rm(list = ls()) # Clear the workspace

Import required libraries

library(corrplot)
## corrplot 0.92 loaded
library(ggplot2)
library(Hmisc)
## Warning: 程辑包'Hmisc'是用R版本4.2.2 来建造的
## 载入需要的程辑包:lattice
## 载入需要的程辑包:survival
## 载入需要的程辑包:Formula
## 
## 载入程辑包:'Hmisc'
## The following objects are masked from 'package:base':
## 
##     format.pval, units
library(dplyr)
## 
## 载入程辑包:'dplyr'
## The following objects are masked from 'package:Hmisc':
## 
##     src, summarize
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(data.table)
## 
## 载入程辑包:'data.table'
## The following objects are masked from 'package:dplyr':
## 
##     between, first, last

Import test and training data

test_dat <- read.csv('test.csv')
train_dat <- read.csv('train.csv')

We will extract house id from test data to be used later for submission

house_id <- test_dat$Id
house_id
##    [1] 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474
##   [15] 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488
##   [29] 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502
##   [43] 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516
##   [57] 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530
##   [71] 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544
##   [85] 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558
##   [99] 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572
##  [113] 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586
##  [127] 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600
##  [141] 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614
##  [155] 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628
##  [169] 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642
##  [183] 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656
##  [197] 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670
##  [211] 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684
##  [225] 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698
##  [239] 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712
##  [253] 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726
##  [267] 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740
##  [281] 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754
##  [295] 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768
##  [309] 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782
##  [323] 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796
##  [337] 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810
##  [351] 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824
##  [365] 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838
##  [379] 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852
##  [393] 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866
##  [407] 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880
##  [421] 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894
##  [435] 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908
##  [449] 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922
##  [463] 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936
##  [477] 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950
##  [491] 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964
##  [505] 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978
##  [519] 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992
##  [533] 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006
##  [547] 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
##  [561] 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034
##  [575] 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048
##  [589] 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062
##  [603] 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076
##  [617] 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090
##  [631] 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104
##  [645] 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118
##  [659] 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132
##  [673] 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146
##  [687] 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160
##  [701] 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174
##  [715] 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188
##  [729] 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202
##  [743] 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216
##  [757] 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230
##  [771] 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244
##  [785] 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258
##  [799] 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272
##  [813] 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286
##  [827] 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300
##  [841] 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314
##  [855] 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328
##  [869] 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342
##  [883] 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356
##  [897] 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370
##  [911] 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384
##  [925] 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398
##  [939] 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412
##  [953] 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426
##  [967] 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440
##  [981] 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454
##  [995] 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468
## [1009] 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482
## [1023] 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496
## [1037] 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510
## [1051] 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524
## [1065] 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538
## [1079] 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552
## [1093] 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566
## [1107] 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580
## [1121] 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594
## [1135] 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608
## [1149] 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622
## [1163] 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636
## [1177] 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650
## [1191] 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660 2661 2662 2663 2664
## [1205] 2665 2666 2667 2668 2669 2670 2671 2672 2673 2674 2675 2676 2677 2678
## [1219] 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 2689 2690 2691 2692
## [1233] 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 2705 2706
## [1247] 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720
## [1261] 2721 2722 2723 2724 2725 2726 2727 2728 2729 2730 2731 2732 2733 2734
## [1275] 2735 2736 2737 2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748
## [1289] 2749 2750 2751 2752 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762
## [1303] 2763 2764 2765 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776
## [1317] 2777 2778 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790
## [1331] 2791 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804
## [1345] 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817 2818
## [1359] 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830 2831 2832
## [1373] 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843 2844 2845 2846
## [1387] 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856 2857 2858 2859 2860
## [1401] 2861 2862 2863 2864 2865 2866 2867 2868 2869 2870 2871 2872 2873 2874
## [1415] 2875 2876 2877 2878 2879 2880 2881 2882 2883 2884 2885 2886 2887 2888
## [1429] 2889 2890 2891 2892 2893 2894 2895 2896 2897 2898 2899 2900 2901 2902
## [1443] 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913 2914 2915 2916
## [1457] 2917 2918 2919

Exploratory Data Analysis

Explore the imported data sets

# Check the dimensions
dim(train_dat)
## [1] 1460   81
dim(test_dat)
## [1] 1459   80
# Run a summary statistics
summary(train_dat)
##        Id           MSSubClass      MSZoning          LotFrontage    
##  Min.   :   1.0   Min.   : 20.0   Length:1460        Min.   : 21.00  
##  1st Qu.: 365.8   1st Qu.: 20.0   Class :character   1st Qu.: 59.00  
##  Median : 730.5   Median : 50.0   Mode  :character   Median : 69.00  
##  Mean   : 730.5   Mean   : 56.9                      Mean   : 70.05  
##  3rd Qu.:1095.2   3rd Qu.: 70.0                      3rd Qu.: 80.00  
##  Max.   :1460.0   Max.   :190.0                      Max.   :313.00  
##                                                      NA's   :259     
##     LotArea          Street             Alley             LotShape        
##  Min.   :  1300   Length:1460        Length:1460        Length:1460       
##  1st Qu.:  7554   Class :character   Class :character   Class :character  
##  Median :  9478   Mode  :character   Mode  :character   Mode  :character  
##  Mean   : 10517                                                           
##  3rd Qu.: 11602                                                           
##  Max.   :215245                                                           
##                                                                           
##  LandContour         Utilities          LotConfig          LandSlope        
##  Length:1460        Length:1460        Length:1460        Length:1460       
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##                                                                             
##  Neighborhood        Condition1         Condition2          BldgType        
##  Length:1460        Length:1460        Length:1460        Length:1460       
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##                                                                             
##   HouseStyle         OverallQual      OverallCond      YearBuilt   
##  Length:1460        Min.   : 1.000   Min.   :1.000   Min.   :1872  
##  Class :character   1st Qu.: 5.000   1st Qu.:5.000   1st Qu.:1954  
##  Mode  :character   Median : 6.000   Median :5.000   Median :1973  
##                     Mean   : 6.099   Mean   :5.575   Mean   :1971  
##                     3rd Qu.: 7.000   3rd Qu.:6.000   3rd Qu.:2000  
##                     Max.   :10.000   Max.   :9.000   Max.   :2010  
##                                                                    
##   YearRemodAdd   RoofStyle           RoofMatl         Exterior1st       
##  Min.   :1950   Length:1460        Length:1460        Length:1460       
##  1st Qu.:1967   Class :character   Class :character   Class :character  
##  Median :1994   Mode  :character   Mode  :character   Mode  :character  
##  Mean   :1985                                                           
##  3rd Qu.:2004                                                           
##  Max.   :2010                                                           
##                                                                         
##  Exterior2nd         MasVnrType          MasVnrArea      ExterQual        
##  Length:1460        Length:1460        Min.   :   0.0   Length:1460       
##  Class :character   Class :character   1st Qu.:   0.0   Class :character  
##  Mode  :character   Mode  :character   Median :   0.0   Mode  :character  
##                                        Mean   : 103.7                     
##                                        3rd Qu.: 166.0                     
##                                        Max.   :1600.0                     
##                                        NA's   :8                          
##   ExterCond          Foundation          BsmtQual           BsmtCond        
##  Length:1460        Length:1460        Length:1460        Length:1460       
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##                                                                             
##  BsmtExposure       BsmtFinType1         BsmtFinSF1     BsmtFinType2      
##  Length:1460        Length:1460        Min.   :   0.0   Length:1460       
##  Class :character   Class :character   1st Qu.:   0.0   Class :character  
##  Mode  :character   Mode  :character   Median : 383.5   Mode  :character  
##                                        Mean   : 443.6                     
##                                        3rd Qu.: 712.2                     
##                                        Max.   :5644.0                     
##                                                                           
##    BsmtFinSF2        BsmtUnfSF       TotalBsmtSF       Heating         
##  Min.   :   0.00   Min.   :   0.0   Min.   :   0.0   Length:1460       
##  1st Qu.:   0.00   1st Qu.: 223.0   1st Qu.: 795.8   Class :character  
##  Median :   0.00   Median : 477.5   Median : 991.5   Mode  :character  
##  Mean   :  46.55   Mean   : 567.2   Mean   :1057.4                     
##  3rd Qu.:   0.00   3rd Qu.: 808.0   3rd Qu.:1298.2                     
##  Max.   :1474.00   Max.   :2336.0   Max.   :6110.0                     
##                                                                        
##   HeatingQC          CentralAir         Electrical          X1stFlrSF   
##  Length:1460        Length:1460        Length:1460        Min.   : 334  
##  Class :character   Class :character   Class :character   1st Qu.: 882  
##  Mode  :character   Mode  :character   Mode  :character   Median :1087  
##                                                           Mean   :1163  
##                                                           3rd Qu.:1391  
##                                                           Max.   :4692  
##                                                                         
##    X2ndFlrSF     LowQualFinSF       GrLivArea     BsmtFullBath   
##  Min.   :   0   Min.   :  0.000   Min.   : 334   Min.   :0.0000  
##  1st Qu.:   0   1st Qu.:  0.000   1st Qu.:1130   1st Qu.:0.0000  
##  Median :   0   Median :  0.000   Median :1464   Median :0.0000  
##  Mean   : 347   Mean   :  5.845   Mean   :1515   Mean   :0.4253  
##  3rd Qu.: 728   3rd Qu.:  0.000   3rd Qu.:1777   3rd Qu.:1.0000  
##  Max.   :2065   Max.   :572.000   Max.   :5642   Max.   :3.0000  
##                                                                  
##   BsmtHalfBath        FullBath        HalfBath       BedroomAbvGr  
##  Min.   :0.00000   Min.   :0.000   Min.   :0.0000   Min.   :0.000  
##  1st Qu.:0.00000   1st Qu.:1.000   1st Qu.:0.0000   1st Qu.:2.000  
##  Median :0.00000   Median :2.000   Median :0.0000   Median :3.000  
##  Mean   :0.05753   Mean   :1.565   Mean   :0.3829   Mean   :2.866  
##  3rd Qu.:0.00000   3rd Qu.:2.000   3rd Qu.:1.0000   3rd Qu.:3.000  
##  Max.   :2.00000   Max.   :3.000   Max.   :2.0000   Max.   :8.000  
##                                                                    
##   KitchenAbvGr   KitchenQual         TotRmsAbvGrd     Functional       
##  Min.   :0.000   Length:1460        Min.   : 2.000   Length:1460       
##  1st Qu.:1.000   Class :character   1st Qu.: 5.000   Class :character  
##  Median :1.000   Mode  :character   Median : 6.000   Mode  :character  
##  Mean   :1.047                      Mean   : 6.518                     
##  3rd Qu.:1.000                      3rd Qu.: 7.000                     
##  Max.   :3.000                      Max.   :14.000                     
##                                                                        
##    Fireplaces    FireplaceQu         GarageType         GarageYrBlt  
##  Min.   :0.000   Length:1460        Length:1460        Min.   :1900  
##  1st Qu.:0.000   Class :character   Class :character   1st Qu.:1961  
##  Median :1.000   Mode  :character   Mode  :character   Median :1980  
##  Mean   :0.613                                         Mean   :1979  
##  3rd Qu.:1.000                                         3rd Qu.:2002  
##  Max.   :3.000                                         Max.   :2010  
##                                                        NA's   :81    
##  GarageFinish         GarageCars      GarageArea      GarageQual       
##  Length:1460        Min.   :0.000   Min.   :   0.0   Length:1460       
##  Class :character   1st Qu.:1.000   1st Qu.: 334.5   Class :character  
##  Mode  :character   Median :2.000   Median : 480.0   Mode  :character  
##                     Mean   :1.767   Mean   : 473.0                     
##                     3rd Qu.:2.000   3rd Qu.: 576.0                     
##                     Max.   :4.000   Max.   :1418.0                     
##                                                                        
##   GarageCond         PavedDrive          WoodDeckSF      OpenPorchSF    
##  Length:1460        Length:1460        Min.   :  0.00   Min.   :  0.00  
##  Class :character   Class :character   1st Qu.:  0.00   1st Qu.:  0.00  
##  Mode  :character   Mode  :character   Median :  0.00   Median : 25.00  
##                                        Mean   : 94.24   Mean   : 46.66  
##                                        3rd Qu.:168.00   3rd Qu.: 68.00  
##                                        Max.   :857.00   Max.   :547.00  
##                                                                         
##  EnclosedPorch      X3SsnPorch      ScreenPorch        PoolArea      
##  Min.   :  0.00   Min.   :  0.00   Min.   :  0.00   Min.   :  0.000  
##  1st Qu.:  0.00   1st Qu.:  0.00   1st Qu.:  0.00   1st Qu.:  0.000  
##  Median :  0.00   Median :  0.00   Median :  0.00   Median :  0.000  
##  Mean   : 21.95   Mean   :  3.41   Mean   : 15.06   Mean   :  2.759  
##  3rd Qu.:  0.00   3rd Qu.:  0.00   3rd Qu.:  0.00   3rd Qu.:  0.000  
##  Max.   :552.00   Max.   :508.00   Max.   :480.00   Max.   :738.000  
##                                                                      
##     PoolQC             Fence           MiscFeature           MiscVal        
##  Length:1460        Length:1460        Length:1460        Min.   :    0.00  
##  Class :character   Class :character   Class :character   1st Qu.:    0.00  
##  Mode  :character   Mode  :character   Mode  :character   Median :    0.00  
##                                                           Mean   :   43.49  
##                                                           3rd Qu.:    0.00  
##                                                           Max.   :15500.00  
##                                                                             
##      MoSold           YrSold       SaleType         SaleCondition     
##  Min.   : 1.000   Min.   :2006   Length:1460        Length:1460       
##  1st Qu.: 5.000   1st Qu.:2007   Class :character   Class :character  
##  Median : 6.000   Median :2008   Mode  :character   Mode  :character  
##  Mean   : 6.322   Mean   :2008                                        
##  3rd Qu.: 8.000   3rd Qu.:2009                                        
##  Max.   :12.000   Max.   :2010                                        
##                                                                       
##    SalePrice     
##  Min.   : 34900  
##  1st Qu.:129975  
##  Median :163000  
##  Mean   :180921  
##  3rd Qu.:214000  
##  Max.   :755000  
## 
# We will not include the ID column since we don't need if for analysis
train_dat <- train_dat[,2:81]
test_dat <- test_dat[,2:80]
# Check the dimensions again
dim(train_dat)
## [1] 1460   80
dim(test_dat)
## [1] 1459   79

We will generate a correlation plot to see the relationship between each of the features and our outcome of interest, ‘SalePrice’.

# Select only numeric columns from our train data. 
# We will omit all null values for now
train_dat_numeric <- select_if(train_dat, is.numeric)
corr <- cor(na.omit(train_dat_numeric))
corrplot(corr, tl.cex=0.5, tl.col='black')

data.frame(cor(na.omit(train_dat_numeric)))
##                 MSSubClass   LotFrontage      LotArea  OverallQual  OverallCond
## MSSubClass     1.000000000 -0.3869395732 -0.198095532  0.029521865 -0.087859316
## LotFrontage   -0.386939573  1.0000000000  0.421184102  0.241322316 -0.046311649
## LotArea       -0.198095532  0.4211841021  1.000000000  0.167524794 -0.034347948
## OverallQual    0.029521865  0.2413223161  0.167524794  1.000000000 -0.163156881
## OverallCond   -0.087859316 -0.0463116489 -0.034347948 -0.163156881  1.000000000
## YearBuilt      0.025799678  0.1097255707  0.029205413  0.589384529 -0.426461858
## YearRemodAdd   0.006645194  0.0864139680  0.026847846  0.570757134  0.039401850
## MasVnrArea     0.040239997  0.1899685917  0.106115431  0.423987651 -0.166762175
## BsmtFinSF1    -0.070388692  0.2413522339  0.230441380  0.249500372 -0.054787769
## BsmtFinSF2    -0.075439002  0.0493053240  0.138233605 -0.068506092  0.042313729
## BsmtUnfSF     -0.145582343  0.1153058755  0.011288124  0.322663328 -0.148629768
## TotalBsmtSF   -0.247781211  0.3876195129  0.302553906  0.563959667 -0.192761549
## X1stFlrSF     -0.252248866  0.4510850287  0.329678689  0.514452946 -0.164250781
## X2ndFlrSF      0.319327639  0.0750038007  0.074611842  0.273196930  0.005984834
## LowQualFinSF   0.024703650  0.0111480855  0.020039426 -0.008118388  0.048719667
## GrLivArea      0.083365382  0.3963060214  0.307163514  0.607466126 -0.112231246
## BsmtFullBath  -0.014681299  0.1180881480  0.179051563  0.126834025 -0.060942551
## BsmtHalfBath   0.012309569  0.0004335725 -0.014281611 -0.053283196  0.122959662
## FullBath       0.131278047  0.1857853092  0.129073367  0.576874691 -0.229848480
## HalfBath       0.203970613  0.0456783485  0.045183485  0.251690396 -0.079023306
## BedroomAbvGr  -0.032971146  0.2704038861  0.137268663  0.094881798  0.004643039
## KitchenAbvGr   0.266012356 -0.0035464716 -0.018941546 -0.178735130 -0.092643738
## TotRmsAbvGrd   0.047209430  0.3484211056  0.237917977  0.451007947 -0.096900905
## Fireplaces    -0.031122227  0.2603208280  0.255754683  0.415293730 -0.022289555
## GarageYrBlt    0.054701367  0.0698781184  0.013730760  0.560425133 -0.343206025
## GarageCars    -0.027410668  0.2865868103  0.172428230  0.593802900 -0.267858830
## GarageArea    -0.092607262  0.3568509373  0.211362399  0.550658903 -0.226346848
## WoodDeckSF    -0.017988416  0.0821656268  0.133576037  0.282512407 -0.010834875
## OpenPorchSF    0.004053970  0.1618151174  0.099170000  0.340679112 -0.076273208
## EnclosedPorch -0.017789898  0.0142610142 -0.023630663 -0.144343973  0.062747824
## X3SsnPorch    -0.039738957  0.0697157667  0.012520261  0.017331014 -0.006860988
## ScreenPorch   -0.021789344  0.0359059844  0.072517046  0.055296043  0.087029841
## PoolArea       0.003166468  0.2117461173  0.109147070  0.080131103 -0.023565580
## MiscVal       -0.040688673  0.0014707377  0.012789992 -0.062063816  0.119772147
## MoSold        -0.027170383  0.0188145348  0.008998481  0.079895095 -0.014236343
## YrSold        -0.012447829  0.0132670710 -0.006903891 -0.008902585  0.041003078
## SalePrice     -0.088031702  0.3442697721  0.299962206  0.797880680 -0.124391232
##                  YearBuilt YearRemodAdd   MasVnrArea   BsmtFinSF1   BsmtFinSF2
## MSSubClass     0.025799678  0.006645194  0.040239997 -0.070388692 -0.075439002
## LotFrontage    0.109725571  0.086413968  0.189968592  0.241352234  0.049305324
## LotArea        0.029205413  0.026847846  0.106115431  0.230441380  0.138233605
## OverallQual    0.589384529  0.570757134  0.423987651  0.249500372 -0.068506092
## OverallCond   -0.426461858  0.039401850 -0.166762175 -0.054787769  0.042313729
## YearBuilt      1.000000000  0.623171270  0.332189842  0.236940941 -0.054413993
## YearRemodAdd   0.623171270  1.000000000  0.193375602  0.120774417 -0.057024070
## MasVnrArea     0.332189842  0.193375602  1.000000000  0.285331327 -0.075260677
## BsmtFinSF1     0.236940941  0.120774417  0.285331327  1.000000000 -0.035779828
## BsmtFinSF2    -0.054413993 -0.057024070 -0.075260677 -0.035779828  1.000000000
## BsmtUnfSF      0.177545400  0.199892629  0.110067416 -0.502224788 -0.220190489
## TotalBsmtSF    0.409133562  0.308696227  0.384434076  0.530916507  0.094079397
## X1stFlrSF      0.308874836  0.281435959  0.363209260  0.468019759  0.073089633
## X2ndFlrSF     -0.011621305  0.103627388  0.180567317 -0.120822818 -0.111850256
## LowQualFinSF  -0.164358630 -0.053478689 -0.062930449 -0.050823562  0.015458749
## GrLivArea      0.204967302  0.290049515  0.414024201  0.239887620 -0.038541109
## BsmtFullBath   0.182799539  0.111896863  0.110379082  0.651726749  0.168559497
## BsmtHalfBath  -0.049644627 -0.017048664 -0.007035483  0.061963081  0.059147541
## FullBath       0.500494653  0.467562895  0.285560913  0.052313040 -0.082945334
## HalfBath       0.220000423  0.164203213  0.195272679  0.007544717 -0.031684859
## BedroomAbvGr  -0.061580195 -0.075811837  0.114310230 -0.104275130  0.008974681
## KitchenAbvGr  -0.171920229 -0.181802530 -0.023647387 -0.062919672 -0.047693223
## TotRmsAbvGrd   0.121416862  0.181995188  0.315603931  0.080206875 -0.054900179
## Fireplaces     0.133076661  0.125898069  0.252525400  0.270305580  0.022347514
## GarageYrBlt    0.823519546  0.645808468  0.277095408  0.160355947 -0.075477153
## GarageCars     0.532562838  0.462663017  0.375268818  0.196442752 -0.075477080
## GarageArea     0.471285901  0.407470742  0.382162297  0.286656921 -0.047958963
## WoodDeckSF     0.238548109  0.244602168  0.174648597  0.206245716  0.032337560
## OpenPorchSF    0.235432138  0.260521196  0.129531803  0.127900251  0.010517640
## EnclosedPorch -0.392693146 -0.214114825 -0.116832373 -0.105410284  0.047220690
## X3SsnPorch     0.027947576  0.026303516  0.022331253  0.021831074 -0.030848294
## ScreenPorch   -0.063694409 -0.034288042  0.052645658  0.059635214  0.067898778
## PoolArea       0.006716815  0.019307439  0.021647815  0.194349437  0.061211811
## MiscVal       -0.096973392 -0.040419869 -0.054044098  0.003026603  0.014290179
## MoSold         0.013784446  0.026883872  0.015850157 -0.015281479 -0.036101200
## YrSold        -0.004585485  0.041301513 -0.017569233  0.010224175  0.036395269
## SalePrice      0.525393598  0.521253270  0.488658155  0.390300523 -0.028021366
##                   BsmtUnfSF  TotalBsmtSF     X1stFlrSF    X2ndFlrSF
## MSSubClass    -1.455823e-01 -0.247781211 -0.2522488663  0.319327639
## LotFrontage    1.153059e-01  0.387619513  0.4510850287  0.075003801
## LotArea        1.128812e-02  0.302553906  0.3296786887  0.074611842
## OverallQual    3.226633e-01  0.563959667  0.5144529462  0.273196930
## OverallCond   -1.486298e-01 -0.192761549 -0.1642507808  0.005984834
## YearBuilt      1.775454e-01  0.409133562  0.3088748362 -0.011621305
## YearRemodAdd   1.998926e-01  0.308696227  0.2814359592  0.103627388
## MasVnrArea     1.100674e-01  0.384434076  0.3632092600  0.180567317
## BsmtFinSF1    -5.022248e-01  0.530916507  0.4680197587 -0.120822818
## BsmtFinSF2    -2.201905e-01  0.094079397  0.0730896330 -0.111850256
## BsmtUnfSF      1.000000e+00  0.404510415  0.3149725896 -0.010021847
## TotalBsmtSF    4.045104e-01  1.000000000  0.8359993534 -0.176721795
## X1stFlrSF      3.149726e-01  0.835999353  1.0000000000 -0.208929241
## X2ndFlrSF     -1.002185e-02 -0.176721795 -0.2089292412  1.000000000
## LowQualFinSF   3.899073e-05 -0.047901479 -0.0130255395  0.062411624
## GrLivArea      2.238598e-01  0.464644664  0.5613722585  0.688291551
## BsmtFullBath  -4.312430e-01  0.308962776  0.2571250513 -0.154151901
## BsmtHalfBath  -1.029361e-01 -0.017929115 -0.0109882091 -0.029529053
## FullBath       3.014003e-01  0.330119486  0.3745185176  0.406080546
## HalfBath      -5.711058e-02 -0.060992125 -0.1355978928  0.606336712
## BedroomAbvGr   1.325502e-01  0.027504517  0.1054405332  0.510703044
## KitchenAbvGr  -5.453792e-03 -0.088529206  0.0644553788  0.051635598
## TotRmsAbvGrd   2.165844e-01  0.283676127  0.4053140299  0.617775934
## Fireplaces     5.515445e-02  0.347729684  0.4101442139  0.199343105
## GarageYrBlt    2.089150e-01  0.352876850  0.2790531180  0.049737325
## GarageCars     2.770639e-01  0.459656896  0.4687573955  0.180136044
## GarageArea     2.353287e-01  0.522051222  0.5211829925  0.122756860
## WoodDeckSF     5.391473e-03  0.233663743  0.2376282834  0.114479784
## OpenPorchSF    1.515723e-01  0.291285868  0.2448455634  0.203460285
## EnclosedPorch -3.579056e-02 -0.130223306 -0.1135952632  0.076479404
## X3SsnPorch     2.150183e-02  0.033743492  0.0375045219 -0.027471111
## ScreenPorch   -6.398081e-03  0.080258724  0.0875796921  0.047038918
## PoolArea      -5.389385e-02  0.171488860  0.1517613301  0.094075738
## MiscVal       -3.891536e-02 -0.031075500 -0.0309091885  0.027046536
## MoSold         2.706835e-02 -0.001498092  0.0277310418  0.041485056
## YrSold        -2.673628e-02 -0.003377490  0.0004204947 -0.028009942
## SalePrice      2.131287e-01  0.615612237  0.6079691062  0.306879002
##                LowQualFinSF    GrLivArea BsmtFullBath  BsmtHalfBath
## MSSubClass     2.470365e-02  0.083365382 -0.014681299  0.0123095694
## LotFrontage    1.114809e-02  0.396306021  0.118088148  0.0004335725
## LotArea        2.003943e-02  0.307163514  0.179051563 -0.0142816112
## OverallQual   -8.118388e-03  0.607466126  0.126834025 -0.0532831964
## OverallCond    4.871967e-02 -0.112231246 -0.060942551  0.1229596616
## YearBuilt     -1.643586e-01  0.204967302  0.182799539 -0.0496446267
## YearRemodAdd  -5.347869e-02  0.290049515  0.111896863 -0.0170486639
## MasVnrArea    -6.293045e-02  0.414024201  0.110379082 -0.0070354830
## BsmtFinSF1    -5.082356e-02  0.239887620  0.651726749  0.0619630806
## BsmtFinSF2     1.545875e-02 -0.038541109  0.168559497  0.0591475414
## BsmtUnfSF      3.899073e-05  0.223859800 -0.431242987 -0.1029361323
## TotalBsmtSF   -4.790148e-02  0.464644664  0.308962776 -0.0179291150
## X1stFlrSF     -1.302554e-02  0.561372258  0.257125051 -0.0109882091
## X2ndFlrSF      6.241162e-02  0.688291551 -0.154151901 -0.0295290526
## LowQualFinSF   1.000000e+00  0.122080919 -0.019259921  0.0100396331
## GrLivArea      1.220809e-01  1.000000000  0.058979198 -0.0320322871
## BsmtFullBath  -1.925992e-02  0.058979198  1.000000000 -0.1398663536
## BsmtHalfBath   1.003963e-02 -0.032032287 -0.139866354  1.0000000000
## FullBath      -1.658038e-02  0.614887255 -0.058482039 -0.0907666267
## HalfBath      -7.842062e-03  0.407133422 -0.025007125  0.0025271343
## BedroomAbvGr   8.226367e-02  0.511939699 -0.128883935  0.0268916096
## KitchenAbvGr  -2.274915e-02  0.088959367 -0.032582312 -0.0121503307
## TotRmsAbvGrd   1.023476e-01  0.824312123 -0.019047216 -0.0403646055
## Fireplaces     2.149048e-02  0.471059867  0.134397492  0.0276569967
## GarageYrBlt   -4.632193e-02  0.243733841  0.125844218 -0.0734153115
## GarageCars    -2.338131e-02  0.494631363  0.133960898 -0.0497478397
## GarageArea     5.708720e-03  0.487549600  0.189142978 -0.0510976682
## WoodDeckSF    -1.737401e-02  0.269702612  0.157509947  0.0540663661
## OpenPorchSF    3.296761e-02  0.353534109  0.081622526 -0.0603466204
## EnclosedPorch  6.098785e-02 -0.014873875 -0.042630596  0.0008535239
## X3SsnPorch     2.170723e-03  0.004822758 -0.007893439  0.0564022782
## ScreenPorch    5.647180e-02  0.108453071  0.023857189 -0.0073231014
## PoolArea       9.908857e-02  0.198551141  0.104349485  0.0315034089
## MiscVal        1.523129e-02  0.001066968  0.027641102 -0.0109465220
## MoSold        -2.664535e-02  0.053070805 -0.030282362  0.0270365971
## YrSold        -1.625314e-02 -0.024436087  0.058467480 -0.0498512058
## SalePrice     -1.481983e-03  0.705153567  0.236737407 -0.0365126645
##                    FullBath     HalfBath BedroomAbvGr  KitchenAbvGr
## MSSubClass     1.312780e-01  0.203970613 -0.032971146  0.2660123561
## LotFrontage    1.857853e-01  0.045678349  0.270403886 -0.0035464716
## LotArea        1.290734e-01  0.045183485  0.137268663 -0.0189415460
## OverallQual    5.768747e-01  0.251690396  0.094881798 -0.1787351305
## OverallCond   -2.298485e-01 -0.079023306  0.004643039 -0.0926437383
## YearBuilt      5.004947e-01  0.220000423 -0.061580195 -0.1719202285
## YearRemodAdd   4.675629e-01  0.164203213 -0.075811837 -0.1818025296
## MasVnrArea     2.855609e-01  0.195272679  0.114310230 -0.0236473865
## BsmtFinSF1     5.231304e-02  0.007544717 -0.104275130 -0.0629196720
## BsmtFinSF2    -8.294533e-02 -0.031684859  0.008974681 -0.0476932234
## BsmtUnfSF      3.014003e-01 -0.057110576  0.132550217 -0.0054537917
## TotalBsmtSF    3.301195e-01 -0.060992125  0.027504517 -0.0885292057
## X1stFlrSF      3.745185e-01 -0.135597893  0.105440533  0.0644553788
## X2ndFlrSF      4.060805e-01  0.606336712  0.510703044  0.0516355977
## LowQualFinSF  -1.658038e-02 -0.007842062  0.082263670 -0.0227491458
## GrLivArea      6.148873e-01  0.407133422  0.511939699  0.0889593667
## BsmtFullBath  -5.848204e-02 -0.025007125 -0.128883935 -0.0325823122
## BsmtHalfBath  -9.076663e-02  0.002527134  0.026891610 -0.0121503307
## FullBath       1.000000e+00  0.105591235  0.343285855  0.1029583343
## HalfBath       1.055912e-01  1.000000000  0.229674240 -0.0980039193
## BedroomAbvGr   3.432859e-01  0.229674240  1.000000000  0.1705534204
## KitchenAbvGr   1.029583e-01 -0.098003919  0.170553420  1.0000000000
## TotRmsAbvGrd   5.404489e-01  0.343551792  0.650284589  0.2368675212
## Fireplaces     2.433556e-01  0.205242951  0.131282237 -0.1090753580
## GarageYrBlt    4.997305e-01  0.175464529 -0.052059314 -0.1355612621
## GarageCars     5.208570e-01  0.188582285  0.133568409  0.0581928750
## GarageArea     4.452408e-01  0.122798810  0.095113006  0.0277129837
## WoodDeckSF     2.150276e-01  0.114152565  0.077918216 -0.0998316572
## OpenPorchSF    2.862477e-01  0.194015990  0.079124036 -0.0601334776
## EnclosedPorch -1.645476e-01 -0.080585912  0.040681496  0.0134112511
## X3SsnPorch     3.205087e-02 -0.002422323 -0.029136458 -0.0232988631
## ScreenPorch    1.414558e-03  0.073305999  0.063660090 -0.0503077605
## PoolArea       4.960819e-02  0.042099482  0.073360852 -0.0151142862
## MiscVal       -2.939724e-02 -0.055379373  0.046522897 -0.0006403304
## MoSold         7.230451e-02 -0.007637235  0.031267773  0.0300006891
## YrSold        -1.518289e-05 -0.020875110 -0.026035312  0.0284630300
## SalePrice      5.666274e-01  0.268560303  0.166813894 -0.1404974454
##               TotRmsAbvGrd   Fireplaces  GarageYrBlt  GarageCars  GarageArea
## MSSubClass      0.04720943 -0.031122227  0.054701367 -0.02741067 -0.09260726
## LotFrontage     0.34842111  0.260320828  0.069878118  0.28658681  0.35685094
## LotArea         0.23791798  0.255754683  0.013730760  0.17242823  0.21136240
## OverallQual     0.45100795  0.415293730  0.560425133  0.59380290  0.55065890
## OverallCond    -0.09690091 -0.022289555 -0.343206025 -0.26785883 -0.22634685
## YearBuilt       0.12141686  0.133076661  0.823519546  0.53256284  0.47128590
## YearRemodAdd    0.18199519  0.125898069  0.645808468  0.46266302  0.40747074
## MasVnrArea      0.31560393  0.252525400  0.277095408  0.37526882  0.38216230
## BsmtFinSF1      0.08020688  0.270305580  0.160355947  0.19644275  0.28665692
## BsmtFinSF2     -0.05490018  0.022347514 -0.075477153 -0.07547708 -0.04795896
## BsmtUnfSF       0.21658444  0.055154452  0.208915005  0.27706388  0.23532868
## TotalBsmtSF     0.28367613  0.347729684  0.352876850  0.45965690  0.52205122
## X1stFlrSF       0.40531403  0.410144214  0.279053118  0.46875740  0.52118299
## X2ndFlrSF       0.61777593  0.199343105  0.049737325  0.18013604  0.12275686
## LowQualFinSF    0.10234764  0.021490479 -0.046321925 -0.02338131  0.00570872
## GrLivArea       0.82431212  0.471059867  0.243733841  0.49463136  0.48754960
## BsmtFullBath   -0.01904722  0.134397492  0.125844218  0.13396090  0.18914298
## BsmtHalfBath   -0.04036461  0.027656997 -0.073415312 -0.04974784 -0.05109767
## FullBath        0.54044893  0.243355640  0.499730486  0.52085700  0.44524076
## HalfBath        0.34355179  0.205242951  0.175464529  0.18858228  0.12279881
## BedroomAbvGr    0.65028459  0.131282237 -0.052059314  0.13356841  0.09511301
## KitchenAbvGr    0.23686752 -0.109075358 -0.135561262  0.05819288  0.02771298
## TotRmsAbvGrd    1.00000000  0.352047792  0.167206751  0.42396283  0.38192956
## Fireplaces      0.35204779  1.000000000  0.064578978  0.25268507  0.21655099
## GarageYrBlt     0.16720675  0.064578978  1.000000000  0.60090342  0.59263525
## GarageCars      0.42396283  0.252685069  0.600903418  1.00000000  0.83941492
## GarageArea      0.38192956  0.216550993  0.592635246  0.83941492  1.00000000
## WoodDeckSF      0.19052652  0.177762561  0.255915956  0.23427620  0.22395499
## OpenPorchSF     0.24671363  0.185274131  0.257141006  0.25813718  0.30255823
## EnclosedPorch  -0.03165122 -0.034478393 -0.308277701 -0.15188609 -0.11574897
## X3SsnPorch     -0.02390409 -0.001001989  0.019842482  0.02014079  0.01530622
## ScreenPorch     0.07089430  0.192128653 -0.067595752  0.02513541  0.02644616
## PoolArea        0.09338651  0.117107761 -0.009295071  0.01282888  0.08087138
## MiscVal         0.02649503  0.054826316 -0.053295449 -0.06959231 -0.03699294
## MoSold          0.04309712  0.048788120  0.009232878  0.05748115  0.03759656
## YrSold         -0.02481218 -0.031402273  0.009596052 -0.03350744 -0.01620605
## SalePrice       0.54706736  0.461872689  0.504753018  0.64703361  0.61932962
##                 WoodDeckSF OpenPorchSF EnclosedPorch   X3SsnPorch  ScreenPorch
## MSSubClass    -0.017988416  0.00405397 -0.0177898980 -0.039738957 -0.021789344
## LotFrontage    0.082165627  0.16181512  0.0142610142  0.069715767  0.035905984
## LotArea        0.133576037  0.09917000 -0.0236306632  0.012520261  0.072517046
## OverallQual    0.282512407  0.34067911 -0.1443439735  0.017331014  0.055296043
## OverallCond   -0.010834875 -0.07627321  0.0627478237 -0.006860988  0.087029841
## YearBuilt      0.238548109  0.23543214 -0.3926931459  0.027947576 -0.063694409
## YearRemodAdd   0.244602168  0.26052120 -0.2141148247  0.026303516 -0.034288042
## MasVnrArea     0.174648597  0.12953180 -0.1168323725  0.022331253  0.052645658
## BsmtFinSF1     0.206245716  0.12790025 -0.1054102836  0.021831074  0.059635214
## BsmtFinSF2     0.032337560  0.01051764  0.0472206899 -0.030848294  0.067898778
## BsmtUnfSF      0.005391473  0.15157230 -0.0357905581  0.021501827 -0.006398081
## TotalBsmtSF    0.233663743  0.29128587 -0.1302233060  0.033743492  0.080258724
## X1stFlrSF      0.237628283  0.24484556 -0.1135952632  0.037504522  0.087579692
## X2ndFlrSF      0.114479784  0.20346028  0.0764794041 -0.027471111  0.047038918
## LowQualFinSF  -0.017374011  0.03296761  0.0609878453  0.002170723  0.056471796
## GrLivArea      0.269702612  0.35353411 -0.0148738747  0.004822758  0.108453071
## BsmtFullBath   0.157509947  0.08162253 -0.0426305960 -0.007893439  0.023857189
## BsmtHalfBath   0.054066366 -0.06034662  0.0008535239  0.056402278 -0.007323101
## FullBath       0.215027625  0.28624773 -0.1645476442  0.032050870  0.001414558
## HalfBath       0.114152565  0.19401599 -0.0805859117 -0.002422323  0.073305999
## BedroomAbvGr   0.077918216  0.07912404  0.0406814964 -0.029136458  0.063660090
## KitchenAbvGr  -0.099831657 -0.06013348  0.0134112511 -0.023298863 -0.050307761
## TotRmsAbvGrd   0.190526524  0.24671363 -0.0316512181 -0.023904094  0.070894298
## Fireplaces     0.177762561  0.18527413 -0.0344783935 -0.001001989  0.192128653
## GarageYrBlt    0.255915956  0.25714101 -0.3082777012  0.019842482 -0.067595752
## GarageCars     0.234276205  0.25813718 -0.1518860875  0.020140787  0.025135406
## GarageArea     0.223954993  0.30255823 -0.1157489718  0.015306215  0.026446162
## WoodDeckSF     1.000000000  0.07552504 -0.1210606440 -0.053825448 -0.087574843
## OpenPorchSF    0.075525042  1.00000000 -0.1305655132 -0.010350664  0.112442842
## EnclosedPorch -0.121060644 -0.13056551  1.0000000000 -0.034375570 -0.081550145
## X3SsnPorch    -0.053825448 -0.01035066 -0.0343755695  1.000000000 -0.031359297
## ScreenPorch   -0.087574843  0.11244284 -0.0815501446 -0.031359297  1.000000000
## PoolArea       0.033075524  0.03378559  0.0763415650 -0.008214593  0.067356042
## MiscVal       -0.007100697  0.02884250  0.0287954966  0.024613679  0.169856874
## MoSold         0.041547155  0.08976692 -0.0610833426  0.022260093  0.012859261
## YrSold         0.014809970 -0.05303516 -0.0011845771  0.020730677 -0.004118063
## SalePrice      0.336855121  0.34335381 -0.1548432035  0.030776594  0.110426815
##                   PoolArea       MiscVal       MoSold        YrSold
## MSSubClass     0.003166468 -0.0406886729 -0.027170383 -1.244783e-02
## LotFrontage    0.211746117  0.0014707377  0.018814535  1.326707e-02
## LotArea        0.109147070  0.0127899922  0.008998481 -6.903891e-03
## OverallQual    0.080131103 -0.0620638160  0.079895095 -8.902585e-03
## OverallCond   -0.023565580  0.1197721471 -0.014236343  4.100308e-02
## YearBuilt      0.006716815 -0.0969733924  0.013784446 -4.585485e-03
## YearRemodAdd   0.019307439 -0.0404198692  0.026883872  4.130151e-02
## MasVnrArea     0.021647815 -0.0540440976  0.015850157 -1.756923e-02
## BsmtFinSF1     0.194349437  0.0030266034 -0.015281479  1.022418e-02
## BsmtFinSF2     0.061211811  0.0142901786 -0.036101200  3.639527e-02
## BsmtUnfSF     -0.053893848 -0.0389153564  0.027068355 -2.673628e-02
## TotalBsmtSF    0.171488860 -0.0310755000 -0.001498092 -3.377490e-03
## X1stFlrSF      0.151761330 -0.0309091885  0.027731042  4.204947e-04
## X2ndFlrSF      0.094075738  0.0270465356  0.041485056 -2.800994e-02
## LowQualFinSF   0.099088571  0.0152312894 -0.026645350 -1.625314e-02
## GrLivArea      0.198551141  0.0010669684  0.053070805 -2.443609e-02
## BsmtFullBath   0.104349485  0.0276411019 -0.030282362  5.846748e-02
## BsmtHalfBath   0.031503409 -0.0109465220  0.027036597 -4.985121e-02
## FullBath       0.049608194 -0.0293972414  0.072304513 -1.518289e-05
## HalfBath       0.042099482 -0.0553793731 -0.007637235 -2.087511e-02
## BedroomAbvGr   0.073360852  0.0465228967  0.031267773 -2.603531e-02
## KitchenAbvGr  -0.015114286 -0.0006403304  0.030000689  2.846303e-02
## TotRmsAbvGrd   0.093386510  0.0264950274  0.043097116 -2.481218e-02
## Fireplaces     0.117107761  0.0548263163  0.048788120 -3.140227e-02
## GarageYrBlt   -0.009295071 -0.0532954488  0.009232878  9.596052e-03
## GarageCars     0.012828877 -0.0695923062  0.057481155 -3.350744e-02
## GarageArea     0.080871376 -0.0369929442  0.037596558 -1.620605e-02
## WoodDeckSF     0.033075524 -0.0071006971  0.041547155  1.480997e-02
## OpenPorchSF    0.033785590  0.0288425004  0.089766922 -5.303516e-02
## EnclosedPorch  0.076341565  0.0287954966 -0.061083343 -1.184577e-03
## X3SsnPorch    -0.008214593  0.0246136793  0.022260093  2.073068e-02
## ScreenPorch    0.067356042  0.1698568742  0.012859261 -4.118063e-03
## PoolArea       1.000000000  0.1286840123 -0.054872361 -5.388769e-02
## MiscVal        0.128684012  1.0000000000  0.020067062  3.410608e-02
## MoSold        -0.054872361  0.0200670615  1.000000000 -1.505766e-01
## YrSold        -0.053887689  0.0341060793 -0.150576612  1.000000e+00
## SalePrice      0.092488120 -0.0360412372  0.051568064 -1.186882e-02
##                  SalePrice
## MSSubClass    -0.088031702
## LotFrontage    0.344269772
## LotArea        0.299962206
## OverallQual    0.797880680
## OverallCond   -0.124391232
## YearBuilt      0.525393598
## YearRemodAdd   0.521253270
## MasVnrArea     0.488658155
## BsmtFinSF1     0.390300523
## BsmtFinSF2    -0.028021366
## BsmtUnfSF      0.213128680
## TotalBsmtSF    0.615612237
## X1stFlrSF      0.607969106
## X2ndFlrSF      0.306879002
## LowQualFinSF  -0.001481983
## GrLivArea      0.705153567
## BsmtFullBath   0.236737407
## BsmtHalfBath  -0.036512665
## FullBath       0.566627442
## HalfBath       0.268560303
## BedroomAbvGr   0.166813894
## KitchenAbvGr  -0.140497445
## TotRmsAbvGrd   0.547067360
## Fireplaces     0.461872689
## GarageYrBlt    0.504753018
## GarageCars     0.647033611
## GarageArea     0.619329622
## WoodDeckSF     0.336855121
## OpenPorchSF    0.343353812
## EnclosedPorch -0.154843204
## X3SsnPorch     0.030776594
## ScreenPorch    0.110426815
## PoolArea       0.092488120
## MiscVal       -0.036041237
## MoSold         0.051568064
## YrSold        -0.011868823
## SalePrice      1.000000000

We see that features ‘OverallQual’, ‘GrLivArea’, ‘GarageCars’, ‘GarageArea’, ‘TotalBsmtSF’ and ‘X1stFlrSF’ have a positive correlation of over 0.6 with ‘SalePrice’. We will generate scatterplot to visual their relationships.

par(mfrow=c(2,3))
attach(train_dat)

plot(OverallQual, SalePrice, pch=20)
plot(GrLivArea, SalePrice, pch=20)
plot(GarageCars, SalePrice, pch=20)
plot(GarageArea, SalePrice, pch=20)
plot(TotalBsmtSF, SalePrice, pch=20)
plot(X1stFlrSF, SalePrice, pch=20)

detach(train_dat)

We see some prominent outliers in ‘GrLivArea’, ‘TotalBsmtSF’ and ‘X1stFlrSF’. We will go ahead and remove them from our train data to avoid skewed results and under-performing models.

# We find that the one outlier point in both 'TotalBsmtSF' and 'X1stFlrSF' plot are 
# from the same record and this record is the same as one of the two outliers in 'GrLivArea' 
# plot. We will go ahead and remove them
train_dat[train_dat$TotalBsmtSF > 5000 & train_dat$X1stFlrSF > 4000, ]
##      MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour
## 1299         60       RL         313   63887   Pave  <NA>      IR3         Bnk
##      Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType
## 1299    AllPub    Corner       Gtl      Edwards      Feedr       Norm     1Fam
##      HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle
## 1299     2Story          10           5      2008         2008       Hip
##      RoofMatl Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 1299  ClyTile      Stucco      Stucco      Stone        796        Ex        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1299      PConc       Ex       TA           Gd          GLQ       5644
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1299          Unf          0       466        6110    GasA        Ex          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1299      SBrkr      4692       950            0      5642            2
##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 1299            0        2        1            3            1          Ex
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1299           12        Typ          3          Gd     Attchd        2008
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1299          Fin          2       1418         TA         TA          Y
##      WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch ScreenPorch PoolArea
## 1299        214         292             0          0           0      480
##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1299     Gd  <NA>        <NA>       0      1   2008      New       Partial
##      SalePrice
## 1299    160000
train_dat[train_dat$GrLivArea > 4000 & train_dat$SalePrice < 300000, ]
##      MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour
## 524          60       RL         130   40094   Pave  <NA>      IR1         Bnk
## 1299         60       RL         313   63887   Pave  <NA>      IR3         Bnk
##      Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType
## 524     AllPub    Inside       Gtl      Edwards       PosN       PosN     1Fam
## 1299    AllPub    Corner       Gtl      Edwards      Feedr       Norm     1Fam
##      HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle
## 524      2Story          10           5      2007         2008       Hip
## 1299     2Story          10           5      2008         2008       Hip
##      RoofMatl Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 524   CompShg     CemntBd     CmentBd      Stone        762        Ex        TA
## 1299  ClyTile      Stucco      Stucco      Stone        796        Ex        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 524       PConc       Ex       TA           Gd          GLQ       2260
## 1299      PConc       Ex       TA           Gd          GLQ       5644
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 524           Unf          0       878        3138    GasA        Ex          Y
## 1299          Unf          0       466        6110    GasA        Ex          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 524       SBrkr      3138      1538            0      4676            1
## 1299      SBrkr      4692       950            0      5642            2
##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 524             0        3        1            3            1          Ex
## 1299            0        2        1            3            1          Ex
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 524            11        Typ          1          Gd    BuiltIn        2007
## 1299           12        Typ          3          Gd     Attchd        2008
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 524           Fin          3        884         TA         TA          Y
## 1299          Fin          2       1418         TA         TA          Y
##      WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch ScreenPorch PoolArea
## 524         208         406             0          0           0        0
## 1299        214         292             0          0           0      480
##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 524    <NA>  <NA>        <NA>       0     10   2007      New       Partial
## 1299     Gd  <NA>        <NA>       0      1   2008      New       Partial
##      SalePrice
## 524     184750
## 1299    160000
# Remove outliers
train_dat <- train_dat[-c(524,1299),]

We will plot scatterplot again for these 3 features to check if outliers are removed

par(mfrow=c(1,3))
attach(train_dat)

# Outliers are removed
plot(GrLivArea, SalePrice, pch=20)
plot(TotalBsmtSF, SalePrice, pch=20)
plot(X1stFlrSF, SalePrice, pch=20)

detach(train_dat)
par(mfrow=c(1,2))
hist(train_dat$SalePrice)
hist(log(train_dat$SalePrice))

Data Cleaning

Check how many missing values we have in total and in each parameter in train data

paste('Total Missing Value:', sum(is.na(train_dat)))
## [1] "Total Missing Value: 6958"
var_na <- colnames(train_dat)
df_na <- data.frame(var_na, sapply(train_dat, function(x) sum(is.na(x))))
colnames(df_na) <- c('parameter', 'na_count')
df_na <- filter(df_na, df_na[,2]>0)
df_na <- df_na[order(-df_na$na_count),]
df_na
##                 parameter na_count
## PoolQC             PoolQC     1452
## MiscFeature   MiscFeature     1404
## Alley               Alley     1367
## Fence               Fence     1177
## FireplaceQu   FireplaceQu      690
## LotFrontage   LotFrontage      259
## GarageType     GarageType       81
## GarageYrBlt   GarageYrBlt       81
## GarageFinish GarageFinish       81
## GarageQual     GarageQual       81
## GarageCond     GarageCond       81
## BsmtExposure BsmtExposure       38
## BsmtFinType2 BsmtFinType2       38
## BsmtQual         BsmtQual       37
## BsmtCond         BsmtCond       37
## BsmtFinType1 BsmtFinType1       37
## MasVnrType     MasVnrType        8
## MasVnrArea     MasVnrArea        8
## Electrical     Electrical        1

Most of the NA values are explained in data set description where NA means there are none of the feature present at that household. For these NA values, we will replace them with ‘none’. For missing categorical features, we will replace the NA value with the mode.

We will create a mode function to deal with some of our missing categorical values.

# create a mode function
mode <- function(x) {
   uniqv <- unique(x)
   uniqv[which.max(tabulate(match(x, uniqv)))]
}
train_dat <- train_dat %>% 
  mutate(PoolQC = ifelse(is.na(PoolQC),'None',PoolQC),
         MiscFeature = ifelse(is.na(MiscFeature),'None',MiscFeature),
         Alley = ifelse(is.na(Alley),'None',Alley),
         Fence = ifelse(is.na(Fence),'None',Fence),
         FireplaceQu = ifelse(is.na(FireplaceQu),'None',FireplaceQu),
         GarageType = ifelse(is.na(GarageType),'None',GarageType),
         GarageYrBlt = ifelse(is.na(GarageYrBlt),0,GarageYrBlt),
         GarageFinish = ifelse(is.na(GarageFinish),'None',GarageFinish),
         GarageQual = ifelse(is.na(GarageQual),'None',GarageQual),
         GarageCond = ifelse(is.na(GarageCond),'None',GarageCond),
         BsmtExposure = ifelse(is.na(BsmtExposure),'None',BsmtExposure),
         BsmtFinType2 = ifelse(is.na(BsmtFinType2),'None',BsmtFinType2),
         BsmtQual = ifelse(is.na(BsmtQual),'None',BsmtQual),
         BsmtCond = ifelse(is.na(BsmtCond),'None',BsmtCond),
         BsmtFinType1 = ifelse(is.na(BsmtFinType1),'None',BsmtFinType1),
         MasVnrType = ifelse(is.na(MasVnrType),'None',MasVnrType),
         MasVnrArea = ifelse(is.na(MasVnrArea),0,MasVnrArea),
         Electrical = ifelse(is.na(Electrical),mode(train_dat$Electrical),Electrical)
         )

For feature ‘LotFrontage’, we see that it takes numerical values and that there is no specified values for NA. In this case, we will find the median of ‘LotFrontage’ after grouping by feature ‘Neighborhood’ then we will use this median to fill out missing ‘LotFrontage’ based on the ‘Neighborhood’ they are in.

# First we will create a temporary dataframe that removes all null vales 
# in the 'LotFrontage' column in train set
LotFrontage_subset <- train_dat[,c('LotFrontage')]
temp <- train_dat[complete.cases(LotFrontage_subset),]
temp
##      MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour
## 1            60       RL          65    8450   Pave  None      Reg         Lvl
## 2            20       RL          80    9600   Pave  None      Reg         Lvl
## 3            60       RL          68   11250   Pave  None      IR1         Lvl
## 4            70       RL          60    9550   Pave  None      IR1         Lvl
## 5            60       RL          84   14260   Pave  None      IR1         Lvl
## 6            50       RL          85   14115   Pave  None      IR1         Lvl
## 7            20       RL          75   10084   Pave  None      Reg         Lvl
## 9            50       RM          51    6120   Pave  None      Reg         Lvl
## 10          190       RL          50    7420   Pave  None      Reg         Lvl
## 11           20       RL          70   11200   Pave  None      Reg         Lvl
## 12           60       RL          85   11924   Pave  None      IR1         Lvl
## 14           20       RL          91   10652   Pave  None      IR1         Lvl
## 16           45       RM          51    6120   Pave  None      Reg         Lvl
## 18           90       RL          72   10791   Pave  None      Reg         Lvl
## 19           20       RL          66   13695   Pave  None      Reg         Lvl
## 20           20       RL          70    7560   Pave  None      Reg         Lvl
## 21           60       RL         101   14215   Pave  None      IR1         Lvl
## 22           45       RM          57    7449   Pave  Grvl      Reg         Bnk
## 23           20       RL          75    9742   Pave  None      Reg         Lvl
## 24          120       RM          44    4224   Pave  None      Reg         Lvl
## 26           20       RL         110   14230   Pave  None      Reg         Lvl
## 27           20       RL          60    7200   Pave  None      Reg         Lvl
## 28           20       RL          98   11478   Pave  None      Reg         Lvl
## 29           20       RL          47   16321   Pave  None      IR1         Lvl
## 30           30       RM          60    6324   Pave  None      IR1         Lvl
## 31           70  C (all)          50    8500   Pave  Pave      Reg         Lvl
## 33           20       RL          85   11049   Pave  None      Reg         Lvl
## 34           20       RL          70   10552   Pave  None      IR1         Lvl
## 35          120       RL          60    7313   Pave  None      Reg         Lvl
## 36           60       RL         108   13418   Pave  None      Reg         Lvl
## 37           20       RL         112   10859   Pave  None      Reg         Lvl
## 38           20       RL          74    8532   Pave  None      Reg         Lvl
## 39           20       RL          68    7922   Pave  None      Reg         Lvl
## 40           90       RL          65    6040   Pave  None      Reg         Lvl
## 41           20       RL          84    8658   Pave  None      Reg         Lvl
## 42           20       RL         115   16905   Pave  None      Reg         Lvl
## 45           20       RL          70    7945   Pave  None      Reg         Lvl
## 46          120       RL          61    7658   Pave  None      Reg         Lvl
## 47           50       RL          48   12822   Pave  None      IR1         Lvl
## 48           20       FV          84   11096   Pave  None      Reg         Lvl
## 49          190       RM          33    4456   Pave  None      Reg         Lvl
## 50           20       RL          66    7742   Pave  None      Reg         Lvl
## 52           50       RM          52    6240   Pave  None      Reg         Lvl
## 53           90       RM         110    8472   Grvl  None      IR2         Bnk
## 54           20       RL          68   50271   Pave  None      IR1         Low
## 55           80       RL          60    7134   Pave  None      Reg         Bnk
## 56           20       RL         100   10175   Pave  None      IR1         Lvl
## 57          160       FV          24    2645   Pave  Pave      Reg         Lvl
## 58           60       RL          89   11645   Pave  None      IR1         Lvl
## 59           60       RL          66   13682   Pave  None      IR2         HLS
## 60           20       RL          60    7200   Pave  None      Reg         Bnk
## 61           20       RL          63   13072   Pave  None      Reg         Lvl
## 62           75       RM          60    7200   Pave  None      Reg         Lvl
## 63          120       RL          44    6442   Pave  None      IR1         Lvl
## 64           70       RM          50   10300   Pave  None      IR1         Bnk
## 66           60       RL          76    9591   Pave  None      Reg         Lvl
## 68           20       RL          72   10665   Pave  None      IR1         Lvl
## 69           30       RM          47    4608   Pave  None      Reg         Lvl
## 70           50       RL          81   15593   Pave  None      Reg         Lvl
## 71           20       RL          95   13651   Pave  None      IR1         Lvl
## 72           20       RL          69    7599   Pave  None      Reg         Lvl
## 73           60       RL          74   10141   Pave  None      IR1         Lvl
## 74           20       RL          85   10200   Pave  None      Reg         Lvl
## 75           50       RM          60    5790   Pave  None      Reg         Lvl
## 76          180       RM          21    1596   Pave  None      Reg         Lvl
## 78           50       RM          50    8635   Pave  None      Reg         Lvl
## 79           90       RL          72   10778   Pave  None      Reg         Lvl
## 80           50       RM          60   10440   Pave  Grvl      Reg         Lvl
## 81           60       RL         100   13000   Pave  None      Reg         Lvl
## 82          120       RM          32    4500   Pave  None      Reg         Lvl
## 83           20       RL          78   10206   Pave  None      Reg         Lvl
## 84           20       RL          80    8892   Pave  None      IR1         Lvl
## 86           60       RL         121   16059   Pave  None      Reg         Lvl
## 87           60       RL         122   11911   Pave  None      IR2         Lvl
## 88          160       FV          40    3951   Pave  Pave      Reg         Lvl
## 89           50  C (all)         105    8470   Pave  None      IR1         Lvl
## 90           20       RL          60    8070   Pave  None      Reg         Lvl
## 91           20       RL          60    7200   Pave  None      Reg         Lvl
## 92           20       RL          85    8500   Pave  None      Reg         Lvl
## 93           30       RL          80   13360   Pave  Grvl      IR1         HLS
## 94          190  C (all)          60    7200   Pave  None      Reg         Lvl
## 95           60       RL          69    9337   Pave  None      IR1         Lvl
## 97           20       RL          78   10264   Pave  None      IR1         Lvl
## 98           20       RL          73   10921   Pave  None      Reg         HLS
## 99           30       RL          85   10625   Pave  None      Reg         Lvl
## 100          20       RL          77    9320   Pave  None      IR1         Lvl
## 102          60       RL          77    9206   Pave  None      Reg         Lvl
## 103          90       RL          64    7018   Pave  None      Reg         Bnk
## 104          20       RL          94   10402   Pave  None      IR1         Lvl
## 106          60       FV          75    9375   Pave  None      Reg         Lvl
## 107          30       RM          60   10800   Pave  Grvl      Reg         Lvl
## 108          20       RM          50    6000   Pave  None      Reg         Lvl
## 109          50       RM          85    8500   Pave  None      Reg         Lvl
## 110          20       RL         105   11751   Pave  None      IR1         Lvl
## 111          50       RL          75    9525   Pave  None      Reg         Lvl
## 113          60       RL          77    9965   Pave  None      Reg         Lvl
## 115          70       RL          61    7259   Pave  None      IR1         Lvl
## 116         160       FV          34    3230   Pave  Pave      Reg         Lvl
## 118          20       RL          74    8536   Pave  None      Reg         Lvl
## 119          60       RL          90   12376   Pave  None      Reg         Lvl
## 120          60       RL          65    8461   Pave  None      Reg         Lvl
## 122          50       RM          50    6060   Pave  None      Reg         Lvl
## 123          20       RL          75    9464   Pave  None      Reg         Lvl
## 124         120       RL          55    7892   Pave  None      Reg         Lvl
## 125          20       RL          48   17043   Pave  None      IR1         Lvl
## 126         190       RM          60    6780   Pave  None      Reg         Lvl
## 128          45       RM          55    4388   Pave  None      IR1         Bnk
## 129          60       RL          69    7590   Pave  None      Reg         Lvl
## 130          20       RL          69    8973   Pave  None      Reg         Lvl
## 131          60       RL          88   14200   Pave  None      Reg         Lvl
## 133          20       RL          75    7388   Pave  None      Reg         Lvl
## 135          20       RL          78   10335   Pave  None      IR1         Lvl
## 136          20       RL          80   10400   Pave  None      Reg         Lvl
## 138          90       RL          82   11070   Pave  None      Reg         Lvl
## 139          60       RL          73    9066   Pave  None      IR1         Lvl
## 140          60       RL          65   15426   Pave  None      IR1         Lvl
## 141          20       RL          70   10500   Pave  None      Reg         Lvl
## 142          20       RL          78   11645   Pave  None      Reg         Lvl
## 143          50       RL          71    8520   Pave  None      Reg         Lvl
## 144          20       RL          78   10335   Pave  None      IR1         Lvl
## 145          90       RM          70    9100   Pave  None      Reg         Lvl
## 146         160       RM          24    2522   Pave  None      Reg         Lvl
## 147          30       RM          51    6120   Pave  None      Reg         Lvl
## 149          20       RL          63    7500   Pave  None      Reg         Lvl
## 151          20       RL         120   10356   Pave  None      Reg         Lvl
## 152          20       RL         107   13891   Pave  None      Reg         Lvl
## 155          30       RM          84   11340   Pave  None      Reg         Lvl
## 156          50       RL          60    9600   Pave  None      Reg         Lvl
## 157          20       RL          60    7200   Pave  None      Reg         Lvl
## 158          60       RL          92   12003   Pave  None      Reg         Lvl
## 159          60       FV         100   12552   Pave  None      Reg         Lvl
## 160          60       RL         134   19378   Pave  None      IR1         HLS
## 162          60       RL         110   13688   Pave  None      IR1         Lvl
## 163          20       RL          95   12182   Pave  None      Reg         Lvl
## 164          45       RL          55    5500   Pave  None      Reg         Lvl
## 165          40       RM          40    5400   Pave  Pave      Reg         Lvl
## 166         190       RL          62   10106   Pave  None      Reg         Lvl
## 168          60       RL          86   10562   Pave  None      Reg         Lvl
## 169          60       RL          62    8244   Pave  None      IR1         Lvl
## 172          20       RL         141   31770   Pave  None      IR1         Lvl
## 173         160       RL          44    5306   Pave  None      IR1         Lvl
## 174          20       RL          80   10197   Pave  None      IR1         Lvl
## 175          20       RL          47   12416   Pave  None      IR1         Lvl
## 176          20       RL          84   12615   Pave  None      Reg         Lvl
## 177          60       RL          97   10029   Pave  None      IR1         Lvl
## 179          20       RL          63   17423   Pave  None      IR1         Lvl
## 180          30       RM          60    8520   Pave  None      Reg         Lvl
## 182          70       RL          54    7588   Pave  None      Reg         Lvl
## 183          20       RL          60    9060   Pave  None      Reg         Lvl
## 184          50       RM          63   11426   Pave  None      Reg         Lvl
## 185          50       RL          92    7438   Pave  None      IR1         Lvl
## 186          75       RM          90   22950   Pave  None      IR2         Lvl
## 188          50       RL          60   10410   Pave  None      Reg         Lvl
## 189          90       RL          64    7018   Pave  None      Reg         Bnk
## 190         120       RL          41    4923   Pave  None      Reg         Lvl
## 191          70       RL          70   10570   Pave  None      Reg         Bnk
## 193          20       RL          68    9017   Pave  None      IR1         Lvl
## 194         160       RM          24    2522   Pave  None      Reg         Lvl
## 195          20       RL          60    7180   Pave  None      IR1         Lvl
## 196         160       RL          24    2280   Pave  None      Reg         Lvl
## 197          20       RL          79    9416   Pave  None      Reg         Lvl
## 198          75       RL         174   25419   Pave  None      Reg         Lvl
## 199          75       RM          92    5520   Pave  None      Reg         Lvl
## 200          20       RL          76    9591   Pave  None      Reg         Lvl
## 201          20       RM          80    8546   Pave  None      Reg         Lvl
## 202          20       RL          75   10125   Pave  None      Reg         Lvl
## 203          50       RL          50    7000   Pave  None      Reg         Lvl
## 205          50       RM          50    3500   Pave  Grvl      Reg         Lvl
## 206          20       RL          99   11851   Pave  None      Reg         Lvl
## 207          20       RL          40   13673   Pave  None      IR1         Lvl
## 210          20       RL          75    8250   Pave  None      Reg         Lvl
## 211          30       RL          67    5604   Pave  None      Reg         Lvl
## 212          20       RL          83   10420   Pave  None      Reg         Lvl
## 213          60       FV          72    8640   Pave  None      Reg         Lvl
## 214          20       RL          43   13568   Pave  None      IR2         Lvl
## 216          20       RL          72   10011   Pave  None      IR1         Lvl
## 217          20       RL          65    8450   Pave  None      Reg         Lvl
## 218          70       RM          57    9906   Pave  Grvl      Reg         Lvl
## 220         120       RL          43    3010   Pave  None      Reg         Lvl
## 221          20       RL          73    8990   Pave  None      IR1         Lvl
## 223          60       RL          85   11475   Pave  None      Reg         Lvl
## 224          20       RL          70   10500   Pave  None      Reg         Lvl
## 225          20       RL         103   13472   Pave  None      Reg         Lvl
## 226         160       RM          21    1680   Pave  None      Reg         Lvl
## 227          60       RL          82    9950   Pave  None      IR1         Lvl
## 228         160       RM          21    1869   Pave  None      Reg         Lvl
## 229          20       RL          70    8521   Pave  None      Reg         Lvl
## 230         120       RL          43    3182   Pave  None      Reg         Lvl
## 231          20       RL          73    8760   Pave  None      Reg         Lvl
## 232          60       RL         174   15138   Pave  None      IR1         Lvl
## 233         160       RM          21    1680   Pave  None      Reg         Lvl
## 234          20       RL          75   10650   Pave  None      Reg         Lvl
## 236         160       RM          21    1680   Pave  None      Reg         Lvl
## 237          20       RL          65    8773   Pave  None      Reg         Lvl
## 239          20       RL          93   12030   Pave  None      Reg         Lvl
## 240          50       RL          52    8741   Pave  None      Reg         Lvl
## 241          20       FV          75    9000   Pave  None      Reg         Lvl
## 242          30       RM          40    3880   Pave  None      Reg         Lvl
## 243          50       RM          63    5000   Pave  None      Reg         Lvl
## 244         160       RL          75   10762   Pave  None      Reg         Lvl
## 246          20       RL          80   10400   Pave  None      Reg         Lvl
## 247         190       RM          69    9142   Pave  Grvl      Reg         Lvl
## 248          20       RL          75   11310   Pave  None      Reg         Lvl
## 249          60       RL          72   11317   Pave  None      Reg         Lvl
## 251          30       RL          55    5350   Pave  None      IR1         Lvl
## 252         120       RM          44    4750   Pave  None      IR1         HLS
## 253          60       RL          65    8366   Pave  None      IR1         Lvl
## 254          80       RL          85    9350   Pave  None      Reg         Lvl
## 255          20       RL          70    8400   Pave  None      Reg         Lvl
## 256          60       RL          66    8738   Pave  None      IR1         Lvl
## 257          60       FV          64    8791   Pave  None      IR1         Lvl
## 258          20       RL          68    8814   Pave  None      Reg         Lvl
## 259          60       RL          80   12435   Pave  None      Reg         Lvl
## 260          20       RM          70   12702   Pave  None      Reg         Lvl
## 261          80       RL         120   19296   Pave  None      Reg         Lvl
## 262          60       RL          69    9588   Pave  None      IR1         Lvl
## 263          80       RL          88    8471   Pave  None      IR1         Lvl
## 264          50       RM          50    5500   Pave  None      Reg         Lvl
## 265          30       RM          30    5232   Pave  Grvl      IR3         Bnk
## 266          20       RL          78   12090   Pave  None      IR1         Lvl
## 267          60       RL          70   11207   Pave  None      IR1         HLS
## 268          75       RL          60    8400   Pave  None      Reg         Bnk
## 269          30       RM          71    6900   Pave  None      Reg         Lvl
## 271          60       FV          84   10728   Pave  None      Reg         Lvl
## 272          20       RL          73   39104   Pave  None      IR1         Low
## 273          60       RL          92   11764   Pave  None      IR1         Lvl
## 274          20       RL          80    9600   Pave  None      Reg         Lvl
## 275          20       RL          76    8314   Pave  None      Reg         Lvl
## 276          50       RL          55    7264   Pave  None      Reg         Lvl
## 277          20       RL         129    9196   Pave  None      IR1         Lvl
## 278          20       RL         140   19138   Pave  None      Reg         Lvl
## 279          20       RL         107   14450   Pave  None      Reg         Lvl
## 280          60       RL          83   10005   Pave  None      Reg         Lvl
## 281          60       RL          82   11287   Pave  None      Reg         Lvl
## 282          20       FV          60    7200   Pave  Pave      Reg         Lvl
## 283         120       RL          34    5063   Pave  None      Reg         Lvl
## 284          20       RL          74    9612   Pave  None      Reg         Lvl
## 285         120       RL          50    8012   Pave  None      Reg         Lvl
## 286         160       FV          35    4251   Pave  Pave      IR1         Lvl
## 287          50       RL          77    9786   Pave  None      IR1         Bnk
## 290          70       RL          60    8730   Pave  None      Reg         Lvl
## 291          60       RL         120   15611   Pave  None      Reg         Lvl
## 292         190       RL          55    5687   Pave  Grvl      Reg         Bnk
## 293          50       RL          60   11409   Pave  None      Reg         Lvl
## 295          20       RL          80    9600   Pave  None      Reg         Lvl
## 296          80       RL          37    7937   Pave  None      IR1         Lvl
## 297          50       RM          75   13710   Pave  None      Reg         Lvl
## 298          60       FV          66    7399   Pave  Pave      IR1         Lvl
## 299          60       RL          90   11700   Pave  None      Reg         Lvl
## 300          20       RL          80   14000   Pave  None      Reg         Lvl
## 301         190       RL          90   15750   Pave  None      Reg         Lvl
## 302          60       RL          66   16226   Pave  None      IR3         Lvl
## 303          20       RL         118   13704   Pave  None      IR1         Lvl
## 304          20       RL          70    9800   Pave  None      Reg         Lvl
## 305          75       RM          87   18386   Pave  None      Reg         Lvl
## 306          20       RL          80   10386   Pave  None      Reg         Lvl
## 307          60       RL         116   13474   Pave  None      Reg         Lvl
## 310          20       RL          90   12378   Pave  None      IR1         Lvl
## 312          20       RL          50    8000   Pave  None      Reg         Lvl
## 313         190       RM          65    7800   Pave  None      Reg         Lvl
## 314          20       RL         150  215245   Pave  None      IR3         Low
## 315          70       RM          60    9600   Pave  Grvl      Reg         Lvl
## 316          60       RL          71    7795   Pave  None      IR1         Lvl
## 317          60       RL          94   13005   Pave  None      IR1         Lvl
## 318          60       FV          75    9000   Pave  None      Reg         Lvl
## 319          60       RL          90    9900   Pave  None      Reg         Low
## 321          60       RL         111   16259   Pave  None      Reg         Lvl
## 322          60       RL          99   12099   Pave  None      IR1         Lvl
## 323          60       RL          86   10380   Pave  None      IR1         Lvl
## 324          20       RM          49    5820   Pave  None      Reg         Lvl
## 325          80       RL          96   11275   Pave  None      Reg         Lvl
## 326          45       RM          50    5000   Pave  None      Reg         Lvl
## 327         120       RL          32   10846   Pave  None      IR1         Lvl
## 328          20       RL          80   11600   Pave  None      Reg         Lvl
## 330          70       RM          60    6402   Pave  None      Reg         Lvl
## 332          20       RL          70    8176   Pave  None      Reg         Lvl
## 333          20       RL          85   10655   Pave  None      IR1         Lvl
## 334         120       RM          59    8198   Pave  None      Reg         Lvl
## 335          60       RL          59    9042   Pave  None      IR1         Lvl
## 337          20       RL          86   14157   Pave  None      IR1         HLS
## 338          20       RL          70    9135   Pave  None      Reg         Lvl
## 339          20       RL          91   14145   Pave  None      Reg         Lvl
## 340          20       RL          66   12400   Pave  None      IR1         Lvl
## 341          60       RL          85   14191   Pave  None      Reg         Lvl
## 342          20       RH          60    8400   Pave  None      Reg         Lvl
## 344         120       RL          63    8849   Pave  None      IR1         Lvl
## 345         160       RM          36    2592   Pave  None      Reg         Lvl
## 346          50       RL          65    6435   Pave  None      Reg         Lvl
## 349         160       RL          36    2448   Pave  None      Reg         Lvl
## 350          60       RL          56   20431   Pave  None      IR2         Lvl
## 351         120       RL          68    7820   Pave  None      IR1         Lvl
## 353          50       RL          60    9084   Pave  None      Reg         Lvl
## 354          30       RM          60    8520   Pave  None      Reg         Lvl
## 355          50       RL          60    8400   Pave  None      Reg         Bnk
## 356          20       RL         105   11249   Pave  None      IR2         Lvl
## 358         120       RM          44    4224   Pave  None      Reg         Lvl
## 359          80       RL          92    6930   Pave  None      IR1         Lvl
## 360          60       RL          78   12011   Pave  None      IR1         Lvl
## 363          85       RL          64    7301   Pave  None      Reg         Lvl
## 364         160       RM          21    1680   Pave  None      Reg         Lvl
## 366          70       RM          59   10690   Pave  None      Reg         Lvl
## 368          80       RL         101    9150   Pave  None      IR1         Lvl
## 369          20       RL          78    7800   Pave  None      Reg         Lvl
## 372          50       RL          80   17120   Pave  None      Reg         Lvl
## 373         120       RL          50    7175   Pave  None      Reg         Lvl
## 374          20       RL          79   10634   Pave  None      Reg         Lvl
## 375          60       RL          65    8200   Pave  None      Reg         Lvl
## 377          85       RL          57    8846   Pave  None      IR1         Lvl
## 378          60       FV         102   11143   Pave  None      IR1         Lvl
## 379          20       RL          88   11394   Pave  None      Reg         Lvl
## 380          60       RL          60    8123   Pave  None      IR1         Lvl
## 381          50       RL          50    5000   Pave  Pave      Reg         Lvl
## 382          20       FV          60    7200   Pave  Pave      Reg         Lvl
## 383          60       RL          79    9245   Pave  None      IR1         Lvl
## 384          45       RH          60    9000   Pave  None      Reg         Lvl
## 386         120       RL          43    3182   Pave  None      Reg         Lvl
## 387          50       RL          58    8410   Pave  None      Reg         Lvl
## 388          80       RL          72    7200   Pave  None      Reg         Lvl
## 389          20       RL          93    9382   Pave  None      IR1         Lvl
## 390          60       RL          96   12474   Pave  None      Reg         Lvl
## 391          50       RL          50    8405   Pave  Grvl      Reg         Lvl
## 392          60       RL          71   12209   Pave  None      IR1         Lvl
## 395          50       RL          60   10134   Pave  None      Reg         Lvl
## 396          20       RL          68    9571   Pave  None      Reg         Lvl
## 397          20       RL          60    7200   Pave  None      Reg         Low
## 398          60       RL          69    7590   Pave  None      Reg         Lvl
## 399          30       RM          60    8967   Pave  None      Reg         Lvl
## 400          60       FV          65    8125   Pave  None      Reg         Lvl
## 401         120       RL          38   14963   Pave  None      IR2         Lvl
## 402          20       RL          65    8767   Pave  None      IR1         Lvl
## 403          30       RL          60   10200   Pave  None      Reg         Lvl
## 404          60       RL          93   12090   Pave  None      Reg         Lvl
## 407          50       RL          51   10480   Pave  None      Reg         Lvl
## 408          70       RL          63   15576   Pave  None      Reg         Lvl
## 409          60       RL         109   14154   Pave  None      Reg         Lvl
## 410          60       FV          85   10800   Pave  None      Reg         Lvl
## 411          20       RL          68    9571   Pave  None      Reg         Lvl
## 412         190       RL         100   34650   Pave  None      Reg         Bnk
## 414          30       RM          56    8960   Pave  Grvl      Reg         Lvl
## 415          60       RL          59   11228   Pave  None      IR2         Lvl
## 416          20       RL          73    8899   Pave  None      IR1         Lvl
## 417          60       RL          74    7844   Pave  None      Reg         Lvl
## 418          70       RL          86   22420   Pave  None      IR1         Lvl
## 419          50       RL          60    8160   Pave  None      Reg         Lvl
## 420          20       RL          65    8450   Pave  None      Reg         Lvl
## 421          90       RM          78    7060   Pave  None      Reg         Lvl
## 423          20       RL         100   21750   Pave  None      Reg         HLS
## 424          60       RL          80    9200   Pave  None      Reg         Lvl
## 425          20       RL          72    9000   Pave  None      Reg         Lvl
## 426          60       RM          60    3378   Pave  Grvl      Reg         HLS
## 428          20       RL          77    8593   Pave  None      IR1         Lvl
## 429          20       RL          64    6762   Pave  None      Reg         Lvl
## 430          20       RL         130   11457   Pave  None      IR1         Lvl
## 431         160       RM          21    1680   Pave  None      Reg         Lvl
## 432          50       RM          60    5586   Pave  None      IR1         Bnk
## 433         160       RM          24    1920   Pave  None      Reg         Lvl
## 434          60       RL         100   10839   Pave  None      IR1         Lvl
## 435         180       RM          21    1890   Pave  None      Reg         Lvl
## 436          60       RL          43   10667   Pave  None      IR2         Lvl
## 437          50       RM          40    4400   Pave  None      Reg         Lvl
## 438          45       RM          50    6000   Pave  None      Reg         Lvl
## 439          30       RL          40    4280   Pave  None      Reg         Lvl
## 440          50       RL          67   12354   Pave  Grvl      Reg         Lvl
## 441          20       RL         105   15431   Pave  None      Reg         Lvl
## 442          90       RL          92   12108   Pave  None      Reg         Lvl
## 443          50       RM          52    6240   Pave  None      Reg         Lvl
## 444         120       RL          53    3922   Pave  None      Reg         Lvl
## 445          60       RL          70    8750   Pave  None      Reg         Lvl
## 446          20       RL          73    9855   Pave  None      Reg         Lvl
## 447          20       RL         137   16492   Pave  None      IR1         Lvl
## 449          50       RM          50    8600   Pave  None      Reg         Bnk
## 450          50       RM          50    6000   Pave  None      Reg         Lvl
## 451          30       RM          70    5684   Pave  None      Reg         Lvl
## 452          20       RL          62   70761   Pave  None      IR1         Low
## 454          60       FV          75    9000   Pave  None      Reg         Lvl
## 455          90       RL          63    9297   Pave  None      Reg         Lvl
## 456          20       RL          80    9600   Pave  None      Reg         Lvl
## 457          70       RM          34    4571   Pave  Grvl      Reg         Lvl
## 461          60       FV          75    8004   Pave  None      IR1         Lvl
## 462          70       RL          60    7200   Pave  None      Reg         Lvl
## 463          20       RL          60    8281   Pave  None      IR1         Lvl
## 464          70       RL          74   11988   Pave  None      IR1         HLS
## 465          20       RL          60    8430   Pave  None      Reg         HLS
## 467          20       RL          85   10628   Pave  None      Reg         Lvl
## 468          70       RL          79    9480   Pave  None      Reg         Lvl
## 469          20       RL          98   11428   Pave  None      IR1         Lvl
## 470          60       RL          76    9291   Pave  None      IR1         Lvl
## 472          60       RL          92   11952   Pave  None      Reg         Lvl
## 473         180       RM          35    3675   Pave  None      Reg         Lvl
## 474          20       RL         110   14977   Pave  None      IR1         Lvl
## 475         120       RL          41    5330   Pave  None      Reg         Lvl
## 476          20       RL          80    8480   Pave  None      Reg         Lvl
## 477          20       RL          75   13125   Pave  None      Reg         Lvl
## 478          60       RL         105   13693   Pave  None      Reg         Lvl
## 479          20       RL          79   10637   Pave  None      Reg         Lvl
## 480          30       RM          50    5925   Pave  None      Reg         Bnk
## 481          20       RL          98   16033   Pave  None      IR1         Lvl
## 482          20       RL          72   11846   Pave  None      IR1         HLS
## 483          70       RM          50    2500   Pave  Pave      Reg         Lvl
## 484         120       RM          32    4500   Pave  None      Reg         Lvl
## 486          20       RL          80    9600   Pave  None      Reg         Lvl
## 487          20       RL          79   10289   Pave  None      Reg         Lvl
## 488          20       RL          70   12243   Pave  None      IR1         Lvl
## 489         190       RL          60   10800   Pave  None      Reg         Lvl
## 490         180       RM          21    1526   Pave  None      Reg         Lvl
## 492          50       RL          79    9490   Pave  None      Reg         Lvl
## 493          60       RL         105   15578   Pave  None      IR1         Lvl
## 494          20       RL          70    7931   Pave  None      Reg         Lvl
## 495          30       RM          50    5784   Pave  None      Reg         Lvl
## 496          30  C (all)          60    7879   Pave  None      Reg         Lvl
## 498          50       RL          60    9120   Pave  Pave      Reg         Lvl
## 499          20       RL          65    7800   Pave  None      Reg         Lvl
## 500          20       RL          70    7535   Pave  None      IR1         Lvl
## 501         160       RM          21    1890   Pave  None      Reg         Lvl
## 502          60       FV          75    9803   Pave  None      Reg         Lvl
## 503          20       RL          70    9170   Pave  None      Reg         Lvl
## 504          20       RL         100   15602   Pave  None      IR1         Lvl
## 505         160       RL          24    2308   Pave  None      Reg         Lvl
## 506          90       RM          60    7596   Pave  Grvl      Reg         Lvl
## 507          60       RL          80    9554   Pave  None      IR1         Lvl
## 508          20       FV          75    7862   Pave  None      IR1         Lvl
## 509          70       RM          60    9600   Pave  None      Reg         Lvl
## 510          20       RL          80    9600   Pave  None      Reg         Lvl
## 511          20       RL          75   14559   Pave  None      Reg         Lvl
## 512         120       RL          40    6792   Pave  None      IR1         Lvl
## 513          20       RL          70    9100   Pave  None      Reg         Lvl
## 514          20       RL          71    9187   Pave  None      Reg         Bnk
## 515          45       RL          55   10594   Pave  None      Reg         Lvl
## 516          20       RL          94   12220   Pave  None      Reg         Lvl
## 518          60       RL          79   10208   Pave  None      IR1         Lvl
## 520          70       RL          53   10918   Pave  None      Reg         Lvl
## 521         190       RL          60   10800   Pave  Grvl      Reg         Lvl
## 522          20       RL          90   11988   Pave  None      IR1         Lvl
## 523          50       RM          50    5000   Pave  None      Reg         Lvl
## 525          60       RL          95   11787   Pave  None      IR1         Lvl
## 526          20       FV          62    7500   Pave  Pave      Reg         Lvl
## 527          20       RL          70   13300   Pave  None      Reg         Lvl
## 528          60       RL          67   14948   Pave  None      IR1         Lvl
## 529          30       RL          58    9098   Pave  None      IR1         Lvl
## 531          80       RL          85   10200   Pave  None      Reg         Lvl
## 532          70       RM          60    6155   Pave  None      IR1         Lvl
## 533          20       RL          60    7200   Pave  None      Reg         Lvl
## 534          20       RL          50    5000   Pave  None      Reg         Low
## 535          60       RL          74    9056   Pave  None      IR1         Lvl
## 536         190       RL          70    7000   Pave  None      Reg         Lvl
## 537          60       RL          57    8924   Pave  None      IR1         Lvl
## 541          20       RL          85   14601   Pave  None      Reg         Lvl
## 543          20       RL          78   10140   Pave  None      Reg         Lvl
## 544         120       RH          34    4058   Pave  None      Reg         Lvl
## 545          60       RL          58   17104   Pave  None      IR1         Lvl
## 547          50       RL          70    8737   Pave  None      IR1         Bnk
## 548          85       RL          54    7244   Pave  None      Reg         Lvl
## 549          20       RM          49    8235   Pave  None      IR1         HLS
## 550          60       FV          75    9375   Pave  None      Reg         Lvl
## 551         120       RL          53    4043   Pave  None      Reg         Lvl
## 552          20       RM          50    6000   Pave  None      Reg         Lvl
## 553          20       RL          87   11146   Pave  None      IR1         Lvl
## 554          20       RL          67    8777   Pave  None      Reg         Lvl
## 555          60       RL          85   10625   Pave  None      Reg         Lvl
## 556          45       RM          58    6380   Pave  None      Reg         Lvl
## 557          20       RL          69   14850   Pave  None      IR1         Lvl
## 558          50  C (all)          60   11040   Pave  None      Reg         Low
## 559          60       RL          57   21872   Pave  None      IR2         HLS
## 562          20       RL          77   10010   Pave  None      Reg         Lvl
## 563          30       RL          63   13907   Pave  None      Reg         Lvl
## 564          50       RL          66   21780   Pave  None      Reg         Lvl
## 566          70       RL          66    6858   Pave  None      Reg         Bnk
## 567          60       RL          77   11198   Pave  None      IR1         Lvl
## 568          20       RL          70   10171   Pave  None      IR1         Lvl
## 569          50       RL          79   12327   Pave  None      IR1         Low
## 571          90       RL          74   13101   Pave  None      IR1         Lvl
## 572          20       RL          60    7332   Pave  None      Reg         Lvl
## 573          60       RL          83   13159   Pave  None      IR1         HLS
## 574          80       RL          76    9967   Pave  None      IR1         Lvl
## 575          80       RL          70   10500   Pave  None      Reg         Lvl
## 576          50       RL          80    8480   Pave  None      Reg         Lvl
## 577          50       RL          52    6292   Pave  None      Reg         Lvl
## 578          80       RL          96   11777   Pave  None      IR1         Lvl
## 579         160       FV          34    3604   Pave  Pave      Reg         Lvl
## 580          50       RM          81   12150   Pave  Grvl      Reg         Lvl
## 582          20       RL          98   12704   Pave  None      Reg         Lvl
## 583          90       RL          81   11841   Grvl  None      Reg         Lvl
## 584          75       RM          75   13500   Pave  None      Reg         Lvl
## 585          50       RM          51    6120   Pave  None      Reg         Lvl
## 586          20       RL          88   11443   Pave  None      Reg         Lvl
## 587          30       RL          55   10267   Pave  None      Reg         Lvl
## 588          85       RL          74    8740   Pave  None      IR1         Lvl
## 589          20       RL          65   25095   Pave  None      IR1         Low
## 590          40       RM          50    9100   Pave  None      Reg         Lvl
## 591          60       RL          64    8320   Pave  None      Reg         Lvl
## 592          60       RL          97   13478   Pave  None      IR1         Lvl
## 593          20       RL          60    6600   Pave  None      Reg         Lvl
## 595          20       RL          88    7990   Pave  None      IR1         Lvl
## 596          20       RL          69   11302   Pave  None      IR1         Lvl
## 597          70       RM          60    3600   Pave  Grvl      Reg         Lvl
## 598         120       RL          53    3922   Pave  None      Reg         Lvl
## 599          20       RL          80   12984   Pave  None      Reg         Bnk
## 600         160       RM          24    1950   Pave  None      Reg         Lvl
## 601          60       RL          74   10927   Pave  None      Reg         Lvl
## 602          50       RM          50    9000   Pave  None      Reg         Bnk
## 603          60       RL          80   10041   Pave  None      IR1         Lvl
## 604         160       FV          30    3182   Pave  Pave      Reg         Lvl
## 605          20       RL          88   12803   Pave  None      IR1         Lvl
## 606          60       RL          85   13600   Pave  None      Reg         Lvl
## 607          20       RL          82   12464   Pave  None      IR2         Low
## 608          20       RL          78    7800   Pave  None      Reg         Bnk
## 609          70       RL          78   12168   Pave  None      Reg         HLS
## 610          20       RL          61    7943   Pave  None      Reg         Lvl
## 614          20       RL          70    8402   Pave  None      Reg         Lvl
## 615         180       RM          21    1491   Pave  None      Reg         Lvl
## 616          85       RL          80    8800   Pave  None      Reg         Lvl
## 618          45       RL          59    7227   Pave  None      Reg         HLS
## 619          20       RL          90   11694   Pave  None      Reg         Lvl
## 620          60       RL          85   12244   Pave  None      Reg         Lvl
## 621          30       RL          45    8248   Pave  Grvl      Reg         Lvl
## 622          60       RL          90   10800   Pave  None      Reg         Lvl
## 623          20       RL          71    7064   Pave  None      Reg         Lvl
## 625          60       RL          80   10400   Pave  None      Reg         Lvl
## 626          20       RL          87   10000   Pave  None      IR1         Lvl
## 628          80       RL          80    9600   Pave  None      Reg         Lvl
## 629          60       RL          70   11606   Pave  None      IR1         HLS
## 630          80       RL          82    9020   Pave  None      Reg         Lvl
## 631          70       RM          50    9000   Pave  Grvl      Reg         Lvl
## 632         120       RL          34    4590   Pave  None      Reg         Lvl
## 633          20       RL          85   11900   Pave  None      Reg         Lvl
## 634          20       RL          80    9250   Pave  None      Reg         Lvl
## 635          90       RL          64    6979   Pave  None      Reg         Lvl
## 636         190       RH          60   10896   Pave  Pave      Reg         Bnk
## 637          30       RM          51    6120   Pave  None      Reg         Lvl
## 638         190       RM          50    6000   Pave  None      Reg         Lvl
## 639          30       RL          67    8777   Pave  None      Reg         Lvl
## 640         120       RL          53    3982   Pave  None      Reg         Lvl
## 641         120       RL          62   12677   Pave  None      IR1         Lvl
## 643          80       RL          75   13860   Pave  None      Reg         Lvl
## 644          60       RL          80   10793   Pave  None      Reg         Lvl
## 645          20       FV          85    9187   Pave  None      Reg         Lvl
## 647          20       RL          60    7200   Pave  None      Reg         Lvl
## 648          20       RL          85   10452   Pave  None      IR1         Lvl
## 649          60       RL          70    7700   Pave  None      Reg         Lvl
## 650         180       RM          21    1936   Pave  None      Reg         Lvl
## 651          60       FV          65    8125   Pave  None      Reg         Lvl
## 652          70       RL          60    9084   Pave  None      Reg         Lvl
## 653          60       RL          70    8750   Pave  None      Reg         Lvl
## 654          50       RM          60   10320   Pave  Grvl      Reg         Lvl
## 655          20       RL          91   10437   Pave  None      IR1         Lvl
## 656         160       RM          21    1680   Pave  None      Reg         Lvl
## 657          20       RL          72   10007   Pave  None      IR1         Lvl
## 658          70       RL          60    7200   Pave  None      Reg         HLS
## 659          50       RL          78   17503   Pave  None      Reg         Lvl
## 660          20       RL          75    9937   Pave  None      Reg         Lvl
## 662          60       RL          52   46589   Pave  None      IR2         Lvl
## 663          20       RL         120   13560   Pave  None      Reg         Lvl
## 664          85       RL          90   10012   Pave  None      Reg         Lvl
## 665          20       RL          49   20896   Pave  None      IR2         Lvl
## 666          60       RL         106   11194   Pave  None      IR1         Lvl
## 668          20       RL          65    8125   Pave  None      Reg         Lvl
## 670          30       RL          80   11600   Pave  None      Reg         Lvl
## 671          60       RL          64    8633   Pave  None      Reg         Lvl
## 672          70       RH          54    6629   Pave  None      Reg         Lvl
## 674          20       RL         110   14442   Pave  None      Reg         Lvl
## 675          20       RL          80    9200   Pave  None      Reg         Lvl
## 676         160       RL          24    2289   Pave  None      Reg         Lvl
## 677          70       RM          60    9600   Pave  Grvl      Reg         Lvl
## 678          30       RL          52    9022   Pave  None      Reg         Lvl
## 679          20       RL          80   11844   Pave  None      IR1         Lvl
## 681         120       RL          50    8012   Pave  None      Reg         Lvl
## 682          50       RH          55    4500   Pave  Pave      IR2         Bnk
## 684          20       RL          90   11248   Pave  None      IR1         Lvl
## 685          60       RL          58   16770   Pave  None      IR2         Lvl
## 687          60       FV          84   10207   Pave  None      Reg         Lvl
## 689          20       RL          60    8089   Pave  None      Reg         HLS
## 690         120       RL          61    7577   Pave  None      IR1         Lvl
## 692          60       RL         104   21535   Pave  None      IR1         Lvl
## 693          60       RL          42   26178   Pave  None      IR1         Lvl
## 694          30       RL          60    5400   Pave  None      Reg         Lvl
## 695          50       RM          51    6120   Pave  None      Reg         Lvl
## 696          20       RL          54   13811   Pave  None      IR1         Lvl
## 697          30       RM          50    6000   Pave  None      Reg         Lvl
## 698          20       RL          57    6420   Pave  None      IR1         Lvl
## 699          20       RL          65    8450   Pave  None      Reg         Lvl
## 700         120       FV          59    4282   Pave  Pave      IR2         Lvl
## 701          20       RL          85   14331   Pave  None      Reg         Lvl
## 702          20       RL          80    9600   Pave  None      Reg         Lvl
## 703          60       RL          82   12438   Pave  None      IR1         Lvl
## 704         190       RM          76    7630   Pave  None      Reg         Lvl
## 705          20       RL          70    8400   Pave  None      Reg         Lvl
## 706         190       RM          70    5600   Pave  None      Reg         Lvl
## 708         120       RL          48    6240   Pave  None      Reg         Lvl
## 709          60       RL          65    9018   Pave  None      IR1         Lvl
## 711          30       RL          56    4130   Pave  None      IR1         Lvl
## 712          50  C (all)          66    8712   Pave  Pave      Reg         HLS
## 713         120       RL          40    4671   Pave  None      IR1         HLS
## 714         190       RL          60    9873   Pave  None      Reg         Lvl
## 716          20       RL          78   10140   Pave  None      Reg         Lvl
## 717          70       RM          60   10800   Pave  Grvl      Reg         Bnk
## 718          20       RL          80   10000   Pave  None      Reg         Lvl
## 719          60       RL          96   10542   Pave  None      Reg         Lvl
## 720          20       RL          69    9920   Pave  None      IR1         Lvl
## 723          20       RL          70    8120   Pave  None      Reg         Lvl
## 724          50       RL          60    8172   Pave  None      Reg         Lvl
## 725          20       RL          86   13286   Pave  None      IR1         Lvl
## 726          20       RL          60    6960   Pave  None      Reg         Lvl
## 728          20       RL          64    7314   Pave  None      Reg         Lvl
## 729          90       RL          85   11475   Pave  None      Reg         Lvl
## 730          30       RM          52    6240   Pave  Grvl      Reg         Lvl
## 731         120       RL          39    5389   Pave  None      IR1         Lvl
## 732          80       RL          73    9590   Pave  None      IR1         Lvl
## 733          60       RL          75   11404   Pave  None      IR1         Lvl
## 734          20       RL          80   10000   Pave  None      Reg         Lvl
## 736          75       RM          60   10800   Pave  None      Reg         Lvl
## 737          90       RL          60    8544   Pave  None      Reg         Lvl
## 738          60       RL          72   10463   Pave  None      IR1         HLS
## 739          90       RL          60   10800   Pave  None      Reg         Lvl
## 740          60       RL          65    9313   Pave  None      IR1         Lvl
## 741          70       RM          60    9600   Pave  Grvl      Reg         Lvl
## 742          20       RL          65    6768   Pave  None      IR1         Lvl
## 743          20       RL          65    8450   Pave  None      Reg         Lvl
## 744          80       RL          70   12886   Pave  None      IR1         Lvl
## 745         120       RL          41    5395   Pave  None      IR1         HLS
## 748          70       RM          65   11700   Pave  Pave      IR1         Lvl
## 749          20       RL          59   10593   Pave  None      IR1         Lvl
## 750          50       RL          50    8405   Pave  None      Reg         Lvl
## 751          50       RM          55    8800   Pave  Grvl      Reg         Lvl
## 753          20       RL          79    9236   Pave  None      IR1         Lvl
## 754          60       RL          80   10240   Pave  None      Reg         Lvl
## 755          20       RL          61    7930   Pave  None      Reg         Lvl
## 756         160       FV          34    3230   Pave  Pave      Reg         Lvl
## 757          60       RL          68   10769   Pave  None      IR1         Lvl
## 759         160       FV          24    2280   Pave  Pave      Reg         Lvl
## 760          60       RL          65   12257   Pave  None      IR1         Lvl
## 761          20       RL          70    9100   Pave  None      Reg         Lvl
## 762          30       RM          60    6911   Pave  None      Reg         Lvl
## 763          60       FV          72    8640   Pave  None      Reg         Lvl
## 764          60       RL          82    9430   Pave  None      Reg         Lvl
## 765         120       RL          30    9549   Pave  None      IR1         Lvl
## 766          20       RL          75   14587   Pave  None      IR1         Lvl
## 767          60       RL          80   10421   Pave  None      Reg         Lvl
## 768          50       RL          75   12508   Pave  None      IR1         Lvl
## 769          20       RL          70    9100   Pave  None      Reg         Lvl
## 770          60       RL          47   53504   Pave  None      IR2         HLS
## 772          20       RL          67    8877   Pave  None      Reg         Lvl
## 773          80       RL          94    7819   Pave  None      Reg         Lvl
## 774          20       RL          70   10150   Pave  None      Reg         Lvl
## 775          20       RL         110   14226   Pave  None      Reg         Lvl
## 776         120       RM          32    4500   Pave  None      Reg         Lvl
## 777          20       RL          86   11210   Pave  None      IR1         Lvl
## 778          20       RL         100   13350   Pave  None      IR1         Lvl
## 779          90       RH          60    8400   Pave  None      Reg         Lvl
## 780          90       RL          78   10530   Pave  None      Reg         Lvl
## 781          20       RL          63    7875   Pave  None      Reg         Lvl
## 782          60       RL          65    7153   Pave  None      Reg         Lvl
## 783          20       RL          67   16285   Pave  None      IR2         Lvl
## 785          75       RM          35    6300   Pave  Grvl      Reg         Lvl
## 787          50       RM          60   10800   Pave  None      Reg         Lvl
## 788          60       RL          76   10142   Pave  None      IR1         Lvl
## 789          20       RM          50    6000   Pave  None      Reg         Lvl
## 791         120       RL          43    3182   Pave  None      Reg         Lvl
## 793          60       RL          92    9920   Pave  None      IR1         Lvl
## 794          20       RL          76    9158   Pave  None      Reg         Lvl
## 796          60       RL          70    8400   Pave  None      Reg         Lvl
## 797          20       RL          71    8197   Pave  None      Reg         Lvl
## 798          20       RL          57    7677   Pave  None      Reg         Lvl
## 799          60       RL         104   13518   Pave  None      Reg         Lvl
## 800          50       RL          60    7200   Pave  None      Reg         Lvl
## 801          60       RL          79   12798   Pave  None      IR1         HLS
## 802          30       RM          40    4800   Pave  None      Reg         Lvl
## 803          60       RL          63    8199   Pave  None      Reg         Lvl
## 804          60       RL         107   13891   Pave  None      Reg         Lvl
## 805          20       RL          75    9000   Pave  None      Reg         Lvl
## 806          20       RL          91   12274   Pave  None      IR1         Lvl
## 807          80       RL          75    9750   Pave  None      Reg         Lvl
## 808          70       RL         144   21384   Pave  None      Reg         Lvl
## 809          80       RL          85   13400   Pave  None      Reg         Lvl
## 810          75       RM          90    8100   Pave  None      Reg         Lvl
## 811          20       RL          78   10140   Pave  None      Reg         Lvl
## 813          20  C (all)          66    8712   Grvl  None      Reg         Bnk
## 814          20       RL          75    9750   Pave  None      Reg         Lvl
## 815          50       RL          45    8248   Pave  Grvl      Reg         Lvl
## 816          20       RL          48   12137   Pave  None      IR2         Lvl
## 819          80       RL          80    8816   Pave  None      Reg         Lvl
## 820         120       RL          44    6371   Pave  None      IR1         Lvl
## 821          60       RL          72    7226   Pave  None      IR1         Lvl
## 822          20       RM          60    6000   Pave  Pave      Reg         Bnk
## 824          50       RL          60    9900   Pave  None      Reg         Lvl
## 825          20       FV          81   11216   Pave  None      Reg         Lvl
## 826          20       RL         114   14803   Pave  None      Reg         Lvl
## 827          45       RM          50    6130   Pave  None      Reg         Lvl
## 828          20       RL          65    8529   Pave  None      IR1         Lvl
## 830         160       FV          24    2544   Pave  Pave      Reg         Lvl
## 831          20       RL          80   11900   Pave  None      IR1         Lvl
## 832         160       FV          30    3180   Pave  Pave      Reg         Lvl
## 833          60       RL          44    9548   Pave  None      IR1         Lvl
## 834          20       RL         100   10004   Pave  None      Reg         Lvl
## 835          20       RL          75    7875   Pave  None      Reg         Lvl
## 836          20       RL          60    9600   Pave  None      Reg         Lvl
## 837          30       RM          90    8100   Pave  Pave      Reg         Lvl
## 838         160       RM          21    1680   Pave  None      Reg         Lvl
## 839          20       RL          75    9525   Pave  None      Reg         Lvl
## 840          50       RL          70   11767   Pave  None      Reg         Lvl
## 842          70       RM          60   10440   Pave  Grvl      Reg         Lvl
## 843          80       RL          82    9020   Pave  None      Reg         Lvl
## 844          90       RL          80    8000   Pave  None      Reg         Lvl
## 845          50       RM         100   12665   Pave  Grvl      IR1         Lvl
## 847          60       RL          75    9317   Pave  None      Reg         Lvl
## 848          20       RL          36   15523   Pave  None      IR1         Lvl
## 849          50       RL          75   45600   Pave  None      IR2         Bnk
## 850          80       RL          80    9600   Pave  None      Reg         Lvl
## 851         120       RM          36    4435   Pave  None      Reg         Lvl
## 853          75       RL          53    7128   Pave  None      Reg         Lvl
## 855          20       RL         102   17920   Pave  None      Reg         Lvl
## 858          60       RL          65    8125   Pave  None      Reg         Lvl
## 859          20       RL          80   10400   Pave  None      Reg         Lvl
## 861          50       RL          55    7642   Pave  None      Reg         Lvl
## 862         190       RL          75   11625   Pave  None      Reg         Lvl
## 863          20       RL          81    9672   Pave  None      Reg         Lvl
## 864          20       RL          70    7931   Pave  None      Reg         Lvl
## 865          20       FV          72    8640   Pave  None      Reg         Lvl
## 867          20       RL          67   10656   Pave  None      IR1         HLS
## 868          20       RL          85    6970   Pave  None      Reg         Lvl
## 870          60       RL          80    9938   Pave  None      Reg         Lvl
## 871          20       RL          60    6600   Pave  None      Reg         Lvl
## 872          60       RL          70    8750   Pave  None      Reg         Lvl
## 873          20       RL          74    8892   Pave  None      Reg         Lvl
## 874          40       RL          60   12144   Pave  None      Reg         Lvl
## 875          50       RM          52    5720   Pave  None      Reg         Lvl
## 876          60       FV          75    9000   Pave  None      Reg         Lvl
## 877          20       RL          94   25286   Pave  None      Reg         HLS
## 878          60       RL          74    8834   Pave  None      Reg         Lvl
## 879          85       RL          88   11782   Pave  None      IR1         Lvl
## 881          20       RL          60    7024   Pave  None      Reg         Lvl
## 882          50       RL          44   13758   Pave  None      IR1         Lvl
## 884          75       RL          60    6204   Pave  None      Reg         Bnk
## 885          20       RL          65    7150   Pave  None      Reg         Lvl
## 886         120       FV          50    5119   Pave  None      IR1         Lvl
## 887          90       RL          70    8393   Pave  None      Reg         Lvl
## 888          50       RL          59   16466   Pave  None      IR1         Lvl
## 889          20       RL          95   15865   Pave  None      IR1         Lvl
## 890          20       RL         128   12160   Pave  None      Reg         Lvl
## 891          50       RL          60    8064   Pave  None      Reg         Lvl
## 892          60       RL          70   11184   Pave  None      Reg         Lvl
## 893          20       RL          70    8414   Pave  None      Reg         Lvl
## 895          90       RL          64    7018   Pave  None      Reg         Bnk
## 896          60       RL          71    7056   Pave  None      Reg         Lvl
## 897          30       RM          50    8765   Pave  Grvl      Reg         Lvl
## 898          90       RL          64    7018   Pave  None      Reg         Lvl
## 899          20       RL         100   12919   Pave  None      IR1         Lvl
## 900          20       RL          65    6993   Pave  None      Reg         Lvl
## 902          20       RL          64    8712   Pave  None      IR1         Lvl
## 903          60       RL          63    7875   Pave  None      Reg         Lvl
## 904          20       RL          50   14859   Pave  None      IR1         HLS
## 906          20       RL          80    9920   Pave  None      Reg         Lvl
## 907          20       RL         116   13501   Pave  None      IR1         Lvl
## 908          50       RL          86   11500   Pave  None      IR1         Lvl
## 910          60       RL         149   12589   Pave  None      IR2         Lvl
## 911          90       RL          80   11600   Pave  None      Reg         Lvl
## 913          30       RM          51    6120   Pave  None      Reg         Lvl
## 914          90       RH          82    6270   Pave  None      Reg         HLS
## 915         160       FV          30    3000   Pave  Pave      Reg         Lvl
## 916         160       RM          21    2001   Pave  None      Reg         Lvl
## 917          20  C (all)          50    9000   Pave  None      Reg         Lvl
## 919          60       RL         103   13125   Pave  None      IR1         Lvl
## 920          20       RL          87   11029   Pave  None      IR1         Lvl
## 921          60       RL          70    8462   Pave  None      IR1         Lvl
## 922          90       RL          67    8777   Pave  None      Reg         Lvl
## 923          20       RL          65   10237   Pave  None      Reg         Lvl
## 924         120       RL          50    8012   Pave  None      Reg         Lvl
## 925          20       RL          79   10240   Pave  None      Reg         Lvl
## 927          60       RL          93   11999   Pave  None      Reg         Lvl
## 931          20       RL          73    8925   Pave  None      IR1         HLS
## 932          20       RL          70    9100   Pave  None      Reg         Lvl
## 933          20       RL          84   11670   Pave  None      IR1         Lvl
## 934          20       RL          63    8487   Pave  None      Reg         Lvl
## 935          20       RL         313   27650   Pave  None      IR2         HLS
## 936          30       RL          52    5825   Pave  None      IR1         Lvl
## 937          20       RL          67   10083   Pave  None      Reg         Lvl
## 938          60       RL          75    9675   Pave  None      Reg         Lvl
## 939          60       RL          73    8760   Pave  None      Reg         Lvl
## 941          90       RL          55   12640   Pave  None      IR1         Lvl
## 943          90       RL          42    7711   Pave  None      IR1         Lvl
## 944          90       RL         100   25000   Pave  None      Reg         Low
## 946          50       RM          98    8820   Pave  None      Reg         Lvl
## 947          80       RL          70    8163   Pave  None      Reg         Lvl
## 948          20       RL          85   14536   Pave  None      Reg         Lvl
## 949          60       RL          65   14006   Pave  None      IR1         Lvl
## 950          20       RL          78    9360   Pave  None      Reg         Lvl
## 951          20       RL          60    7200   Pave  None      Reg         Lvl
## 952          20       RH          60    7800   Pave  None      Reg         Lvl
## 953          85       RL          60    7200   Pave  None      Reg         Lvl
## 955          90       RL          35    9400   Pave  None      IR1         Lvl
## 956          90       RH          82    7136   Pave  None      IR1         HLS
## 957         160       RM          24    1300   Pave  None      Reg         Lvl
## 958          20       RL          70    7420   Pave  None      Reg         Lvl
## 959          20       RL          65    8450   Pave  None      Reg         Lvl
## 960         160       FV          24    2572   Pave  None      Reg         Lvl
## 961          20       RL          50    7207   Pave  None      IR1         Lvl
## 963         160       RL          24    2308   Pave  None      Reg         Lvl
## 964          20       RL         122   11923   Pave  None      IR1         Lvl
## 965          60       RL          80   11316   Pave  None      Reg         Lvl
## 966          60       RL          65   10237   Pave  None      Reg         Lvl
## 967          50       RL         130    9600   Pave  None      IR1         HLS
## 969          50       RM          50    5925   Pave  None      Reg         Lvl
## 970         190       RL          75   10382   Pave  None      Reg         Lvl
## 971          50       RL          60   10800   Pave  None      Reg         Lvl
## 972         160       RL          36    2268   Pave  None      Reg         Lvl
## 973         120       RL          55    7892   Pave  None      Reg         Lvl
## 974          20       FV          95   11639   Pave  None      Reg         Lvl
## 975          70       RL          60   11414   Pave  None      IR1         Lvl
## 977          30       RL          51    5900   Pave  None      IR1         Bnk
## 978         120       FV          35    4274   Pave  Pave      IR1         Lvl
## 979          20       RL          68    9450   Pave  None      Reg         Bnk
## 980          20       RL          80    8816   Pave  None      Reg         Lvl
## 982          60       RL          98   12203   Pave  None      IR1         Lvl
## 983          20       RL          43    3182   Pave  None      Reg         Lvl
## 985          90       RL          75   10125   Pave  None      Reg         Lvl
## 986         190       RL          68   10880   Pave  None      Reg         Lvl
## 987          50       RM          59    5310   Pave  None      Reg         Lvl
## 988          20       RL          83   10159   Pave  None      IR1         Lvl
## 990          60       FV          65    8125   Pave  None      Reg         Lvl
## 991          60       RL          82    9452   Pave  None      Reg         Lvl
## 992          70       RM         121   17671   Pave  Grvl      Reg         Lvl
## 993          60       RL          80    9760   Pave  None      Reg         Lvl
## 994          60       RL          68    8846   Pave  None      Reg         Lvl
## 995          20       RL          96   12456   Pave  None      Reg         Lvl
## 996          50       RL          51    4712   Pave  None      IR1         Lvl
## 999          30       RM          60    9786   Pave  None      Reg         Lvl
## 1000         20       RL          64    6762   Pave  None      Reg         Lvl
## 1001         20       RL          74   10206   Pave  None      Reg         Lvl
## 1002         30       RL          60    5400   Pave  None      Reg         Lvl
## 1003         20       RL          75   11957   Pave  None      IR1         Lvl
## 1005        120       RL          43    3182   Pave  None      Reg         Lvl
## 1006         80       RL          65    8385   Pave  None      Reg         Lvl
## 1008        160       RM          21    2217   Pave  None      Reg         Lvl
## 1009         20       RL          43   12118   Pave  None      IR1         Lvl
## 1010         50       RL          60    6000   Pave  None      Reg         Lvl
## 1011         50       RL         115   21286   Pave  None      Reg         Lvl
## 1012         90       RL          75    9825   Pave  None      Reg         Lvl
## 1013         70       RL          55   10592   Pave  None      Reg         Lvl
## 1014         30       RM          60    7200   Pave  None      Reg         Lvl
## 1015         20       RL          60   11664   Pave  None      Reg         Lvl
## 1016         60       RL          70    8400   Pave  None      Reg         Lvl
## 1017         20       RL          73   11883   Pave  None      Reg         Lvl
## 1020        120       RL          43    3013   Pave  None      Reg         Lvl
## 1021         20       RL          60    7024   Pave  None      Reg         Lvl
## 1022         20       RL          64    7406   Pave  None      Reg         Lvl
## 1023         50       RM          52    9439   Pave  None      Reg         Lvl
## 1024        120       RL          43    3182   Pave  None      Reg         Lvl
## 1026         20       RL          70    7700   Pave  None      Reg         Lvl
## 1027         20       RL          73    9300   Pave  None      Reg         Lvl
## 1028         20       RL          71    9520   Pave  None      IR1         HLS
## 1029         50       RL          79    9492   Pave  None      Reg         Lvl
## 1030        160       RM          21    1680   Pave  None      Reg         Lvl
## 1032         75       RL         102   15863   Pave  None      Reg         Lvl
## 1035         30       RL          50    6305   Pave  None      Reg         Bnk
## 1037         20       RL          89   12898   Pave  None      IR1         HLS
## 1039        160       RM          21    1533   Pave  None      Reg         Lvl
## 1040        180       RM          21    1477   Pave  None      Reg         Lvl
## 1041         20       RL          88   13125   Pave  None      Reg         Lvl
## 1043        120       RL          34    5381   Pave  None      IR1         Lvl
## 1044         60       RL          86   11839   Pave  None      Reg         Lvl
## 1045         20       RL          80    9600   Pave  None      Reg         Lvl
## 1047         60       RL          85   16056   Pave  None      IR1         Lvl
## 1048         20       RL          57    9245   Pave  None      IR2         Lvl
## 1049         20       RL         100   21750   Pave  None      Reg         Lvl
## 1050         20       RL          60   11100   Pave  None      Reg         Low
## 1051         20       RL          73    8993   Pave  None      IR1         Lvl
## 1052         20       RL         103   11175   Pave  None      IR1         Lvl
## 1053         60       RL         100    9500   Pave  None      Reg         Lvl
## 1054         20       RL          68    8562   Pave  None      Reg         Lvl
## 1055         60       RL          90   11367   Pave  None      Reg         Lvl
## 1056         20       RL         104   11361   Pave  None      Reg         Lvl
## 1057        120       RL          43    7052   Pave  None      IR1         Lvl
## 1059         60       RL          96   11308   Pave  None      IR1         Lvl
## 1061        120       RL          41    4920   Pave  None      Reg         Lvl
## 1062         30  C (all)         120   18000   Grvl  None      Reg         Low
## 1063        190       RM          85   13600   Pave  Grvl      Reg         Lvl
## 1064         30       RM          50    6000   Pave  None      Reg         Lvl
## 1066         60       RL          80   14000   Pave  None      Reg         Lvl
## 1067         60       RL          59    7837   Pave  None      IR1         Lvl
## 1068         60       RL          80    9760   Pave  None      Reg         Lvl
## 1069        160       RM          42    3964   Pave  None      Reg         Lvl
## 1070         45       RL          60    9600   Pave  None      Reg         Lvl
## 1071         20       RL          72   10152   Pave  None      Reg         Lvl
## 1072         60       RL          78   11700   Pave  None      Reg         Lvl
## 1073         50       RL          50    7585   Pave  None      Reg         Lvl
## 1074         60       RL          75    7950   Pave  None      IR1         Bnk
## 1075         20       RL          74    8556   Pave  None      Reg         Lvl
## 1076         70       RL          75   13125   Pave  None      Reg         Lvl
## 1077         50       RL          60   10800   Pave  Grvl      Reg         Lvl
## 1079        120       RM          37    4435   Pave  None      Reg         Lvl
## 1080         20       RL          65    8775   Pave  None      Reg         Lvl
## 1081         20       RL          80   11040   Pave  None      Reg         Lvl
## 1082         20       RL          75    7500   Pave  None      Reg         Lvl
## 1083         20       RL          70    8749   Pave  None      Reg         Lvl
## 1084         20       RL          80    8800   Pave  None      Reg         Lvl
## 1086         85       RL          73    9069   Pave  None      Reg         Lvl
## 1088         60       FV          85   10574   Pave  None      Reg         Lvl
## 1089        160       RM          24    2522   Pave  None      Reg         Lvl
## 1090        120       FV          37    3316   Pave  Pave      IR1         Lvl
## 1091         90       RL          60    8544   Pave  None      Reg         Lvl
## 1092        160       FV          24    2160   Pave  Pave      Reg         Lvl
## 1093         50       RL          60    8400   Pave  None      Reg         Bnk
## 1094         20       RL          71    9230   Pave  None      Reg         Lvl
## 1095         20       RL          74    5868   Pave  None      Reg         Lvl
## 1096         20       RL          78    9317   Pave  None      IR1         Lvl
## 1097         70       RM          60    6882   Pave  None      Reg         Lvl
## 1099         50       RM          50    6000   Pave  None      Reg         Lvl
## 1100         20       RL          82   11880   Pave  None      IR1         Lvl
## 1101         30       RL          60    8400   Pave  None      Reg         Bnk
## 1102         20       RL          61    9758   Pave  None      IR1         Lvl
## 1103         20       RL          70    7000   Pave  None      Reg         Lvl
## 1104         20       RL          79    8910   Pave  None      Reg         Lvl
## 1105        160       RM          24    2016   Pave  None      Reg         Lvl
## 1106         60       RL          98   12256   Pave  None      IR1         Lvl
## 1107         20       RL         114   10357   Pave  None      IR1         Lvl
## 1108         60       RL         168   23257   Pave  None      IR3         HLS
## 1110         20       RL         107   11362   Pave  None      IR1         Lvl
## 1112         60       RL          80   10480   Pave  None      Reg         Lvl
## 1113         20       RL          73    7100   Pave  None      IR1         Lvl
## 1114         20       RL          66    8923   Pave  None      Reg         Lvl
## 1115         20       RL          90    5400   Pave  None      Reg         Lvl
## 1116         20       RL          93   12085   Pave  None      Reg         Lvl
## 1118         20       RL          57    9764   Pave  None      IR1         Lvl
## 1119         80       RL          85   13825   Pave  None      Reg         Lvl
## 1120         20       RL          70    7560   Pave  None      Reg         Lvl
## 1121         30       RM          59    8263   Pave  None      Reg         Bnk
## 1122         20       RL          84   10084   Pave  None      Reg         Lvl
## 1124         20       RL          50    9405   Pave  None      Reg         Lvl
## 1126         20       RL          60   10434   Pave  None      Reg         Lvl
## 1127        120       RL          53    3684   Pave  None      Reg         Lvl
## 1128         20       RL         182   14572   Pave  None      IR3         Lvl
## 1129         60       RL          59   11796   Pave  None      IR1         Lvl
## 1130         90       RM          60    7200   Pave  Grvl      Reg         Lvl
## 1131         50       RL          65    7804   Pave  None      Reg         Lvl
## 1132         20       RL          63   10712   Pave  None      Reg         Lvl
## 1133         70       RM          90    9900   Pave  None      Reg         Lvl
## 1134         60       RL          80    9828   Pave  None      IR1         Lvl
## 1135         60       RL          57    8773   Pave  None      IR1         HLS
## 1136         30       RM          60    6180   Pave  None      Reg         Lvl
## 1137         50       RL          80    9600   Pave  None      Reg         Lvl
## 1138         50       RL          54    6342   Pave  None      Reg         Lvl
## 1140         30       RL          98    8731   Pave  None      IR1         Lvl
## 1141         20       RL          60    7350   Pave  None      Reg         Lvl
## 1143         60       RL          77    9965   Pave  None      Reg         Lvl
## 1145        190       RL          60   12180   Pave  None      Reg         Lvl
## 1146         50       RM          52    6240   Pave  None      Reg         Lvl
## 1148         70       RL          75   12000   Pave  None      Reg         Bnk
## 1150         70       RM          50    9000   Pave  None      Reg         Lvl
## 1151         20       RL          57    8280   Pave  None      IR1         Lvl
## 1152         20       RL         134   17755   Pave  None      Reg         Lvl
## 1153         20       RL          90   14115   Pave  None      IR1         Lvl
## 1156         20       RL          90   10768   Pave  None      IR1         Lvl
## 1157         80       RL          85    9350   Pave  None      Reg         Lvl
## 1158        120       RL          34    5001   Pave  None      IR1         Lvl
## 1159         20       RL          92   11932   Pave  None      Reg         Lvl
## 1160         60       RL          76    9120   Pave  None      Reg         Lvl
## 1161        160       RL          24    2280   Pave  None      Reg         Lvl
## 1163         20       RL         109    8724   Pave  None      Reg         Lvl
## 1164         90       RL          60   12900   Pave  None      Reg         Lvl
## 1166         20       RL          79    9541   Pave  None      IR1         Lvl
## 1167         20       RL          64   10475   Pave  None      IR1         Lvl
## 1168         60       RL          58   10852   Pave  None      IR1         Lvl
## 1169         70       RL         120   13728   Pave  None      Reg         Lvl
## 1170         60       RL         118   35760   Pave  None      IR1         Lvl
## 1171         80       RL          76    9880   Pave  None      Reg         Lvl
## 1172         20       RL          76    9120   Pave  None      Reg         Lvl
## 1173        160       FV          35    4017   Pave  Pave      IR1         Lvl
## 1174         50       RL         138   18030   Pave  None      IR1         Bnk
## 1175         70       RL          80   16560   Pave  None      IR1         Lvl
## 1176         50       RL          85   10678   Pave  None      Reg         Lvl
## 1177         20       RL          37    6951   Pave  None      IR1         Lvl
## 1179         50       RL          54    7681   Pave  None      IR1         Lvl
## 1180         20       RL          77    8335   Pave  None      Reg         Lvl
## 1182        120       RM          64    5587   Pave  None      IR1         HLS
## 1183         60       RL         160   15623   Pave  None      IR1         Lvl
## 1184         30       RL          60   10800   Pave  Grvl      Reg         Lvl
## 1185         20       RL          50   35133   Grvl  None      Reg         Lvl
## 1186         50       RL          60    9738   Pave  None      Reg         Lvl
## 1187        190       RL         107   10615   Pave  None      IR1         Bnk
## 1188         20       RL          89   12461   Pave  None      Reg         Lvl
## 1189         60       RL          68    8935   Pave  None      IR1         Lvl
## 1190         60       RL          60    7500   Pave  None      Reg         Lvl
## 1192        160       FV          24    2645   Pave  Pave      Reg         Lvl
## 1193         50       RM          60    9600   Pave  Grvl      Reg         Lvl
## 1195         60       RL          80    9364   Pave  None      Reg         Lvl
## 1196         60       RL          51    8029   Pave  None      IR1         Lvl
## 1197         60       RL          58   14054   Pave  None      IR1         Lvl
## 1198         75       RM          65    8850   Pave  None      IR1         Bnk
## 1199         20       RL          70    9100   Pave  None      Reg         Lvl
## 1200         20       RL          75   11235   Pave  None      Reg         Lvl
## 1201         20       RL          71    9353   Pave  None      Reg         Lvl
## 1202         60       RL          80   10400   Pave  None      Reg         Lvl
## 1203         50       RM          50    6000   Pave  None      Reg         Lvl
## 1204         20       RL          75    9750   Pave  None      Reg         Lvl
## 1205         20       RL          78   10140   Pave  None      Reg         Lvl
## 1206         20       RL          90   14684   Pave  None      IR1         Lvl
## 1208         20       RL          70    9135   Pave  None      Reg         Lvl
## 1209         20       RL          70    7763   Pave  None      Reg         Lvl
## 1210         20       RL          85   10182   Pave  None      IR1         Lvl
## 1211         60       RL          70   11218   Pave  None      Reg         Lvl
## 1212         50       RL         152   12134   Pave  None      IR1         Bnk
## 1213         30       RL          50    9340   Pave  None      Reg         Lvl
## 1215         85       RL          69   10205   Pave  None      IR1         Lvl
## 1216         20       RL          99    7094   Pave  None      IR1         Lvl
## 1217         90       RM          68    8930   Pave  None      Reg         Lvl
## 1218         20       FV          72    8640   Pave  None      Reg         Lvl
## 1219         50       RM          52    6240   Pave  None      Reg         Lvl
## 1220        160       RM          21    1680   Pave  None      Reg         Lvl
## 1221         20       RL          66    7800   Pave  None      IR1         Lvl
## 1222         20       RL          55    8250   Pave  None      Reg         Lvl
## 1223         50       RL          78   10496   Pave  None      Reg         Lvl
## 1224         20       RL          89   10680   Pave  None      Reg         Lvl
## 1225         60       RL          60   15384   Pave  None      IR1         Lvl
## 1226         80       RL          65   10482   Pave  None      Reg         Lvl
## 1227         60       RL          86   14598   Pave  None      IR1         Lvl
## 1228         20       RL          72    8872   Pave  None      Reg         Lvl
## 1229        120       RL          65    8769   Pave  None      Reg         Lvl
## 1230         80       RL          70    7910   Pave  None      Reg         Lvl
## 1232         90       RL          70    7728   Pave  None      Reg         Lvl
## 1233         90       RL          70    9842   Pave  None      Reg         Lvl
## 1235         70       RH          55    8525   Pave  None      Reg         Bnk
## 1236         70       RL          96   13132   Pave  None      Reg         Lvl
## 1237        160       RL          36    2628   Pave  None      Reg         Lvl
## 1238         60       RL          41   12393   Pave  None      IR2         Lvl
## 1239         20       RL          63   13072   Pave  None      Reg         Lvl
## 1240         20       RL          64    9037   Pave  None      IR1         HLS
## 1241         60       RL          65    8158   Pave  None      Reg         Lvl
## 1242         20       RL          83    9849   Pave  None      Reg         Lvl
## 1243         85       RL          85   10625   Pave  None      Reg         Lvl
## 1244         20       RL         107   13891   Pave  None      Reg         Lvl
## 1246         80       RL          78   12090   Pave  None      Reg         Lvl
## 1247         60       FV          65    8125   Pave  None      Reg         Lvl
## 1249         75       RM          60    9600   Pave  Grvl      Reg         Lvl
## 1250         20       RL          60    7200   Pave  None      Reg         Lvl
## 1251         20       RL          93   11160   Pave  None      Reg         Lvl
## 1253         20       RL          62    9858   Pave  None      Reg         Lvl
## 1255         60       RL          60    6931   Pave  None      Reg         Lvl
## 1256         50       RM          52    6240   Pave  None      Reg         Lvl
## 1257         20       RL          91   14303   Pave  None      IR1         Lvl
## 1258         30       RL          56    4060   Pave  None      Reg         Lvl
## 1259         80       RL          59    9587   Pave  None      IR1         Lvl
## 1260         20       RL          65    9750   Pave  None      Reg         Lvl
## 1262         20       RL          80    9600   Pave  None      Reg         Lvl
## 1264         70       RL          60   13515   Pave  Pave      Reg         Lvl
## 1265        120       RH          34    4060   Pave  None      Reg         Lvl
## 1266        160       FV          35    3735   Pave  None      Reg         Lvl
## 1267        190       RM          60   10120   Pave  None      IR1         Bnk
## 1268         20       RL          89   13214   Pave  None      IR1         HLS
## 1270         50       RL          78   11344   Pave  None      Reg         Lvl
## 1274         80       RL         124   11512   Pave  None      IR1         Lvl
## 1275         50       RL          53    5362   Pave  None      Reg         Lvl
## 1276         90       RL          95   11345   Pave  None      Reg         Lvl
## 1279         60       RL          75    9473   Pave  None      Reg         Lvl
## 1280         50  C (all)          60    7500   Pave  None      Reg         Lvl
## 1281         20       RL          67    9808   Pave  None      IR1         Lvl
## 1282         20       RL          50    8049   Pave  None      IR1         Lvl
## 1283         20       RL          61    8800   Pave  None      IR1         Lvl
## 1284         90       RL          94    9400   Pave  None      Reg         Low
## 1285         50       RL          50    9638   Pave  None      Reg         Lvl
## 1286         50       RM          50    6000   Pave  None      Reg         Lvl
## 1289        120       RL          40    5664   Pave  None      IR1         Lvl
## 1290         60       RL          86   11065   Pave  None      IR1         Lvl
## 1292        160       RM          21    1680   Pave  None      Reg         Lvl
## 1293         70       RM          60    6600   Pave  None      Reg         Lvl
## 1294         60       RL          78   10140   Pave  None      Reg         Lvl
## 1295         20       RL          60    8172   Pave  None      Reg         Lvl
## 1296         20       RL          70    8400   Pave  None      Reg         Lvl
## 1297         20       RL          80    8700   Pave  None      Reg         Lvl
## 1298        180       RM          35    3675   Pave  None      Reg         Lvl
## 1300         20       RL          75    7500   Pave  None      Reg         Lvl
## 1303         60       RL          92   10120   Pave  None      Reg         Lvl
## 1304         20       RL          73    8688   Pave  None      Reg         Lvl
## 1305        160       RM          32    3363   Pave  None      Reg         Lvl
## 1306         20       RL         108   13173   Pave  None      IR1         Lvl
## 1307        120       RL          48    6955   Pave  None      IR1         Lvl
## 1308         20       RL          60    8072   Pave  None      Reg         Lvl
## 1309         20       RM         100   12000   Pave  None      Reg         Lvl
## 1311         20       RL         100   17500   Pave  None      Reg         Lvl
## 1312         20       RL          68    8814   Pave  None      Reg         Lvl
## 1314         60       RL         108   14774   Pave  None      IR1         Lvl
## 1315         20       RL          60    8190   Pave  None      Reg         Lvl
## 1316         60       RL          85   11075   Pave  None      Reg         Lvl
## 1317         20       RL          61   10226   Pave  None      IR1         Lvl
## 1318        120       FV          47    4230   Pave  Pave      Reg         Lvl
## 1320         20       RL          75   10215   Pave  None      Reg         Bnk
## 1321         20       RL          70    8400   Pave  None      Reg         Lvl
## 1323         60       RL         107   10186   Pave  None      IR1         Lvl
## 1324         30       RL          50    5330   Pave  None      Reg         HLS
## 1325         20       RL          75    9986   Pave  None      Reg         Lvl
## 1326         30       RM          40    3636   Pave  None      Reg         Lvl
## 1327         30       RH          70    4270   Pave  None      Reg         Bnk
## 1328         20       RL          60    6600   Pave  None      Reg         Lvl
## 1329         50       RM          60   10440   Pave  Grvl      Reg         Lvl
## 1330         60       RL          63    9084   Pave  None      IR1         Lvl
## 1331         20       RL          85   10000   Pave  None      Reg         Lvl
## 1332         80       RL          55   10780   Pave  None      IR1         Lvl
## 1333         20       RL          67    8877   Pave  None      Reg         Lvl
## 1334         50       RM          60    7200   Pave  None      Reg         Lvl
## 1335        160       RM          24    2368   Pave  None      Reg         Lvl
## 1336         20       RL          80    9650   Pave  None      Reg         Lvl
## 1337         90       RL          87    9246   Pave  None      IR1         Lvl
## 1338         30       RM         153    4118   Pave  Grvl      IR1         Bnk
## 1339         60       RL          95   13450   Pave  None      IR1         Lvl
## 1340         20       RL         120    9560   Pave  None      IR1         Lvl
## 1341         20       RL          70    8294   Pave  None      Reg         Lvl
## 1342         20       RL          66   13695   Pave  None      Reg         Lvl
## 1344         50       RL          57    7558   Pave  None      Reg         Bnk
## 1345         60       RL          85   11103   Pave  None      IR1         Lvl
## 1346         30       RM          50    6000   Pave  None      Reg         Lvl
## 1348         20       RL          93   15306   Pave  None      IR1         HLS
## 1350         70       RM          50    5250   Pave  Pave      Reg         Lvl
## 1351         90       RL          91   11643   Pave  None      Reg         Lvl
## 1352         60       RL          70    9247   Pave  None      IR1         Lvl
## 1353         50       RM          50    6000   Pave  None      Reg         Lvl
## 1354         50       RL          56   14720   Pave  None      IR1         Lvl
## 1356         80       RL         102   10192   Pave  None      IR1         Lvl
## 1360         20       RL         129   16737   Pave  None      Reg         Lvl
## 1361         70       RL          51    9842   Pave  None      Reg         Lvl
## 1362         20       RL         124   16158   Pave  None      IR1         Low
## 1364         60       RL          73    8499   Pave  None      IR1         Lvl
## 1365        160       FV          30    3180   Pave  Pave      Reg         Lvl
## 1367         60       RL          68    9179   Pave  None      IR1         Lvl
## 1368        160       RM          41    2665   Pave  None      Reg         Lvl
## 1370         20       RL          48   10635   Pave  None      IR2         Lvl
## 1371         50       RL          90    5400   Pave  None      Reg         Lvl
## 1372         80       RL          80    9600   Pave  None      Reg         Lvl
## 1373         60       RL          75    9750   Pave  None      Reg         Lvl
## 1375         60       FV          85   10625   Pave  None      Reg         Lvl
## 1376         20       RL          89   10991   Pave  None      IR1         HLS
## 1377         30       RL          52    6292   Pave  None      Reg         Bnk
## 1378         50       RL          60   10998   Pave  Grvl      Reg         Lvl
## 1379        160       RM          21    1953   Pave  None      Reg         Lvl
## 1380         80       RL          73    9735   Pave  None      Reg         Lvl
## 1381         30       RL          45    8212   Pave  Grvl      Reg         Lvl
## 1383         70       RM          60    7200   Pave  None      Reg         Lvl
## 1385         50       RL          60    9060   Pave  None      Reg         Lvl
## 1386         50       RM          40    5436   Pave  None      Reg         Lvl
## 1387         60       RL          80   16692   Pave  None      IR1         Lvl
## 1388         50       RM          60    8520   Pave  Grvl      Reg         Lvl
## 1389         20       RL          42   14892   Pave  None      IR1         HLS
## 1390         50       RM          60    6000   Pave  None      Reg         Lvl
## 1391         20       RL          70    9100   Pave  None      Reg         Lvl
## 1392         90       RL          65    8944   Pave  None      Reg         Lvl
## 1393         85       RL          68    7838   Pave  None      Reg         Lvl
## 1394        190       RM          60   10800   Pave  Pave      Reg         Lvl
## 1395        120       RL          53    4045   Pave  None      Reg         Lvl
## 1396         60       RL          88   12665   Pave  None      IR1         Lvl
## 1398         70       RM          51    6120   Pave  None      Reg         Lvl
## 1399         50       RL          60    7200   Pave  None      Reg         Lvl
## 1400         50       RL          51    6171   Pave  None      Reg         Lvl
## 1401         50       RM          50    6000   Pave  None      Reg         Lvl
## 1402         60       RL          62    7415   Pave  None      IR1         Lvl
## 1403         20       RL          64    6762   Pave  None      Reg         Lvl
## 1404         20       RL          49   15256   Pave  None      IR1         Lvl
## 1405         50       RL          60   10410   Pave  Grvl      Reg         Lvl
## 1406        120       RM          44    3842   Pave  None      IR1         HLS
## 1407         85       RL          70    8445   Pave  None      Reg         Lvl
## 1409         70       RM          60    7740   Pave  None      Reg         Lvl
## 1410         60       RL          46   20544   Pave  None      IR1         Lvl
## 1411         60       RL          79   12420   Pave  None      Reg         Lvl
## 1412         50       RL          80    9600   Pave  None      Reg         Lvl
## 1413         90       RL          60    7200   Pave  None      Reg         Lvl
## 1414         20       RL          88   10994   Pave  None      IR1         Lvl
## 1415         50       RL          64   13053   Pave  Pave      Reg         Bnk
## 1416        120       RL          51    3635   Pave  None      Reg         Lvl
## 1417        190       RM          60   11340   Pave  None      Reg         Lvl
## 1419         20       RL          71    9204   Pave  None      Reg         Lvl
## 1421         60       RL          90   11700   Pave  None      Reg         Lvl
## 1422        120       RL          53    4043   Pave  None      Reg         Lvl
## 1423        120       RM          37    4435   Pave  None      Reg         Lvl
## 1426         20       RL          80   10721   Pave  None      IR1         Lvl
## 1427         60       RL          81   10944   Pave  None      IR1         Lvl
## 1428         50       RL          60   10930   Pave  Grvl      Reg         Bnk
## 1429         30       RM          60    7200   Pave  None      Reg         Lvl
## 1431         60       RL          60   21930   Pave  None      IR3         Lvl
## 1433         30       RL          60   10800   Pave  Grvl      Reg         Lvl
## 1434         60       RL          93   10261   Pave  None      IR1         Lvl
## 1435         20       RL          80   17400   Pave  None      Reg         Low
## 1436         20       RL          80    8400   Pave  None      Reg         Lvl
## 1437         20       RL          60    9000   Pave  None      Reg         Lvl
## 1438         20       RL          96   12444   Pave  None      Reg         Lvl
## 1439         20       RM          90    7407   Pave  None      Reg         Lvl
## 1440         60       RL          80   11584   Pave  None      Reg         Lvl
## 1441         70       RL          79   11526   Pave  None      IR1         Bnk
## 1443         60       FV          85   11003   Pave  None      Reg         Lvl
## 1445         20       RL          63    8500   Pave  None      Reg         Lvl
## 1446         85       RL          70    8400   Pave  None      Reg         Lvl
## 1448         60       RL          80   10000   Pave  None      Reg         Lvl
## 1449         50       RL          70   11767   Pave  None      Reg         Lvl
## 1450        180       RM          21    1533   Pave  None      Reg         Lvl
## 1451         90       RL          60    9000   Pave  None      Reg         Lvl
## 1452         20       RL          78    9262   Pave  None      Reg         Lvl
## 1453        180       RM          35    3675   Pave  None      Reg         Lvl
## 1454         20       RL          90   17217   Pave  None      Reg         Lvl
## 1455         20       FV          62    7500   Pave  Pave      Reg         Lvl
## 1456         60       RL          62    7917   Pave  None      Reg         Lvl
## 1457         20       RL          85   13175   Pave  None      Reg         Lvl
## 1458         70       RL          66    9042   Pave  None      Reg         Lvl
## 1459         20       RL          68    9717   Pave  None      Reg         Lvl
## 1460         20       RL          75    9937   Pave  None      Reg         Lvl
##      Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType
## 1       AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 2       AllPub       FR2       Gtl      Veenker      Feedr       Norm     1Fam
## 3       AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 4       AllPub    Corner       Gtl      Crawfor       Norm       Norm     1Fam
## 5       AllPub       FR2       Gtl      NoRidge       Norm       Norm     1Fam
## 6       AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 7       AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 9       AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 10      AllPub    Corner       Gtl      BrkSide     Artery     Artery   2fmCon
## 11      AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 12      AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 14      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 16      AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 18      AllPub    Inside       Gtl       Sawyer       Norm       Norm   Duplex
## 19      AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 20      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 21      AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 22      AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 23      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 24      AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 26      AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 27      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 28      AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 29      AllPub   CulDSac       Gtl        NAmes       Norm       Norm     1Fam
## 30      AllPub    Inside       Gtl      BrkSide      Feedr       RRNn     1Fam
## 31      AllPub    Inside       Gtl       IDOTRR      Feedr       Norm     1Fam
## 33      AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 34      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 35      AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 36      AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 37      AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 38      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 39      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 40      AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 41      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 42      AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 45      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 46      AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 47      AllPub   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam
## 48      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 49      AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 50      AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 52      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 53      AllPub    Corner       Mod       IDOTRR       RRNn       Norm   Duplex
## 54      AllPub    Inside       Gtl      Veenker       Norm       Norm     1Fam
## 55      AllPub    Inside       Mod        NAmes       Norm       Norm     1Fam
## 56      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 57      AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 58      AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 59      AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 60      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 61      AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 62      AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 63      AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 64      AllPub    Inside       Gtl      OldTown       RRAn      Feedr     1Fam
## 66      AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 68      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 69      AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 70      AllPub    Corner       Gtl      ClearCr       Norm       Norm     1Fam
## 71      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 72      AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 73      AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 74      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 75      AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 76      AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 78      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 79      AllPub    Inside       Gtl       Sawyer       Norm       Norm   Duplex
## 80      AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 81      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 82      AllPub       FR2       Gtl      Mitchel       Norm       Norm   TwnhsE
## 83      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 84      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 86      AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 87      AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 88      AllPub    Corner       Gtl      Somerst       Norm       Norm   TwnhsE
## 89      AllPub    Corner       Gtl       IDOTRR      Feedr      Feedr     1Fam
## 90      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 91      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 92      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 93      AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 94      AllPub    Corner       Gtl      OldTown       Norm       Norm   2fmCon
## 95      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 97      AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 98      AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 99      AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 100     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 102     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 103     AllPub    Inside       Gtl      SawyerW       Norm       Norm   Duplex
## 104     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 106     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 107     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 108     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 109     AllPub    Corner       Gtl       IDOTRR     Artery       Norm     1Fam
## 110     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 111     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 113     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 115     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 116     AllPub    Corner       Gtl      Somerst       Norm       Norm   TwnhsE
## 118     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 119     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 120     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 122     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 123     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 124     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 125     AllPub   CulDSac       Gtl       NWAmes       Norm       Norm     1Fam
## 126     AllPub    Inside       Gtl       IDOTRR       Norm       Norm   2fmCon
## 128     AllPub    Inside       Gtl      OldTown      Feedr       Norm     1Fam
## 129     AllPub    Inside       Gtl        NAmes       PosN       Norm     1Fam
## 130     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 131     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 133     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 135     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 136     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 138     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 139     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 140     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 141     AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 142     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 143     AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 144     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 145     AllPub    Inside       Gtl       Sawyer       RRAe       Norm   Duplex
## 146     AllPub    Inside       Gtl      Edwards       Norm       Norm    Twnhs
## 147     AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 149     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 151     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 152     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 155     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 156     AllPub    Corner       Gtl      Edwards     Artery       Norm     1Fam
## 157     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 158     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 159     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 160     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 162     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 163     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 164     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 165     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 166     AllPub    Inside       Gtl      Edwards       Norm       Norm   2fmCon
## 168     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 169     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 172     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 173     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 174     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 175     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 176     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 177     AllPub    Corner       Gtl      ClearCr       Norm       Norm     1Fam
## 179     AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 180     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 182     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 183     AllPub    Inside       Gtl      Edwards     Artery       Norm     1Fam
## 184     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 185     AllPub    Inside       Gtl      BrkSide       RRAn      Feedr     1Fam
## 186     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 188     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 189     AllPub    Inside       Gtl      SawyerW      Feedr       Norm   Duplex
## 190     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 191     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 193     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 194     AllPub    Inside       Gtl      Edwards       Norm       Norm    Twnhs
## 195     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 196     AllPub       FR2       Gtl      NPkVill       Norm       Norm    Twnhs
## 197     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 198     AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 199     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 200     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 201     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 202     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 203     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 205     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 206     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 207     AllPub   CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam
## 210     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 211     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 212     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 213     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 214     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 216     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 217     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 218     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 220     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 221     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 223     AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 224     AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 225     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 226     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 227     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 228     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 229     AllPub       FR2       Gtl       Sawyer      Feedr       Norm     1Fam
## 230     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 231     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 232     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 233     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 234     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 236     AllPub    Inside       Gtl       BrDale       Norm       Norm   TwnhsE
## 237     AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 239     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 240     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 241     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 242     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 243     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 244     AllPub    Corner       Gtl      SawyerW       Norm       Norm   TwnhsE
## 246     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 247     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 248     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 249     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 251     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 252     AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 253     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 254     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 255     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 256     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 257     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 258     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 259     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 260     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 261     AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 262     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 263     AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 264     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 265     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 266     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 267     AllPub       FR2       Gtl      Gilbert       Norm       Norm     1Fam
## 268     AllPub    Inside       Mod        SWISU       Norm       Norm     1Fam
## 269     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 271     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 272     AllPub   CulDSac       Sev      ClearCr       Norm       Norm     1Fam
## 273     AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 274     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 275     AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 276     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 277     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 278     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 279     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 280     AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 281     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 282     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 283     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 284     AllPub    Inside       Gtl      Somerst      Feedr       Norm     1Fam
## 285     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 286     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 287     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 290     AllPub    Inside       Gtl      BrkSide       RRAn       Norm     1Fam
## 291     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 292     AllPub    Inside       Gtl        SWISU       Norm       Norm   2fmCon
## 293     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 295     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 296     AllPub   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam
## 297     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 298     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 299     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 300     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 301     AllPub    Corner       Gtl      Crawfor       Norm       Norm   2fmCon
## 302     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 303     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 304     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 305     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 306     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 307     AllPub    Inside       Gtl      SawyerW      Feedr       Norm     1Fam
## 310     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 312     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 313     AllPub    Inside       Gtl      OldTown     Artery       Norm   2fmCon
## 314     AllPub    Inside       Sev       Timber       Norm       Norm     1Fam
## 315     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 316     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 317     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 318     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 319     AllPub    Inside       Mod      NoRidge       Norm       Norm     1Fam
## 321     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 322     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 323     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 324     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 325     AllPub    Corner       Gtl        NAmes       PosN       Norm     1Fam
## 326     AllPub    Inside       Gtl       IDOTRR       RRAe       Norm     1Fam
## 327     AllPub   CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE
## 328     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 330     AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 332     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 333     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 334     AllPub       FR3       Gtl      NridgHt       Norm       Norm   TwnhsE
## 335     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 337     AllPub    Corner       Gtl      StoneBr       Norm       Norm     1Fam
## 338     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 339     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 340     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 341     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 342     AllPub    Inside       Gtl      SawyerW      Feedr       Norm     1Fam
## 344     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 345     AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 346     AllPub    Inside       Gtl      BrkSide       RRAn       Norm     1Fam
## 349     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 350     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 351     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 353     AllPub    Inside       Gtl      Edwards     Artery       Norm     1Fam
## 354     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 355     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 356     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 358     AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 359     AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 360     AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 363     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 364     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 366     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 368     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 369     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 372     AllPub    Inside       Gtl      ClearCr      Feedr       Norm     1Fam
## 373     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 374     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 375     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 377     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 378     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 379     AllPub    Corner       Gtl      StoneBr       Norm       Norm     1Fam
## 380     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 381     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 382     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 383     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 384     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 386     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 387     AllPub       FR2       Gtl      Edwards      Feedr       Norm     1Fam
## 388     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 389     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 390     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 391     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 392     AllPub   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam
## 395     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 396     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 397     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 398     AllPub    Inside       Gtl        NAmes       PosN       Norm     1Fam
## 399     AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 400     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 401     AllPub    Inside       Gtl      Veenker       Norm       Norm   TwnhsE
## 402     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 403     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 404     AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 407     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 408     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 409     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 410     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 411     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 412     AllPub    Inside       Gtl      Gilbert       Norm       Norm   2fmCon
## 414     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 415     AllPub   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam
## 416     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 417     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 418     AllPub    Inside       Gtl      Crawfor      Feedr       Norm     1Fam
## 419     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 420     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 421     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 423     AllPub    Inside       Mod      Mitchel     Artery       Norm     1Fam
## 424     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 425     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 426     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 428     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 429     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 430     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 431     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 432     AllPub    Inside       Gtl      OldTown      Feedr       Norm     1Fam
## 433     AllPub    Inside       Gtl       BrDale       Norm       Norm   TwnhsE
## 434     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 435     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 436     AllPub   CulDSac       Gtl      CollgCr       PosN       Norm     1Fam
## 437     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 438     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 439     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 440     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 441     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 442     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 443     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 444     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 445     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 446     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 447     AllPub    Corner       Gtl        NAmes       PosA       Norm     1Fam
## 449     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 450     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 451     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 452     AllPub    Inside       Mod      ClearCr       Norm       Norm     1Fam
## 454     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 455     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 456     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 457     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 461     AllPub    Inside       Gtl      Somerst       RRAn       Norm     1Fam
## 462     AllPub    Inside       Gtl        SWISU      Feedr       Norm     1Fam
## 463     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 464     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 465     AllPub    Inside       Mod      CollgCr       Norm       Norm     1Fam
## 467     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 468     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 469     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 470     AllPub    Corner       Gtl      SawyerW       RRNe       Norm     1Fam
## 472     AllPub    Inside       Gtl       NWAmes       PosA       Norm     1Fam
## 473     AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 474     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 475     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 476     AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 477     AllPub    Inside       Mod      CollgCr       Norm       Norm     1Fam
## 478     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 479     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 480     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 481     AllPub       FR2       Gtl      NridgHt       Norm       Norm     1Fam
## 482     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 483     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 484     AllPub       FR2       Gtl      Mitchel       Norm       Norm    Twnhs
## 486     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 487     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 488     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 489     AllPub    Corner       Gtl      OldTown       Norm       Norm   2fmCon
## 490     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 492     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 493     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 494     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 495     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 496     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 498     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 499     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 500     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 501     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 502     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 503     AllPub    Corner       Gtl      Edwards      Feedr       Norm     1Fam
## 504     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 505     AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 506     AllPub    Inside       Gtl      OldTown     Artery       Norm   Duplex
## 507     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 508     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 509     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 510     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 511     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 512     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 513     AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 514     AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 515     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 516     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 518     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 520     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 521     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 522     AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 523     AllPub    Corner       Gtl      BrkSide      Feedr       Norm     1Fam
## 525     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 526     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 527     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 528     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 529     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 531     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 532     AllPub       FR3       Gtl      BrkSide       RRNn      Feedr     1Fam
## 533     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 534     AllPub    Inside       Mod      BrkSide       Norm       Norm     1Fam
## 535     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 536     AllPub    Inside       Gtl      Edwards       Norm       Norm   2fmCon
## 537     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 541     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 543     AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 544     AllPub    Inside       Gtl        NAmes       Norm       Norm   TwnhsE
## 545     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 547     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 548     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 549     AllPub    Inside       Gtl      OldTown      Feedr       RRNn     1Fam
## 550     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 551     AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 552     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 553     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 554     AllPub    Inside       Gtl      Edwards      Feedr       Norm     1Fam
## 555     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 556     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 557     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 558     AllPub    Inside       Mod       IDOTRR       Norm       Norm     1Fam
## 559     AllPub       FR2       Gtl      Gilbert       Norm       Norm     1Fam
## 562     AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 563     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 564     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 566     AllPub    Corner       Gtl        SWISU       Norm       Norm     1Fam
## 567     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 568     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 569     AllPub    Inside       Mod      SawyerW       Norm       Norm     1Fam
## 571     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 572     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 573     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 574     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 575     AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 576     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 577     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 578     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 579     AllPub    Corner       Gtl      Somerst       Norm       Norm   TwnhsE
## 580     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 582     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 583     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 584     AllPub    Inside       Gtl      OldTown     Artery       PosA     1Fam
## 585     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 586     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 587     AllPub    Inside       Gtl      BrkSide       RRAn       Norm     1Fam
## 588     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 589     AllPub    Inside       Sev      ClearCr       Norm       Norm     1Fam
## 590     AllPub    Inside       Gtl      BrkSide       RRAn      Feedr     1Fam
## 591     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 592     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 593     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 595     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 596     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 597     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 598     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 599     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 600     AllPub    Inside       Gtl      Blueste       Norm       Norm    Twnhs
## 601     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 602     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 603     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 604     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 605     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 606     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 607     AllPub    Corner       Mod      CollgCr       Norm       Norm     1Fam
## 608     AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 609     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 610     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 614     AllPub    Inside       Gtl      Mitchel      Feedr       Norm     1Fam
## 615     AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 616     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 618     AllPub    Corner       Mod        NAmes     Artery       Norm     1Fam
## 619     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 620     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 621     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 622     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 623     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 625     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 626     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 628     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 629     AllPub    Inside       Sev        NAmes       Norm       Norm     1Fam
## 630     AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 631     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 632     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 633     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 634     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 635     AllPub    Inside       Gtl      OldTown       Norm       Norm   Duplex
## 636     AllPub    Inside       Gtl        SWISU      Feedr       Norm   2fmCon
## 637     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 638     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 639     AllPub    Inside       Gtl      Edwards      Feedr       Norm     1Fam
## 640     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 641     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 643     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 644     AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 645     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 647     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 648     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 649     AllPub    Inside       Gtl        NAmes       PosN       Norm     1Fam
## 650     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 651     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 652     AllPub    Inside       Gtl      Edwards     Artery       Norm     1Fam
## 653     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 654     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 655     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 656     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 657     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 658     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 659     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 660     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 662     AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 663     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 664     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 665     AllPub   CulDSac       Gtl      Somerst       RRAn       Norm     1Fam
## 666     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 668     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 670     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 671     AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 672     AllPub    Inside       Gtl      Edwards     Artery       Norm     1Fam
## 674     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 675     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 676     AllPub    Inside       Gtl      NPkVill       Norm       Norm    Twnhs
## 677     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 678     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 679     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 681     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 682     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 684     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 685     AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 687     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 689     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 690     AllPub    Corner       Gtl      NridgHt       Norm       Norm   TwnhsE
## 692     AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 693     AllPub    Inside       Mod       Timber       Norm       Norm     1Fam
## 694     AllPub    Corner       Sev      OldTown       Norm       Norm     1Fam
## 695     AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 696     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 697     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 698     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 699     AllPub    Inside       Gtl       Sawyer       RRAe       Norm     1Fam
## 700     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 701     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 702     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 703     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 704     AllPub    Inside       Gtl      OldTown      Feedr       Norm   2fmCon
## 705     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 706     AllPub    Inside       Gtl       IDOTRR       Norm       Norm   2fmCon
## 708     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 709     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 711     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 712     AllPub    Inside       Mod       IDOTRR       Norm       Norm     1Fam
## 713     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 714     AllPub    Inside       Gtl      BrkSide       RRAn       Norm   2fmCon
## 716     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 717     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 718     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 719     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 720     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 723     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 724     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 725     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 726     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 728     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 729     AllPub    Corner       Gtl        NAmes       Norm       Norm   Duplex
## 730     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 731     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 732     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 733     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 734     AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 736     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 737     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 738     AllPub   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam
## 739     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 740     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 741     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 742     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 743     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 744     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 745     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 748     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 749     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 750     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 751     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 753     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 754     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 755     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 756     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 757     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 759     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 760     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 761     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 762     AllPub       FR2       Gtl      BrkSide      Feedr       Norm     1Fam
## 763     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 764     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 765     AllPub   CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE
## 766     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 767     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 768     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 769     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 770     AllPub   CulDSac       Mod      StoneBr       Norm       Norm     1Fam
## 772     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 773     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 774     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 775     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 776     AllPub       FR2       Gtl      Mitchel       Norm       Norm   TwnhsE
## 777     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 778     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 779     AllPub    Inside       Gtl      SawyerW      Feedr       Norm   Duplex
## 780     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 781     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 782     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 783     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 785     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 787     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 788     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 789     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 791     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 793     AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 794     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 796     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 797     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 798     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 799     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 800     AllPub    Corner       Gtl        SWISU      Feedr       Norm     1Fam
## 801     AllPub    Inside       Mod      ClearCr      Feedr       Norm     1Fam
## 802     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 803     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 804     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 805     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 806     AllPub       FR2       Gtl      Somerst       Norm       Norm     1Fam
## 807     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 808     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 809     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 810     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 811     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 813     AllPub    Inside       Mod       IDOTRR       Norm       Norm     1Fam
## 814     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 815     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 816     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 819     AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 820     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 821     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 822     AllPub    Inside       Mod      OldTown       Norm       Norm   2fmCon
## 824     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 825     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 826     AllPub    Inside       Gtl      NridgHt       PosN       PosN     1Fam
## 827     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 828     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 830     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 831     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 832     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 833     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 834     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 835     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 836     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 837     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 838     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 839     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 840     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 842     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 843     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 844     AllPub    Corner       Gtl        NAmes     Artery       Norm   Duplex
## 845     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 847     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 848     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 849     AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 850     AllPub       FR2       Gtl      Veenker      Feedr       Norm     1Fam
## 851     AllPub    Inside       Gtl      CollgCr       Norm       Norm   TwnhsE
## 853     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 855     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 858     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 859     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 861     AllPub    Corner       Gtl      Crawfor       Norm       Norm     1Fam
## 862     AllPub    Inside       Gtl       Sawyer       Norm       Norm   2fmCon
## 863     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 864     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 865     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 867     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 868     AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 870     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 871     AllPub    Inside       Gtl        NAmes       PosN       Norm     1Fam
## 872     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 873     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 874     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 875     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 876     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 877     AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 878     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 879     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 881     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 882     AllPub   CulDSac       Gtl       Timber       Norm       Norm     1Fam
## 884     AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 885     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 886     AllPub   CulDSac       Gtl      Somerst       Norm       Norm   TwnhsE
## 887     AllPub    Corner       Gtl        NAmes       Norm       Norm   Duplex
## 888     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 889     AllPub    Inside       Mod        NAmes       Norm       Norm     1Fam
## 890     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 891     AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 892     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 893     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 895     AllPub    Inside       Gtl      SawyerW       Norm       Norm   Duplex
## 896     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 897     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 898     AllPub    Inside       Gtl      SawyerW      Feedr       Norm   Duplex
## 899     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 900     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 902     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 903     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 904     AllPub   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam
## 906     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 907     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 908     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 910     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 911     AllPub    Corner       Gtl        NAmes      Feedr       Norm   Duplex
## 913     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 914     AllPub    Inside       Gtl      Crawfor       Norm       Norm   Duplex
## 915     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 916     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 917     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 919     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 920     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 921     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 922     AllPub    Inside       Gtl      Edwards      Feedr       Norm   Duplex
## 923     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 924     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 925     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 927     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 931     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 932     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 933     AllPub    Corner       Gtl      Somerst       RRNn       Norm     1Fam
## 934     AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 935     AllPub    Inside       Mod        NAmes       PosA       Norm     1Fam
## 936     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 937     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 938     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 939     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 941     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 943     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 944     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 946     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 947     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 948     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 949     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 950     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 951     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 952     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 953     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 955     AllPub   CulDSac       Gtl      Edwards       Norm       Norm   Duplex
## 956     AllPub    Inside       Gtl      Crawfor       Norm       Norm   Duplex
## 957     AllPub    Inside       Gtl      Blueste       Norm       Norm   TwnhsE
## 958     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 959     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 960     AllPub       FR2       Gtl      Somerst       Norm       Norm    Twnhs
## 961     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 963     AllPub    Corner       Gtl      NPkVill       Norm       Norm   TwnhsE
## 964     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 965     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 966     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 967     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 969     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 970     AllPub    Inside       Gtl        NAmes       Norm       Norm   2fmCon
## 971     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 972     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 973     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 974     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 975     AllPub    Corner       Gtl      BrkSide       RRAn      Feedr     1Fam
## 977     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 978     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 979     AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 980     AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 982     AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 983     AllPub    Inside       Gtl      Blmngtn       Norm       Norm     1Fam
## 985     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 986     AllPub    Inside       Gtl      Edwards       Norm       Norm   2fmCon
## 987     AllPub    Corner       Gtl      OldTown      Feedr       Norm     1Fam
## 988     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 990     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 991     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 992     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 993     AllPub    Inside       Mod        NAmes       Norm       Norm     1Fam
## 994     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 995     AllPub       FR2       Gtl      NridgHt       Norm       Norm     1Fam
## 996     AllPub    Inside       Mod      BrkSide      Feedr       Norm     1Fam
## 999     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1000    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1001    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1002    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1003    AllPub    Inside       Gtl      Somerst       RRAn       Norm     1Fam
## 1005    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1006    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1008    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1009    AllPub   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam
## 1010    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1011    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1012    AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 1013    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1014    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1015    AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 1016    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1017    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1020    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1021    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1022    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1023    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1024    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1026    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1027    AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 1028    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1029    AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 1030    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1032    AllPub    Corner       Gtl        SWISU       Norm       Norm     1Fam
## 1035    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1037    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1039    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1040    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1041    AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 1043    AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 1044    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1045    AllPub    Inside       Gtl       NWAmes       PosN       Norm     1Fam
## 1047    AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 1048    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1049    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1050    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1051    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1052    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1053    AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 1054    AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 1055    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1056    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1057    AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 1059    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1061    AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 1062    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1063    AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 1064    AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 1066    AllPub    Inside       Mod      ClearCr       Norm       Norm     1Fam
## 1067    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1068    AllPub    Inside       Mod        NAmes       Norm       Norm     1Fam
## 1069    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1070    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1071    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1072    AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 1073    AllPub    Inside       Gtl      Edwards     Artery       Norm     1Fam
## 1074    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1075    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1076    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1077    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1079    AllPub    Inside       Gtl      CollgCr       Norm       Norm   TwnhsE
## 1080    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1081    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1082    AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 1083    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1084    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1086    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1088    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1089    AllPub    Inside       Gtl      Edwards       Norm       Norm    Twnhs
## 1090    AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 1091    AllPub    Corner       Gtl        NAmes       Norm       Norm   Duplex
## 1092    AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 1093    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1094    AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 1095    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1096    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1097    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1099    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1100    AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 1101    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1102    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1103    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1104    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1105    AllPub    Inside       Gtl       BrDale       Norm       Norm   TwnhsE
## 1106    AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 1107    AllPub    Corner       Gtl      SawyerW      Feedr       Norm     1Fam
## 1108    AllPub   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam
## 1110    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1112    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1113    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1114    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1115    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1116    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1118    AllPub       FR2       Gtl       Sawyer      Feedr       Norm     1Fam
## 1119    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1120    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1121    AllPub    Inside       Mod       IDOTRR       Norm       Norm     1Fam
## 1122    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1124    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1126    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1127    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1128    AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 1129    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1130    AllPub    Inside       Gtl      OldTown       Norm       Norm   Duplex
## 1131    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1132    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1133    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1134    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1135    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1136    AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 1137    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1138    AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 1140    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1141    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1143    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1145    AllPub    Inside       Gtl      Edwards       Norm       Norm   2fmCon
## 1146    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1148    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1150    AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 1151    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1152    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1153    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1156    AllPub    Corner       Gtl      Veenker       Norm       Norm     1Fam
## 1157    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1158    AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 1159    AllPub       FR2       Gtl      Somerst      Feedr       Norm     1Fam
## 1160    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1161    AllPub    Inside       Gtl      NPkVill       Norm       Norm    Twnhs
## 1163    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1164    AllPub    Inside       Gtl       Sawyer      Feedr       Norm   Duplex
## 1166    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1167    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1168    AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 1169    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1170    AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 1171    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1172    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1173    AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 1174    AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 1175    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1176    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1177    AllPub   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam
## 1179    AllPub       FR2       Gtl      Crawfor       Norm       Norm     1Fam
## 1180    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1182    AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 1183    AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 1184    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1185    AllPub    Inside       Mod       Timber       Norm       Norm     1Fam
## 1186    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1187    AllPub    Corner       Mod      OldTown     Artery     Artery   2fmCon
## 1188    AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 1189    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1190    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1192    AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 1193    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1195    AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 1196    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1197    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1198    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1199    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1200    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1201    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1202    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1203    AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 1204    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1205    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1206    AllPub   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam
## 1208    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1209    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1210    AllPub   CulDSac       Gtl      Somerst       RRNn       Norm     1Fam
## 1211    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1212    AllPub    Inside       Mod      Gilbert       Norm       Norm     1Fam
## 1213    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1215    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1216    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1217    AllPub    Inside       Gtl       Sawyer       RRAe       Norm   Duplex
## 1218    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1219    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1220    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1221    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1222    AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 1223    AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 1224    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1225    AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 1226    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1227    AllPub   CulDSac       Gtl      Somerst      Feedr       Norm     1Fam
## 1228    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1229    AllPub    Corner       Gtl      NridgHt       Norm       Norm   TwnhsE
## 1230    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1232    AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 1233    AllPub       FR2       Gtl        NAmes       Norm       Norm   Duplex
## 1235    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1236    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1237    AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 1238    AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 1239    AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 1240    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1241    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1242    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1243    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1244    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1246    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1247    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1249    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1250    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1251    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1253    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1255    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1256    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1257    AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 1258    AllPub    Corner       Gtl      Edwards      Feedr       Norm     1Fam
## 1259    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1260    AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 1262    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1264    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1265    AllPub    Inside       Gtl        NAmes       Norm       Norm   TwnhsE
## 1266    AllPub       FR3       Gtl      Somerst       Norm       Norm   TwnhsE
## 1267    AllPub    Inside       Gtl      OldTown      Feedr       Norm   2fmCon
## 1268    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1270    AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 1274    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1275    AllPub    Corner       Gtl      Crawfor       Norm       Norm     1Fam
## 1276    AllPub    Corner       Gtl        NAmes      Feedr       Norm   Duplex
## 1279    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1280    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1281    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1282    AllPub   CulDSac       Gtl       Timber       Norm       Norm     1Fam
## 1283    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1284    AllPub    Corner       Gtl      Mitchel       Norm       Norm   Duplex
## 1285    AllPub    Inside       Gtl        SWISU      Feedr       Norm     1Fam
## 1286    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1289    AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 1290    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1292    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1293    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1294    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1295    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1296    AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 1297    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1298    AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 1300    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1303    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1304    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1305    AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 1306    AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 1307    AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 1308    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1309    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1311    AllPub    Inside       Gtl      Crawfor       PosA       Norm     1Fam
## 1312    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1314    AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 1315    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1316    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1317    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1318    AllPub    Corner       Gtl      Somerst       Norm       Norm   TwnhsE
## 1320    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1321    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1323    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1324    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1325    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1326    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1327    AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 1328    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1329    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1330    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1331    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1332    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1333    AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 1334    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1335    AllPub    Inside       Gtl       BrDale       Norm       Norm   TwnhsE
## 1336    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1337    AllPub    Inside       Gtl       NWAmes      Feedr       Norm   Duplex
## 1338    AllPub    Corner       Mod      OldTown      Feedr       Norm     1Fam
## 1339    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1340    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1341    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1342    AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 1344    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1345    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1346    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1348    AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 1350    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1351    AllPub    Inside       Gtl        NAmes     Artery       Norm   Duplex
## 1352    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1353    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1354    AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 1356    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1360    AllPub       FR3       Gtl      NridgHt       Norm       Norm     1Fam
## 1361    AllPub    Inside       Gtl        SWISU      Feedr       Norm     1Fam
## 1362    AllPub    Inside       Mod      StoneBr       Norm       Norm     1Fam
## 1364    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1365    AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 1367    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1368    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1370    AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 1371    AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 1372    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1373    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1375    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1376    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1377    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1378    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1379    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1380    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1381    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1383    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1385    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1386    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1387    AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 1388    AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 1389    AllPub   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam
## 1390    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1391    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1392    AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 1393    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1394    AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 1395    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1396    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1398    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1399    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1400    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1401    AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 1402    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1403    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1404    AllPub   CulDSac       Gtl      Somerst       RRAn       Norm     1Fam
## 1405    AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 1406    AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 1407    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1409    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1410    AllPub   CulDSac       Gtl       NWAmes       Norm       Norm     1Fam
## 1411    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1412    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1413    AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 1414    AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 1415    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1416    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1417    AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 1419    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1421    AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 1422    AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 1423    AllPub    Inside       Gtl      CollgCr       Norm       Norm   TwnhsE
## 1426    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1427    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1428    AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 1429    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1431    AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 1433    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1434    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1435    AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 1436    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1437    AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 1438    AllPub       FR2       Gtl      NridgHt       Norm       Norm     1Fam
## 1439    AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 1440    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1441    AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 1443    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1445    AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 1446    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1448    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1449    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1450    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1451    AllPub       FR2       Gtl        NAmes       Norm       Norm   Duplex
## 1452    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1453    AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 1454    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1455    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1456    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1457    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1458    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1459    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1460    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
##      HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle
## 1        2Story           7           5      2003         2003     Gable
## 2        1Story           6           8      1976         1976     Gable
## 3        2Story           7           5      2001         2002     Gable
## 4        2Story           7           5      1915         1970     Gable
## 5        2Story           8           5      2000         2000     Gable
## 6        1.5Fin           5           5      1993         1995     Gable
## 7        1Story           8           5      2004         2005     Gable
## 9        1.5Fin           7           5      1931         1950     Gable
## 10       1.5Unf           5           6      1939         1950     Gable
## 11       1Story           5           5      1965         1965       Hip
## 12       2Story           9           5      2005         2006       Hip
## 14       1Story           7           5      2006         2007     Gable
## 16       1.5Unf           7           8      1929         2001     Gable
## 18       1Story           4           5      1967         1967     Gable
## 19       1Story           5           5      2004         2004     Gable
## 20       1Story           5           6      1958         1965       Hip
## 21       2Story           8           5      2005         2006     Gable
## 22       1.5Unf           7           7      1930         1950     Gable
## 23       1Story           8           5      2002         2002       Hip
## 24       1Story           5           7      1976         1976     Gable
## 26       1Story           8           5      2007         2007     Gable
## 27       1Story           5           7      1951         2000     Gable
## 28       1Story           8           5      2007         2008     Gable
## 29       1Story           5           6      1957         1997     Gable
## 30       1Story           4           6      1927         1950     Gable
## 31       2Story           4           4      1920         1950   Gambrel
## 33       1Story           8           5      2007         2007     Gable
## 34       1Story           5           5      1959         1959       Hip
## 35       1Story           9           5      2005         2005       Hip
## 36       2Story           8           5      2004         2005     Gable
## 37       1Story           5           5      1994         1995     Gable
## 38       1Story           5           6      1954         1990       Hip
## 39       1Story           5           7      1953         2007     Gable
## 40       1Story           4           5      1955         1955     Gable
## 41       1Story           6           5      1965         1965     Gable
## 42       1Story           5           6      1959         1959     Gable
## 45       1Story           5           6      1959         1959     Gable
## 46       1Story           9           5      2005         2005       Hip
## 47       1.5Fin           7           5      2003         2003     Gable
## 48       1Story           8           5      2006         2006     Gable
## 49       2Story           4           5      1920         2008     Gable
## 50       1Story           5           7      1966         1966     Gable
## 52       1.5Fin           6           6      1934         1950     Gable
## 53       1Story           5           5      1963         1963     Gable
## 54       1Story           9           5      1981         1987     Gable
## 55         SLvl           5           5      1955         1955     Gable
## 56       1Story           6           5      1964         1964     Gable
## 57       2Story           8           5      1999         2000     Gable
## 58       2Story           7           5      2004         2004     Gable
## 59       2Story          10           5      2006         2006       Hip
## 60       1Story           5           7      1972         1972     Gable
## 61       1Story           6           5      2004         2004     Gable
## 62       2.5Unf           5           7      1920         1996     Gable
## 63       1Story           8           5      2006         2006     Gable
## 64       2Story           7           6      1921         1950     Gable
## 66       2Story           8           5      2004         2005     Gable
## 68       1Story           7           5      2003         2003     Gable
## 69       1Story           4           6      1945         1950     Gable
## 70       1.5Fin           7           4      1953         1953     Gable
## 71       1Story           7           6      1973         1973     Gable
## 72       1Story           4           6      1982         2006     Gable
## 73       2Story           7           5      1998         1998     Gable
## 74       1Story           5           7      1954         2003     Gable
## 75       2Story           3           6      1915         1950   Gambrel
## 76         SLvl           4           5      1973         1973     Gable
## 78       1.5Fin           5           5      1948         2001     Gable
## 79       1Story           4           5      1968         1968       Hip
## 80       2Story           5           6      1910         1981     Gable
## 81       2Story           6           6      1968         1968     Gable
## 82       1Story           6           5      1998         1998       Hip
## 83       1Story           8           5      2007         2007     Gable
## 84       1Story           5           5      1960         1960     Gable
## 86       2Story           8           5      1991         1992       Hip
## 87       2Story           6           5      2005         2005     Gable
## 88       2Story           6           5      2009         2009     Gable
## 89       1.5Fin           3           2      1915         1982       Hip
## 90       1Story           4           5      1994         1995     Gable
## 91       1Story           4           5      1950         1950     Gable
## 92       1Story           5           3      1961         1961       Hip
## 93       1Story           5           7      1921         2006     Gable
## 94       2.5Unf           6           6      1910         1998       Hip
## 95       2Story           6           5      1997         1997     Gable
## 97       1Story           7           5      1999         1999     Gable
## 98       1Story           4           5      1965         1965       Hip
## 99       1Story           5           5      1920         1950     Gable
## 100      1Story           4           5      1959         1959     Gable
## 102      2Story           6           5      1985         1985     Gable
## 103      1Story           5           5      1979         1979     Gable
## 104      1Story           7           5      2009         2009     Gable
## 106      2Story           8           5      2003         2004       Hip
## 107      1Story           4           7      1885         1995   Mansard
## 108      1Story           5           5      1948         1950     Gable
## 109      1.5Fin           5           7      1919         2005     Gable
## 110      1Story           6           6      1977         1977       Hip
## 111      1.5Fin           6           4      1954         1972     Gable
## 113      2Story           7           5      2007         2007     Gable
## 115      2Story           6           8      1945         2002   Gambrel
## 116      2Story           6           5      1999         1999     Gable
## 118      1Story           5           5      2006         2007     Gable
## 119      2Story           7           5      1990         1990       Hip
## 120      2Story           6           5      2005         2006     Gable
## 122      1.5Fin           4           5      1939         1950     Gable
## 123      1Story           6           7      1958         1958       Hip
## 124      1Story           6           5      1993         1993     Gable
## 125      1Story           6           5      1979         1998     Gable
## 126      1.5Fin           6           8      1935         1982     Gable
## 128      1.5Unf           5           7      1930         1950     Gable
## 129      2Story           6           5      1966         1966     Gable
## 130      1Story           5           7      1958         1991     Gable
## 131      2Story           7           6      1966         1966     Gable
## 133      1Story           5           6      1959         2002     Gable
## 135      1Story           5           6      1968         1993     Gable
## 136      1Story           7           6      1970         1970       Hip
## 138      1Story           7           5      1988         1989     Gable
## 139      2Story           8           5      1999         2000     Gable
## 140      2Story           6           5      1997         1997     Gable
## 141      1Story           4           5      1971         1971     Gable
## 142      1Story           7           5      2005         2005     Gable
## 143      1.5Fin           5           4      1952         1952     Gable
## 144      1Story           7           5      1999         1999     Gable
## 145      1Story           5           5      1963         1963     Gable
## 146      2Story           6           5      2004         2006     Gable
## 147      1Story           5           7      1931         1993     Gable
## 149      1Story           7           5      2004         2005     Gable
## 151      1Story           5           6      1975         1975     Gable
## 152      1Story           8           5      2007         2008       Hip
## 155      1Story           6           5      1923         1950     Gable
## 156      1.5Fin           6           5      1924         1950     Gable
## 157      1Story           5           7      1950         1950       Hip
## 158      2Story           8           5      2009         2010     Gable
## 159      2Story           7           5      2004         2005     Gable
## 160      2Story           7           5      2005         2006     Gable
## 162      2Story           9           5      2003         2004     Gable
## 163      1Story           7           5      2005         2005     Gable
## 164      1.5Unf           4           6      1956         1956     Gable
## 165      1Story           6           7      1926         2004     Gable
## 166      1.5Fin           5           7      1940         1999     Gable
## 168      2Story           8           5      2007         2007     Gable
## 169      2Story           7           5      2004         2004     Gable
## 172      1Story           6           5      1960         1960       Hip
## 173      2Story           7           7      1987         1987     Gable
## 174      1Story           6           5      1961         1961     Gable
## 175      1Story           6           5      1986         1986     Gable
## 176      1Story           6           7      1950         2001     Gable
## 177      2Story           6           5      1988         1989     Gable
## 179      1Story           9           5      2008         2009       Hip
## 180      1Story           5           6      1923         2006     Gable
## 182      2Story           7           6      1920         1950     Gable
## 183      1Story           5           6      1957         2006       Hip
## 184      1.5Fin           7           5      2003         2003     Gable
## 185      1.5Fin           5           8      1908         1991     Gable
## 186      2.5Fin          10           9      1892         1993     Gable
## 188      1.5Fin           5           7      1916         1987     Gable
## 189      SFoyer           5           5      1979         1979     Gable
## 190      1Story           8           5      2001         2002     Gable
## 191      2Story           8           8      1932         1994       Hip
## 193      1Story           7           5      1999         1999     Gable
## 194      2Story           7           5      2004         2004     Gable
## 195      1Story           5           7      1972         1972       Hip
## 196      2Story           6           6      1976         1976     Gable
## 197      1Story           7           5      2007         2007       Hip
## 198      2Story           8           4      1918         1990     Gable
## 199      2.5Fin           6           6      1912         1950     Gable
## 200      1Story           8           5      2004         2005       Hip
## 201      1Story           4           5      2003         2004     Gable
## 202      1Story           6           6      1977         1977     Gable
## 203      1.5Fin           6           6      1924         1950     Gable
## 205      1.5Fin           5           7      1947         1950     Gable
## 206      1Story           7           5      1990         1990     Gable
## 207      1Story           5           5      1962         1962     Gable
## 210      1Story           6           7      1964         1964       Hip
## 211      1Story           5           6      1925         1950     Gable
## 212      1Story           6           5      2009         2009     Gable
## 213      2Story           7           5      2009         2009     Gable
## 214      1Story           5           5      1995         1995     Gable
## 216      1Story           5           6      1957         1996     Gable
## 217      1Story           7           5      2004         2004     Gable
## 218      2Story           4           4      1925         1950     Gable
## 220      1Story           7           5      2005         2006     Gable
## 221      1Story           7           5      2006         2006     Gable
## 223      2Story           6           6      1975         1975     Gable
## 224      1Story           4           6      1971         1971     Gable
## 225      1Story          10           5      2003         2003       Hip
## 226      2Story           5           5      1971         1971     Gable
## 227      2Story           7           5      1995         1995     Gable
## 228      2Story           6           6      1970         1970     Gable
## 229      1Story           5           5      1967         1967     Gable
## 230      1Story           7           5      2005         2006     Gable
## 231      1Story           6           6      1959         1959       Hip
## 232      2Story           8           5      1995         1996     Gable
## 233      2Story           6           5      1972         1972     Gable
## 234      1Story           5           6      1976         1976     Gable
## 236      2Story           6           3      1971         1971     Gable
## 237      1Story           7           5      2004         2004     Gable
## 239      1Story           8           5      2007         2007       Hip
## 240      1.5Fin           6           4      1945         1950     Gable
## 241      1Story           8           5      2008         2008     Gable
## 242      1Story           5           9      1945         1997     Gable
## 243      1.5Fin           5           4      1900         1950     Gable
## 244      2Story           6           6      1980         1980     Gable
## 246      1Story           7           5      1988         1988     Gable
## 247      2Story           6           8      1910         1950     Gable
## 248      1Story           6           5      1954         1954       Hip
## 249      2Story           7           5      2003         2003     Gable
## 251      1Story           3           2      1940         1966     Gable
## 252      1Story           8           5      2006         2007       Hip
## 253      2Story           6           5      2004         2004     Gable
## 254        SLvl           6           7      1964         1991       Hip
## 255      1Story           5           6      1957         1957     Gable
## 256      2Story           7           5      1999         1999     Gable
## 257      2Story           6           5      2003         2003     Gable
## 258      1Story           7           5      2006         2006     Gable
## 259      2Story           7           5      2001         2001     Gable
## 260      1Story           5           5      1956         1956     Gable
## 261        SLvl           6           5      1962         1962     Gable
## 262      2Story           8           5      2007         2007     Gable
## 263        SLvl           6           7      1977         1995     Gable
## 264      1.5Fin           5           7      1929         2001     Gable
## 265      1Story           5           5      1925         2004     Gable
## 266      1Story           6           6      1981         1981     Gable
## 267      2Story           6           5      1997         1997     Gable
## 268      2.5Fin           5           8      1939         1997     Gable
## 269      1Story           5           6      1940         1955     Gable
## 271      2Story           8           5      2006         2006     Gable
## 272      1Story           7           7      1954         2005      Flat
## 273      2Story           8           7      1999         2007     Gable
## 274      1Story           6           6      1958         1988       Hip
## 275      1Story           5           7      1982         1982     Gable
## 276      1.5Fin           7           7      1925         2007     Gable
## 277      1Story           7           5      2003         2003     Gable
## 278      1Story           4           5      1951         1951     Gable
## 279      1Story           9           5      2006         2007     Gable
## 280      2Story           7           5      1977         1977       Hip
## 281      2Story           7           6      1989         1989     Gable
## 282      1Story           6           5      2006         2006     Gable
## 283      1Story           7           5      2007         2008     Gable
## 284      1Story           8           5      2008         2009     Gable
## 285      1Story           6           5      1992         1992     Gable
## 286      2Story           7           5      2006         2007     Gable
## 287      1.5Fin           6           7      1962         1981     Gable
## 290      2Story           6           7      1915         2003     Gable
## 291      2Story           8           5      2006         2006     Gable
## 292      2Story           5           6      1912         2000     Gable
## 293      1.5Fin           5           4      1949         2008     Gable
## 295      1Story           6           5      1953         1953       Hip
## 296        SLvl           6           6      1984         1984     Gable
## 297      1.5Fin           5           5      1950         1950     Gable
## 298      2Story           7           5      1997         1998       Hip
## 299      2Story           6           6      1968         1968   Mansard
## 300      1Story           6           8      1950         2004     Gable
## 301      1Story           5           5      1953         1953       Hip
## 302      2Story           8           5      1998         1999     Gable
## 303      1Story           7           5      2001         2002     Gable
## 304      1Story           5           7      1972         1972     Gable
## 305      2.5Fin           7           9      1880         2002     Gable
## 306      1Story           8           5      2004         2005     Gable
## 307      2Story           7           5      1990         1991     Gable
## 310      1Story           9           5      2003         2004     Gable
## 312      1Story           6           6      1948         2002     Gable
## 313      1.5Fin           5           7      1939         1950     Gable
## 314      1Story           7           5      1965         1965       Hip
## 315      2Story           7           7      1925         1990     Gable
## 316      2Story           7           5      2004         2005     Gable
## 317      2Story           7           7      1980         1980     Gable
## 318      2Story           8           5      2006         2006     Gable
## 319      2Story           7           5      1993         1993     Gable
## 321      2Story           9           5      2006         2006     Gable
## 322      2Story           8           5      2004         2004     Gable
## 323      2Story           7           5      1986         1987     Gable
## 324      1Story           3           8      1955         2005     Gable
## 325        SLvl           7           7      1967         2007   Mansard
## 326      1.5Unf           5           6      1941         1950     Gable
## 327      1Story           8           5      1993         1993     Gable
## 328      1Story           6           5      1960         1960       Hip
## 330      2Story           5           5      1920         1950     Gable
## 332      1Story           5           6      1958         1992     Gable
## 333      1Story           8           5      2003         2004     Gable
## 334      1Story           7           5      2004         2004     Gable
## 335      2Story           6           5      1998         1998     Gable
## 337      1Story           9           5      2005         2006       Hip
## 338      1Story           7           5      2002         2003     Gable
## 339      1Story           7           7      1984         1998     Gable
## 340      1Story           6           7      1958         1998       Hip
## 341      2Story           8           5      2002         2002     Gable
## 342      1Story           4           4      1950         1950     Gable
## 344      1Story           9           5      2005         2005       Hip
## 345      2Story           5           3      1976         1976     Gable
## 346      1.5Fin           6           5      1939         1950     Gable
## 349      2Story           7           5      2003         2004     Gable
## 350      2Story           9           5      2005         2006       Hip
## 351      1Story           9           5      2007         2007       Hip
## 353      1.5Fin           5           6      1941         1950     Gable
## 354      1Story           6           8      1928         2003     Gable
## 355      1.5Fin           6           5      1940         2000     Gable
## 356      1Story           6           5      1995         1995     Gable
## 358      1Story           5           5      1976         1976     Gable
## 359        SLvl           5           4      1958         1958       Hip
## 360      2Story           8           5      1998         1998     Gable
## 363      SFoyer           7           5      2003         2003     Gable
## 364      2Story           6           8      1972         2007     Gable
## 366      2Story           5           7      1920         1997       Hip
## 368        SLvl           6           5      1962         1962     Gable
## 369      1Story           5           6      1954         1954     Gable
## 372      1.5Fin           4           4      1959         1959     Gable
## 373      1Story           6           5      1984         1984     Gable
## 374      1Story           5           6      1953         1953     Gable
## 375      2Story           7           5      2003         2004     Gable
## 377      SFoyer           5           5      1996         1996     Gable
## 378      2Story           8           5      2004         2005     Gable
## 379      1Story           9           2      2010         2010       Hip
## 380      2Story           6           5      2000         2000     Gable
## 381      1.5Fin           5           6      1924         1950     Gable
## 382      1Story           7           5      2006         2006     Gable
## 383      2Story           7           5      2006         2006     Gable
## 384      1.5Unf           6           3      1928         1950     Gable
## 386      1Story           8           5      2004         2005     Gable
## 387      1.5Fin           5           3      1910         1996   Gambrel
## 388        SLvl           6           6      1976         1976       Hip
## 389      1Story           7           5      1999         2000     Gable
## 390      2Story          10           5      2007         2008     Gable
## 391      1.5Fin           5           8      1900         1950     Gable
## 392      2Story           6           5      2001         2002     Gable
## 395      1.5Fin           5           6      1940         1950     Gable
## 396      1Story           5           6      1956         1956     Gable
## 397      1Story           5           5      1972         1972       Hip
## 398      2Story           5           5      1962         1962     Gable
## 399      1Story           5           2      1920         1950     Gable
## 400      2Story           7           5      2006         2007     Gable
## 401      1Story           8           5      1996         1996     Gable
## 402      1Story           7           5      2005         2005     Gable
## 403      1Story           5           8      1940         1997     Gable
## 404      2Story           8           5      1998         1998       Hip
## 407      1.5Fin           6           5      1936         1950     Gable
## 408      2Story           6           7      1915         1976     Gable
## 409      2Story           7           5      2006         2006     Gable
## 410      2Story           8           5      2007         2008     Gable
## 411      1Story           5           3      1958         1958     Gable
## 412      1Story           5           5      1955         1955       Hip
## 414      1Story           5           6      1927         1950     Gable
## 415      2Story           7           5      1993         1993     Gable
## 416      1Story           7           5      2007         2007     Gable
## 417      2Story           6           7      1978         1978       Hip
## 418      2Story           6           6      1918         1950       Hip
## 419      1.5Fin           5           6      1940         1950     Gable
## 420      1Story           5           6      1968         1968     Gable
## 421      SFoyer           7           5      1997         1998     Gable
## 423      1Story           5           5      1954         1954       Hip
## 424      2Story           8           5      1998         1998     Gable
## 425      1Story           6           5      1956         1956     Gable
## 426      2Story           7           8      1946         1992     Gable
## 428      1Story           4           6      1957         1957       Hip
## 429      1Story           7           5      2007         2007     Gable
## 430      1Story           6           5      1988         1988     Gable
## 431      2Story           6           5      1971         1971     Gable
## 432      1.5Fin           6           7      1920         1998     Gable
## 433      2Story           5           5      1971         1971     Gable
## 434      2Story           6           5      1997         1998     Gable
## 435      SFoyer           4           7      1972         1972     Gable
## 436      2Story           7           6      1996         1996     Gable
## 437      1.5Fin           6           8      1920         1950     Gable
## 438      1.5Unf           6           7      1926         2004     Gable
## 439      1Story           5           6      1913         2002     Gable
## 440      1.5Fin           6           8      1920         2000     Gable
## 441      1Story          10           5      2008         2008       Hip
## 442      1Story           4           4      1955         1955     Gable
## 443      1.5Fin           5           7      1930         1992     Gable
## 444      1Story           7           5      2006         2007     Gable
## 445      2Story           7           5      1994         1995     Gable
## 446      1Story           6           5      1956         1956       Hip
## 447      1Story           6           6      1966         2002     Gable
## 449      1.5Fin           6           6      1937         1950     Gable
## 450      1.5Fin           3           7      1948         2002     Gable
## 451      1Story           6           8      1930         2005       Hip
## 452      1Story           7           5      1975         1975     Gable
## 454      2Story           8           5      2008         2008     Gable
## 455      1Story           5           5      1976         1976     Gable
## 456      1Story           7           6      1973         1973       Hip
## 457      2Story           5           5      1916         1950     Gable
## 461      2Story           8           5      2009         2009     Gable
## 462      2Story           7           9      1936         2007     Gable
## 463      1Story           5           5      1965         1965     Gable
## 464      2Story           6           7      1934         1995       Hip
## 465      1Story           5           5      1978         1978     Gable
## 467      1Story           7           5      1970         1970      Flat
## 468      2Story           5           7      1942         1995     Gable
## 469      1Story           8           5      2006         2006     Gable
## 470      2Story           6           5      1993         1993     Gable
## 472      2Story           7           6      1977         1977   Mansard
## 473        SLvl           6           5      2005         2005     Gable
## 474      1Story           8           5      2006         2007     Gable
## 475      1Story           8           5      2000         2000     Gable
## 476      1Story           5           6      1963         1963       Hip
## 477      1Story           6           5      1997         1998     Gable
## 478      2Story           9           5      2006         2006       Hip
## 479      1Story           8           5      2007         2008       Hip
## 480      1Story           4           7      1937         2000       Hip
## 481      1Story           9           5      2004         2005       Hip
## 482      1Story           9           5      2003         2004       Hip
## 483      2Story           7           8      1915         2005     Gable
## 484      1Story           6           5      1998         1998       Hip
## 486      1Story           5           7      1950         2007     Gable
## 487      1Story           5           7      1965         1965       Hip
## 488      1Story           5           6      1971         1971     Gable
## 489      1.5Fin           5           4      1900         1970     Gable
## 490      SFoyer           4           8      1970         2002     Gable
## 492      1.5Fin           6           7      1941         1950     Gable
## 493      2Story           6           5      2006         2006     Gable
## 494      1Story           5           6      1960         1960     Gable
## 495      1Story           5           8      1938         1996     Gable
## 496      1Story           4           5      1920         1950     Gable
## 498      1.5Fin           7           6      1925         1950     Gable
## 499      1Story           5           7      1967         2004       Hip
## 500      1Story           5           7      1958         1985     Gable
## 501      2Story           6           5      1973         1973     Gable
## 502      2Story           7           5      2005         2005     Gable
## 503      1Story           5           7      1965         1965       Hip
## 504      1Story           7           8      1959         1997     Gable
## 505      2Story           6           5      1974         1974     Gable
## 506      2Story           5           5      1952         1952       Hip
## 507      2Story           8           5      1993         1994     Gable
## 508      1Story           6           5      2009         2009     Gable
## 509      2Story           7           9      1928         2005   Gambrel
## 510      1Story           5           6      1959         1959     Gable
## 511      1Story           5           7      1951         2000       Hip
## 512      1Story           7           5      2005         2006     Gable
## 513      1Story           5           5      1958         1958     Gable
## 514      1Story           6           5      1983         1983     Gable
## 515      1.5Unf           5           5      1926         1950     Gable
## 516      1Story          10           5      2009         2009       Hip
## 518      2Story           7           5      1996         1997     Gable
## 520      2Story           7           9      1926         2004   Gambrel
## 521      2Story           4           7      1900         2000     Gable
## 522      1Story           6           6      1957         1957     Gable
## 523      1.5Fin           6           7      1947         1950     Gable
## 525      2Story           7           5      1996         1997     Gable
## 526      1Story           7           5      2005         2005     Gable
## 527      1Story           5           7      1956         2000       Hip
## 528      2Story           9           5      2008         2008       Hip
## 529      1Story           4           7      1920         2002     Gable
## 531        SLvl           6           5      1988         1989     Gable
## 532      2Story           6           8      1920         1999     Gable
## 533      1Story           5           7      1955         2007     Gable
## 534      1Story           1           3      1946         1950     Gable
## 535      2Story           8           5      2004         2004     Gable
## 536      2Story           5           7      1910         1991     Gable
## 537      2Story           7           5      1998         1999     Gable
## 541      1Story           9           5      2006         2006       Hip
## 543      1Story           7           5      1998         1999       Hip
## 544      SFoyer           7           5      1998         1998     Gable
## 545      2Story           7           5      2006         2006     Gable
## 547      1.5Fin           6           7      1923         1950     Gable
## 548      SFoyer           5           7      1970         1970     Gable
## 549      1Story           5           7      1955         1995     Gable
## 550      2Story           7           5      2003         2004     Gable
## 551      1Story           6           6      1977         1977     Gable
## 552      1Story           5           6      1957         1957       Hip
## 553      1Story           8           5      2006         2006     Gable
## 554      1Story           4           5      1949         2003     Gable
## 555      2Story           7           5      2003         2004     Gable
## 556      1.5Unf           5           6      1922         1950     Gable
## 557      1Story           5           5      1957         1957     Gable
## 558      1.5Fin           4           6      1920         1950     Gable
## 559      2Story           7           5      1996         1997     Gable
## 562      1Story           5           5      1974         1975     Gable
## 563      1Story           5           6      1940         1969     Gable
## 564      1.5Fin           6           7      1918         1950     Gable
## 566      2Story           6           4      1915         1950     Gable
## 567      2Story           9           5      2005         2007       Hip
## 568      1Story           7           5      2004         2004     Gable
## 569      1.5Fin           8           8      1983         2009     Gable
## 571      1Story           5           5      1965         1965     Gable
## 572      1Story           6           6      1959         1959     Gable
## 573      2Story           7           5      2009         2009     Gable
## 574        SLvl           7           5      2000         2000     Gable
## 575        SLvl           5           7      1971         2005   Gambrel
## 576      1.5Fin           5           5      1947         1950     Gable
## 577      1.5Fin           7           7      1928         1950     Gable
## 578        SLvl           5           6      1966         1966     Gable
## 579      2Story           7           5      2007         2007     Gable
## 580      1.5Fin           5           5      1954         1954     Gable
## 582      1Story           8           5      2008         2009       Hip
## 583      SFoyer           6           5      1990         1990     Gable
## 584      2.5Unf          10           9      1893         2000     Gable
## 585      1.5Fin           4           7      1935         1995     Gable
## 586      1Story           8           5      2005         2006       Hip
## 587      1Story           6           7      1918         2000     Gable
## 588      SFoyer           5           6      1982         1982       Hip
## 589      1Story           5           8      1968         2003      Flat
## 590      1Story           5           6      1930         1960     Gable
## 591      2Story           7           5      2004         2004     Gable
## 592      2Story          10           5      2008         2008     Gable
## 593      1Story           5           8      1982         2003     Gable
## 595      1Story           5           6      1975         1975       Hip
## 596      1Story           8           5      2005         2006     Gable
## 597      2Story           6           7      1910         1993     Gable
## 598      1Story           7           5      2006         2007     Gable
## 599      1Story           5           6      1977         1977     Gable
## 600      2Story           6           6      1980         1980     Gable
## 601      2Story           8           5      2005         2005     Gable
## 602      1.5Fin           6           6      1937         1950     Gable
## 603      2Story           8           5      1992         1992     Gable
## 604      2Story           7           5      2004         2005     Gable
## 605      1Story           7           5      2002         2002     Gable
## 606      2Story           7           6      1965         1990     Gable
## 607      1Story           5           5      1996         1996     Gable
## 608      2Story           5           8      1948         2002     Gable
## 609      2Story           8           6      1934         1998     Gable
## 610      1Story           4           5      1961         1961     Gable
## 614      1Story           5           5      2007         2007     Gable
## 615      SFoyer           4           6      1972         1972     Gable
## 616      SFoyer           6           7      1963         1963     Gable
## 618      1.5Unf           6           6      1954         1954     Gable
## 619      1Story           9           5      2007         2007       Hip
## 620      2Story           8           5      2003         2003       Hip
## 621      1Story           3           3      1914         1950     Gable
## 622      2Story           6           7      1974         1997     Gable
## 623      1Story           5           6      1977         1977     Gable
## 625      2Story           6           5      1972         1972     Gable
## 626      1Story           6           6      1962         1962       Hip
## 628        SLvl           6           6      1955         1972     Gable
## 629      2Story           5           5      1969         1969     Gable
## 630        SLvl           6           5      1964         1964     Gable
## 631      2Story           5           6      1880         1991     Gable
## 632      1Story           8           5      2006         2006     Gable
## 633      1Story           7           5      1977         1977       Hip
## 634      1Story           5           7      1954         2005     Gable
## 635      SFoyer           6           5      1980         1980     Gable
## 636      2.5Fin           6           7      1914         1995       Hip
## 637      1Story           2           3      1936         1950     Gable
## 638      1.5Fin           5           4      1954         1954     Gable
## 639      1Story           5           7      1910         1950     Gable
## 640      1Story           8           5      2006         2006       Hip
## 641      1Story           8           5      2003         2004       Hip
## 643        SLvl           8           7      1972         1995     Gable
## 644      2Story           5           5      1969         1969   Mansard
## 645      1Story           9           5      2009         2009     Gable
## 647      1Story           5           5      1950         1950       Hip
## 648      1Story           6           5      1953         1953       Hip
## 649      2Story           6           5      1966         1966     Gable
## 650      SFoyer           4           6      1970         1970     Gable
## 651      2Story           7           6      2007         2007     Gable
## 652      2Story           4           5      1940         1950     Gable
## 653      2Story           7           5      1996         1996     Gable
## 654      1.5Fin           6           7      1906         1995     Gable
## 655      1Story           8           6      1995         1995       Hip
## 656      2Story           6           5      1971         1971     Gable
## 657      1Story           5           7      1959         2006     Gable
## 658      2Story           7           6      1931         2000     Gable
## 659      1.5Fin           6           5      1948         1950     Gable
## 660      1Story           5           7      1964         1999       Hip
## 662      2Story           8           7      1994         2005       Hip
## 663      1Story           6           3      1968         1968       Hip
## 664      SFoyer           4           5      1972         1972     Gable
## 665      1Story           8           5      2005         2006     Gable
## 666      2Story           8           5      2000         2000     Gable
## 668      1Story           6           5      1994         1998     Gable
## 670      1Story           4           5      1922         1950     Gable
## 671      2Story           6           5      2005         2005     Gable
## 672      2Story           6           6      1925         1950   Gambrel
## 674      1Story           6           7      1957         2004       Hip
## 675      1Story           6           6      1965         1965     Gable
## 676      2Story           6           6      1978         1978     Gable
## 677      2Story           4           2      1900         1950     Gable
## 678      1Story           5           8      1924         2006     Gable
## 679      1Story           8           5      2008         2008       Hip
## 681      1Story           6           5      1980         1980     Gable
## 682      1.5Fin           5           5      1932         2000     Gable
## 684      1Story           9           5      2002         2002       Hip
## 685      2Story           7           5      1998         1998     Gable
## 687      2Story           7           6      2007         2007     Gable
## 689      1Story           8           6      2007         2007     Gable
## 690      1Story           6           5      2005         2006     Gable
## 692      2Story          10           6      1994         1995     Gable
## 693      2Story           7           5      1989         1990       Hip
## 694      1Story           5           6      1921         1968     Gable
## 695      1.5Fin           5           6      1936         1950     Gable
## 696      1Story           6           6      1987         1987     Gable
## 697      1Story           5           7      1921         1950     Gable
## 698      1Story           5           7      1952         1952     Gable
## 699      1Story           5           8      1965         2009     Gable
## 700      1Story           7           5      2004         2004     Gable
## 701      1Story           8           5      2002         2002       Hip
## 702      1Story           7           5      1969         1969       Hip
## 703      2Story           8           5      2006         2006       Hip
## 704      2Story           5           9      1900         1996     Gable
## 705      1Story           7           5      2004         2005     Gable
## 706      2Story           4           5      1930         1950       Hip
## 708      1Story           8           5      2006         2006       Hip
## 709      2Story           7           5      2007         2007       Hip
## 711      1Story           3           6      1935         2003     Gable
## 712      1.5Fin           4           7      1900         1950     Gable
## 713      1Story           8           5      1988         1989     Gable
## 714      1Story           4           5      1970         1970     Gable
## 716      1Story           6           5      1974         1974       Hip
## 717      2Story           7           8      1890         1998     Gable
## 718      1Story           5           6      1973         2000     Gable
## 719      2Story           7           5      1993         1994       Hip
## 720      1Story           5           6      1969         1969     Gable
## 723      1Story           4           7      1970         1970     Gable
## 724      1.5Fin           4           6      1954         1972     Gable
## 725      1Story           9           5      2007         2008       Hip
## 726      1Story           4           6      1970         1970     Gable
## 728      1Story           7           5      2007         2007     Gable
## 729      1Story           5           5      1958         1958     Gable
## 730      1.5Fin           4           5      1925         1950     Gable
## 731      1Story           8           5      1995         1996     Gable
## 732        SLvl           7           5      2003         2003     Gable
## 733      2Story           7           5      1998         1999     Gable
## 734      1Story           5           6      1961         1983       Hip
## 736      2.5Unf           7           7      1914         1970     Gable
## 737      1Story           3           4      1950         1950     Gable
## 738      2Story           8           5      2005         2005     Gable
## 739      1Story           5           5      1987         1988     Gable
## 740      2Story           7           5      2004         2004     Gable
## 741      2Story           5           7      1910         2002     Gable
## 742      1Story           6           8      1961         1996       Hip
## 743      1Story           7           5      2000         2001     Gable
## 744        SLvl           5           6      1963         1999     Gable
## 745      1Story           8           5      1993         1993     Gable
## 748      2Story           7           7      1880         2003   Mansard
## 749      1Story           7           5      1996         1996       Hip
## 750      1.5Fin           4           3      1945         1950     Gable
## 751      1.5Fin           4           7      1910         2004     Gable
## 753      1Story           6           5      1997         1997     Gable
## 754      2Story           8           5      2005         2005     Gable
## 755      1Story           6           8      1969         2005     Gable
## 756      2Story           6           5      1999         1999     Gable
## 757      2Story           8           5      2007         2007     Gable
## 759      2Story           7           5      1999         1999     Gable
## 760      2Story           8           5      1995         1995     Gable
## 761      1Story           6           6      1959         1959       Hip
## 762      1Story           5           5      1924         1950     Gable
## 763      2Story           7           5      2009         2009     Gable
## 764      2Story           8           5      1999         1999     Gable
## 765      1Story           8           5      1995         1996       Hip
## 766      1Story           9           5      2008         2008     Gable
## 767      2Story           7           5      1988         1988     Gable
## 768      1.5Fin           6           7      1940         1985     Gable
## 769      1Story           7           5      2004         2005       Hip
## 770      2Story           8           5      2003         2003       Hip
## 772      1Story           4           5      1951         1951     Gable
## 773        SLvl           6           5      1976         1976     Gable
## 774      1Story           5           5      1958         1958     Gable
## 775      1Story           8           5      2006         2006       Hip
## 776      1Story           6           5      1998         1998       Hip
## 777      1Story           7           5      2005         2006     Gable
## 778      1Story           5           5      1974         1974       Hip
## 779      1Story           5           5      1977         1977     Gable
## 780      SFoyer           6           5      1977         1977     Gable
## 781      1Story           7           5      1995         1996     Gable
## 782      2Story           6           5      1992         1992     Gable
## 783      1Story           7           5      2001         2002     Gable
## 785      2.5Unf           6           6      1914         2001     Gable
## 787      1.5Fin           5           6      1915         1950     Gable
## 788      2Story           7           5      2004         2004     Gable
## 789      1Story           4           7      1954         2000     Gable
## 791      1Story           7           5      2005         2006     Gable
## 793      2Story           7           5      1996         1997     Gable
## 794      1Story           8           5      2007         2007     Gable
## 796      2Story           6           6      1980         1981     Gable
## 797      1Story           6           5      1977         1977     Gable
## 798      1Story           5           5      1953         1953     Gable
## 799      2Story           9           5      2008         2009       Hip
## 800      1.5Fin           5           7      1937         1950     Gable
## 801      2Story           6           5      1997         1997     Gable
## 802      1Story           4           7      1916         1990     Gable
## 803      2Story           7           5      2005         2005     Gable
## 804      2Story           9           5      2008         2009       Hip
## 805      1Story           5           5      1954         1954     Gable
## 806      1Story           7           5      2008         2008     Gable
## 807        SLvl           5           5      1967         1967     Gable
## 808      2Story           5           6      1923         2004     Gable
## 809        SLvl           5           5      1966         1966     Gable
## 810      2.5Unf           5           5      1898         1965       Hip
## 811      1Story           6           6      1974         1999       Hip
## 813      1Story           5           5      1952         1952       Hip
## 814      1Story           6           6      1958         1958     Gable
## 815      1.5Fin           5           7      1918         1950     Gable
## 816      1Story           7           5      1998         1998     Gable
## 819        SLvl           6           7      1971         1971     Gable
## 820      1Story           7           5      2009         2010     Gable
## 821      2Story           7           5      2003         2003     Gable
## 822      1Story           4           4      1953         1953     Gable
## 824      1.5Fin           6           7      1940         1950     Gable
## 825      1Story           8           5      2006         2006     Gable
## 826      1Story          10           5      2007         2008       Hip
## 827      1.5Unf           5           6      1924         1950     Gable
## 828      1Story           7           5      2001         2001     Gable
## 830      2Story           7           5      2005         2005     Gable
## 831      1Story           6           5      1957         1957     Gable
## 832      2Story           7           5      2005         2005     Gable
## 833      2Story           7           6      2003         2003     Gable
## 834      1Story           6           6      1964         1964     Gable
## 835      1Story           5           6      1961         1961     Gable
## 836      1Story           4           7      1950         1995     Gable
## 837      1Story           5           6      1948         1973     Gable
## 838      2Story           6           5      1973         1973     Gable
## 839      1Story           5           6      1995         2006     Gable
## 840      1.5Fin           5           6      1946         1995     Gable
## 842      2Story           5           8      1904         2002     Gable
## 843        SLvl           6           7      1966         1966     Gable
## 844      1Story           5           4      1961         1961     Gable
## 845      1.5Fin           5           8      1915         1950     Gable
## 847      2Story           7           5      1993         1993     Gable
## 848      1Story           5           6      1972         1972     Gable
## 849      1.5Fin           6           8      1908         1997     Gable
## 850        SLvl           6           7      1976         1994       Hip
## 851      1Story           6           5      2003         2003     Gable
## 853      2.5Unf           7           5      1941         1950     Gable
## 855      1Story           5           4      1955         1974       Hip
## 858      2Story           6           5      1994         1995     Gable
## 859      1Story           7           5      1976         1976     Gable
## 861      1.5Fin           7           8      1918         1998     Gable
## 862      1Story           5           4      1965         1965       Hip
## 863      1Story           6           5      1984         1985       Hip
## 864      1Story           5           5      1959         1959       Hip
## 865      1Story           7           5      2007         2008     Gable
## 867      1Story           8           5      2006         2007     Gable
## 868      1Story           4           5      1961         1961     Gable
## 870      2Story           7           5      1993         1994     Gable
## 871      1Story           5           5      1962         1962       Hip
## 872      2Story           6           5      1998         1998     Gable
## 873      1Story           5           7      1953         1996     Gable
## 874      1Story           5           7      1949         1950     Gable
## 875      1.5Fin           5           6      1941         1950     Gable
## 876      2Story           8           5      2007         2007     Gable
## 877      1Story           4           5      1963         1963     Gable
## 878      2Story           9           5      2004         2005       Hip
## 879      SFoyer           5           7      1961         1995     Gable
## 881      1Story           5           5      2005         2006     Gable
## 882      1.5Fin           7           5      1990         1991     Gable
## 884      2.5Fin           4           5      1912         1950     Gable
## 885      1Story           5           5      1967         1967     Gable
## 886      1Story           9           5      1999         2000     Gable
## 887      1Story           5           5      1959         2005     Gable
## 888      1.5Fin           5           7      1955         1955     Gable
## 889      1Story           8           6      1970         1970      Flat
## 890      1Story           6           4      1953         1953       Hip
## 891      1.5Fin           5           7      1949         2006     Gable
## 892      2Story           6           5      1978         1978       Hip
## 893      1Story           6           8      1963         2003       Hip
## 895      1Story           5           5      1979         1979     Gable
## 896      2Story           6           5      1963         1963       Hip
## 897      1Story           4           6      1936         1950     Gable
## 898      2Story           5           5      1979         1979     Gable
## 899      1Story           9           5      2009         2010       Hip
## 900      1Story           5           7      1961         1994     Gable
## 902      1Story           5           7      1957         2000       Hip
## 903      2Story           7           5      2003         2003     Gable
## 904      1Story           7           5      2006         2006       Hip
## 906      1Story           5           5      1954         1954     Gable
## 907      1Story           8           5      2006         2006     Gable
## 908      1.5Fin           7           7      1936         1987     Gable
## 910      2Story           6           5      2005         2005     Gable
## 911      2Story           5           5      1960         1960     Gable
## 913      1Story           5           7      1925         1950     Gable
## 914      2Story           5           6      1949         1950     Gable
## 915      2Story           6           5      2009         2009     Gable
## 916      2Story           4           5      1970         1970     Gable
## 917      1Story           2           3      1949         1950     Gable
## 919      2Story           7           5      1991         1991     Gable
## 920      1Story           6           8      1958         2002       Hip
## 921      2Story           6           5      1994         1994     Gable
## 922      1.5Fin           5           7      1900         2003     Gable
## 923      1Story           6           5      2005         2006     Gable
## 924      1Story           6           5      1993         1994     Gable
## 925      1Story           6           6      1980         1980     Gable
## 927      2Story           8           5      2003         2004       Hip
## 931      1Story           8           5      2007         2007     Gable
## 932      1Story           5           6      1965         1965     Gable
## 933      1Story           9           5      2006         2006       Hip
## 934      1Story           7           5      2004         2004     Gable
## 935      1Story           7           7      1960         2007      Flat
## 936      1Story           4           5      1926         1953     Gable
## 937      1Story           7           5      2003         2003     Gable
## 938      2Story           7           5      2005         2005     Gable
## 939      2Story           7           5      2006         2006     Gable
## 941      1Story           6           5      1976         1976     Gable
## 943      1Story           4           3      1977         1977     Gable
## 944      1Story           5           4      1967         1967     Gable
## 946      1.5Fin           5           6      1890         1996       Hip
## 947        SLvl           5           6      1959         1959     Gable
## 948      1Story           8           5      2002         2003       Hip
## 949      2Story           7           5      2002         2002     Gable
## 950      1Story           6           7      1972         2006       Hip
## 951      1Story           5           8      1950         2002     Gable
## 952      1Story           5           5      1965         1965     Gable
## 953      SFoyer           5           8      1972         2003     Gable
## 955      SFoyer           6           5      1975         1975      Flat
## 956      2Story           6           6      1946         1950     Gable
## 957      2Story           6           6      1980         1980     Gable
## 958      1Story           5           5      1962         1962       Hip
## 959      1Story           7           5      2003         2003     Gable
## 960      2Story           7           5      1999         1999       Hip
## 961      1Story           5           7      1958         2008     Gable
## 963      2Story           6           6      1976         1976     Gable
## 964      1Story           9           5      2007         2007     Gable
## 965      2Story           7           5      2002         2003     Gable
## 966      2Story           6           5      2005         2007     Gable
## 967      1.5Fin           5           7      1940         1950     Gable
## 969      1.5Fin           3           6      1910         1950     Gable
## 970        SLvl           6           5      1958         1958       Hip
## 971      1.5Fin           4           4      1949         1950     Gable
## 972      2Story           7           5      2003         2004     Gable
## 973      1Story           6           5      1979         1979     Gable
## 974      1Story           7           5      2007         2008     Gable
## 975      2Story           7           8      1910         1993     Gable
## 977      1Story           4           7      1923         1958     Gable
## 978      1Story           7           5      2006         2007     Gable
## 979      1Story           4           5      1954         1954     Gable
## 980      1Story           5           6      1963         1963     Gable
## 982      2Story           8           5      1998         1999       Hip
## 983      1Story           7           5      2007         2007     Gable
## 985      1.5Fin           5           5      1977         1977     Gable
## 986      1Story           5           5      1950         1950     Gable
## 987      1.5Fin           6           8      1910         2003       Hip
## 988      1Story           9           5      2009         2010       Hip
## 990      2Story           7           5      2006         2006     Gable
## 991      2Story           8           5      1997         1998     Gable
## 992      2Story           8           9      1882         1986     Gable
## 993      2Story           6           8      1964         1993       Hip
## 994      2Story           6           5      2005         2006     Gable
## 995      1Story          10           5      2006         2007       Hip
## 996      1.5Fin           4           7      1946         1950     Gable
## 999      1Story           3           4      1922         1950       Hip
## 1000     1Story           7           5      2006         2006     Gable
## 1001     1Story           3           3      1952         1952      Flat
## 1002     1Story           5           6      1920         1950     Gable
## 1003     1Story           8           5      2006         2006     Gable
## 1005     1Story           7           5      2005         2006     Gable
## 1006       SLvl           5           8      1977         1977     Gable
## 1008     2Story           4           4      1970         1970     Gable
## 1009     1Story           7           5      2004         2005       Hip
## 1010     1.5Fin           5           5      1926         1950     Gable
## 1011     1.5Fin           5           5      1948         1950     Gable
## 1012     1Story           5           5      1965         1965       Hip
## 1013     2Story           6           7      1923         1996       Hip
## 1014     1Story           5           4      1910         2006       Hip
## 1015     1Story           6           5      1948         1950     Gable
## 1016     2Story           8           6      2001         2001     Gable
## 1017     1Story           7           5      1996         1996       Hip
## 1020     1Story           7           5      2005         2005     Gable
## 1021     1Story           4           5      2005         2005     Gable
## 1022     1Story           7           5      2006         2006     Gable
## 1023     1.5Fin           5           5      1930         1950     Gable
## 1024     1Story           7           5      2005         2006     Gable
## 1026     1Story           5           5      1972         1972     Gable
## 1027     1Story           5           5      1960         1960     Gable
## 1028     1Story           8           5      2007         2008     Gable
## 1029     1.5Fin           5           5      1941         1950     Gable
## 1030     2Story           6           7      1972         1972     Gable
## 1032     2.5Fin           7           3      1920         1970     Gable
## 1035     1Story           5           7      1938         1950     Gable
## 1037     1Story           9           5      2007         2008       Hip
## 1039     2Story           4           6      1970         2008     Gable
## 1040     SFoyer           4           4      1970         1970     Gable
## 1041     1Story           5           4      1957         2000     Gable
## 1043     1Story           6           5      2005         2005     Gable
## 1044     2Story           7           5      1990         1990       Hip
## 1045     1Story           8           5      1981         1981       Hip
## 1047     2Story           9           5      2005         2006       Hip
## 1048     1Story           5           5      1994         1995     Gable
## 1049     1Story           5           4      1960         2006       Hip
## 1050     1Story           4           7      1946         2006     Gable
## 1051     1Story           7           5      2007         2007     Gable
## 1052     1Story           7           5      2007         2007     Gable
## 1053     2Story           6           6      1964         1978     Gable
## 1054     1Story           5           6      1957         2002       Hip
## 1055     2Story           8           5      2002         2002     Gable
## 1056     1Story           6           5      1976         1976     Gable
## 1057     1Story           7           5      2005         2005     Gable
## 1059     2Story           9           5      2008         2008     Gable
## 1061     1Story           8           5      2001         2001     Gable
## 1062     1Story           3           4      1935         1950     Gable
## 1063     2Story           5           5      1900         1950     Gable
## 1064     1Story           6           6      1925         1980     Gable
## 1066     2Story           7           5      1996         1997     Gable
## 1067     2Story           6           7      1993         1994     Gable
## 1068     2Story           6           6      1964         1964     Gable
## 1069     2Story           6           4      1973         1973     Gable
## 1070     1.5Unf           5           7      1949         2003     Gable
## 1071     1Story           5           5      1956         1956       Hip
## 1072     2Story           6           6      1968         1968     Gable
## 1073     1.5Fin           5           3      1948         1950     Gable
## 1074     2Story           6           6      1977         1977       Hip
## 1075     1Story           7           5      2006         2006     Gable
## 1076     2Story           7           6      1940         1984     Gable
## 1077     1.5Fin           5           8      1936         1989     Gable
## 1079     1Story           6           5      2004         2004     Gable
## 1080     1Story           5           5      1994         1994     Gable
## 1081     1Story           6           7      1971         2004     Gable
## 1082     1Story           5           5      1963         1963     Gable
## 1083     1Story           7           5      2002         2002     Gable
## 1084     1Story           6           6      1964         1964       Hip
## 1086     SFoyer           6           6      1992         1992     Gable
## 1088     2Story           8           5      2005         2006     Gable
## 1089     2Story           7           5      2004         2004     Gable
## 1090     1Story           8           5      2005         2005     Gable
## 1091     1Story           3           4      1950         1950     Gable
## 1092     2Story           7           5      1999         2000     Gable
## 1093     1.5Fin           6           5      1925         1950     Gable
## 1094     1Story           5           8      1965         1998       Hip
## 1095     1Story           5           7      1956         2000     Gable
## 1096     1Story           6           5      2006         2006     Gable
## 1097     2Story           6           7      1914         2006     Gable
## 1099     1.5Fin           4           6      1936         1950     Gable
## 1100     1Story           7           5      1978         1978     Gable
## 1101     1Story           2           5      1920         1950     Gable
## 1102     1Story           5           5      1971         1971     Gable
## 1103     1Story           5           7      1960         2002     Gable
## 1104     1Story           6           6      1959         1959       Hip
## 1105     2Story           5           5      1970         1970     Gable
## 1106     2Story           8           5      1994         1995     Gable
## 1107     1Story           7           5      1990         1991       Hip
## 1108     2Story           7           5      2006         2006     Gable
## 1110     1Story           8           5      2004         2005     Gable
## 1112     2Story           7           6      1976         1976       Hip
## 1113     1Story           5           7      1957         1957     Gable
## 1114     1Story           5           7      1953         2006     Gable
## 1115     1Story           5           7      1954         2000     Gable
## 1116     1Story           8           5      2007         2007       Hip
## 1118     1Story           5           7      1967         2003     Gable
## 1119       SLvl           5           6      1958         1987     Gable
## 1120     1Story           5           5      1959         1959     Gable
## 1121     1Story           6           5      1920         1950     Gable
## 1122     1Story           7           5      2005         2006     Gable
## 1124     1Story           5           9      1947         2008       Hip
## 1126     1Story           4           5      1955         1955     Gable
## 1127     1Story           7           5      2007         2007       Hip
## 1128     1Story           7           5      2004         2004       Hip
## 1129     2Story           7           5      2004         2005     Gable
## 1130     SFoyer           5           5      1980         1980     Gable
## 1131     1.5Fin           4           3      1928         1950     Gable
## 1132     1Story           5           5      1991         1992     Gable
## 1133     2Story           6           4      1880         1950     Gable
## 1134     2Story           8           5      1995         1995     Gable
## 1135     2Story           6           5      1997         1997     Gable
## 1136     1Story           6           5      1926         1950     Gable
## 1137     1.5Fin           6           5      1950         1950     Gable
## 1138     1.5Fin           5           8      1875         1996     Gable
## 1140     1Story           5           5      1920         1950     Gable
## 1141     1Story           5           7      1951         1951     Gable
## 1143     2Story           8           5      2006         2007       Hip
## 1145     1.5Fin           4           4      1941         1950     Gable
## 1146     1.5Fin           5           6      1928         1950     Gable
## 1148     2Story           7           7      1941         1950     Gable
## 1150     2Story           7           9      1920         1988       Hip
## 1151     1Story           6           5      1950         1950     Gable
## 1152     1Story           5           4      1959         1959     Gable
## 1153     1Story           6           7      1956         2004     Gable
## 1156     1Story           5           8      1976         2004     Gable
## 1157       SLvl           5           8      1965         1999     Gable
## 1158     1Story           7           5      2007         2008     Gable
## 1159     1Story           8           5      2007         2008     Gable
## 1160     2Story           6           6      1974         1974       Hip
## 1161     2Story           6           5      1978         1978     Gable
## 1163     1Story           5           5      1968         1968     Gable
## 1164     SFoyer           4           4      1969         1969     Gable
## 1166     1Story           7           5      2009         2009     Gable
## 1167     1Story           8           5      2008         2008     Gable
## 1168     2Story           6           5      2000         2000     Gable
## 1169     2Story           6           7      1935         1986       Hip
## 1170     2Story          10           5      1995         1996       Hip
## 1171       SLvl           6           6      1977         1977     Gable
## 1172     1Story           6           6      1958         1958       Hip
## 1173     2Story           7           5      2006         2007     Gable
## 1174     1.5Fin           5           6      1946         1994     Gable
## 1175     2Story           6           8      1932         1950     Gable
## 1176     1.5Fin           8           5      1992         2000       Hip
## 1177     1Story           5           5      1984         1985     Gable
## 1179     1.5Fin           5           6      1921         1950     Gable
## 1180     1Story           5           5      1954         1954     Gable
## 1182     1Story           8           5      2008         2008       Hip
## 1183     2Story          10           5      1996         1996       Hip
## 1184     1Story           5           6      1920         1950       Hip
## 1185     1Story           5           4      1963         1963       Hip
## 1186     1.5Fin           5           7      1924         1950     Gable
## 1187     2Story           3           5      1900         1970     Gable
## 1188     1Story           8           5      1994         1995     Gable
## 1189     2Story           7           5      2002         2002     Gable
## 1190     2Story           7           5      1999         1999     Gable
## 1192     2Story           8           5      1999         2000     Gable
## 1193     1.5Fin           5           8      1925         1994   Gambrel
## 1195     2Story           6           7      1969         1969     Gable
## 1196     2Story           6           5      2005         2005     Gable
## 1197     2Story           7           5      2006         2006     Gable
## 1198     2.5Unf           7           6      1916         1950     Gable
## 1199     1Story           7           5      2001         2001     Gable
## 1200     1Story           4           5      1963         1979     Gable
## 1201     1Story           4           5      1970         1970     Gable
## 1202     2Story           7           5      1998         1998     Gable
## 1203     1.5Fin           5           8      1925         1997     Gable
## 1204     1Story           7           5      2000         2001     Gable
## 1205     1Story           5           6      1975         1975     Gable
## 1206     1Story           7           7      1990         1991       Hip
## 1208     1Story           6           5      2003         2003     Gable
## 1209     1Story           5           7      1962         1980     Gable
## 1210     1Story           8           5      2006         2006       Hip
## 1211     2Story           6           5      1992         1992     Gable
## 1212     1.5Fin           8           7      1988         2005     Gable
## 1213     1Story           4           6      1941         1950       Hip
## 1215     SFoyer           5           5      1962         1962     Gable
## 1216     1Story           5           5      1966         1966     Gable
## 1217     1.5Fin           6           5      1978         1978     Gable
## 1218     1Story           8           5      2009         2009     Gable
## 1219     1.5Fin           4           5      1947         1950     Gable
## 1220     2Story           6           5      1971         1971     Gable
## 1221     1Story           5           5      1964         1964     Gable
## 1222     1Story           5           5      1968         1968       Hip
## 1223     1.5Fin           6           6      1949         1950     Gable
## 1224     1Story           5           3      1951         1951       Hip
## 1225     2Story           7           5      2004         2005     Gable
## 1226       SLvl           6           8      1958         1958       Hip
## 1227     2Story           6           5      2007         2007     Gable
## 1228     1Story           5           8      1965         2008     Gable
## 1229     1Story           9           5      2008         2008       Hip
## 1230       SLvl           5           5      1960         1960       Hip
## 1232       SLvl           5           6      1962         1962       Hip
## 1233     1Story           4           5      1962         1962     Gable
## 1235     2Story           5           6      1911         1950     Gable
## 1236     2Story           5           5      1914         1950     Gable
## 1237     2Story           7           5      2003         2003     Gable
## 1238     2Story           7           5      2004         2005     Gable
## 1239     1Story           6           5      2005         2005     Gable
## 1240     1Story           8           5      2006         2006       Hip
## 1241     2Story           7           5      2003         2003     Gable
## 1242     1Story           7           6      2007         2007       Hip
## 1243     SFoyer           7           6      1974         1974     Gable
## 1244     1Story          10           5      2006         2006     Gable
## 1246       SLvl           6           7      1984         2003       Hip
## 1247     2Story           7           5      2005         2006     Gable
## 1249     2.5Unf           6           5      1917         1950     Gable
## 1250     1Story           5           7      1950         1950     Gable
## 1251     1Story           7           5      1968         1968       Hip
## 1253     1Story           5           6      1968         1968     Gable
## 1255     2Story           7           5      2003         2004     Gable
## 1256     1.5Fin           6           6      1931         1950     Gable
## 1257     1Story           8           5      1994         1994       Hip
## 1258     1Story           5           8      1922         1950     Gable
## 1259       SLvl           7           5      2005         2005     Gable
## 1260     1Story           6           8      1969         1969     Gable
## 1262     1Story           5           6      1956         1956       Hip
## 1264     2Story           6           6      1919         1950   Gambrel
## 1265     1Story           6           5      1998         1999     Gable
## 1266     2Story           7           5      1999         1999       Hip
## 1267     2.5Unf           7           4      1910         1950       Hip
## 1268     1Story           9           5      2008         2009       Hip
## 1270     1.5Fin           5           5      1958         1958     Gable
## 1274       SLvl           6           7      1959         2006     Gable
## 1275     1.5Fin           5           6      1910         2003     Gable
## 1276     2Story           5           5      1948         1950     Gable
## 1279     2Story           8           5      2002         2002     Gable
## 1280     1.5Fin           4           4      1920         1950     Gable
## 1281     1Story           7           5      2002         2002     Gable
## 1282     1Story           7           5      1990         1990       Hip
## 1283     1Story           5           7      1977         2008     Gable
## 1284     2Story           6           5      1971         1971   Mansard
## 1285     1.5Fin           6           7      1919         1990     Gable
## 1286     1.5Fin           6           6      1939         1950     Gable
## 1289     1Story           8           5      2000         2000     Gable
## 1290     2Story           8           5      2006         2006     Gable
## 1292     2Story           5           7      1972         1972     Gable
## 1293     2Story           5           4      1892         1965     Gable
## 1294     2Story           7           5      1976         1976     Gable
## 1295     1Story           5           7      1955         1990       Hip
## 1296     1Story           5           5      1968         1968       Hip
## 1297     1Story           5           6      1963         1963       Hip
## 1298     SFoyer           6           5      2005         2006     Gable
## 1300     1Story           5           7      1959         1994       Hip
## 1303     2Story           8           5      1994         1994       Hip
## 1304     1Story           7           5      2005         2005     Gable
## 1305     2Story           7           5      2004         2004     Gable
## 1306     1Story           9           5      2006         2007       Hip
## 1307     1Story           7           5      2005         2006     Gable
## 1308     1Story           5           5      1994         1995     Gable
## 1309     1Story           5           7      1948         2005     Gable
## 1311     1Story           7           8      1959         2002     Gable
## 1312     1Story           7           5      2005         2007     Gable
## 1314     2Story           9           5      1999         1999     Gable
## 1315     1Story           4           6      1954         1954       Hip
## 1316     2Story           6           5      1969         1969     Gable
## 1317     1Story           8           5      2008         2008     Gable
## 1318     1Story           7           5      2006         2007     Gable
## 1320     1Story           4           5      1954         1954       Hip
## 1321     1Story           6           3      1957         1957       Hip
## 1323     2Story           7           5      1992         1992     Gable
## 1324     1Story           4           7      1940         1950       Hip
## 1325     1Story           8           5      2006         2007     Gable
## 1326     1Story           4           4      1922         1950     Gable
## 1327     1Story           3           6      1931         2006     Gable
## 1328     1Story           5           9      1982         2008     Gable
## 1329     1.5Fin           6           7      1920         1950     Gable
## 1330     2Story           7           5      1998         1998       Hip
## 1331     1Story           8           5      2006         2006       Hip
## 1332       SLvl           5           5      1976         1976     Gable
## 1333     1Story           4           6      1938         1958     Gable
## 1334     1.5Fin           5           6      1938         1995     Gable
## 1335     2Story           5           6      1970         1970     Gable
## 1336     1Story           6           5      1977         1977     Gable
## 1337     1Story           5           5      1973         1973     Gable
## 1338     1Story           4           4      1941         1950     Gable
## 1339     2Story           7           5      2002         2002     Gable
## 1340     1Story           5           7      1972         1972       Hip
## 1341     1Story           4           5      1971         1971     Gable
## 1342     1Story           6           5      2003         2004     Gable
## 1344     1.5Fin           6           6      1928         1950     Gable
## 1345     2Story           7           5      2006         2006     Gable
## 1346     1Story           4           4      1920         1950       Hip
## 1348     1Story           8           5      2006         2007     Gable
## 1350     2Story           8           5      1872         1987     Gable
## 1351     2Story           5           5      1969         1969     Gable
## 1352     2Story           6           6      1962         1962     Gable
## 1353     1.5Fin           6           9      1937         2000     Gable
## 1354     1.5Fin           8           5      1995         1996       Hip
## 1356       SLvl           7           6      1968         1992     Gable
## 1360     1Story           9           5      2004         2005       Hip
## 1361     2Story           5           6      1921         1998     Gable
## 1362     1Story           7           5      2005         2005       Hip
## 1364     2Story           6           5      2006         2007     Gable
## 1365     2Story           7           5      2005         2005     Gable
## 1367     2Story           7           5      1999         1999     Gable
## 1368     2Story           5           6      1977         1977     Gable
## 1370     1Story           8           5      2003         2003       Hip
## 1371     1.5Fin           4           6      1920         1950     Gable
## 1372       SLvl           6           6      1955         1996       Hip
## 1373     2Story           7           6      1998         1998     Gable
## 1375     2Story           7           5      2005         2005     Gable
## 1376     1Story           8           5      2007         2007     Gable
## 1377     1Story           6           5      1930         1950     Gable
## 1378     1.5Fin           5           5      1941         1960     Gable
## 1379     2Story           6           5      1973         1973     Gable
## 1380       SLvl           5           5      2006         2007     Gable
## 1381     1Story           3           3      1914         1950     Gable
## 1383     2Story           7           7      1920         1950       Hip
## 1385     1.5Fin           6           5      1939         1950     Gable
## 1386     1.5Fin           4           8      1922         2007     Gable
## 1387     2Story           7           5      1978         1978     Gable
## 1388     1.5Fin           6           7      1916         1950     Gable
## 1389     1Story           9           5      2006         2007     Gable
## 1390     1.5Fin           6           6      1941         1950     Gable
## 1391     1Story           7           5      2000         2000     Gable
## 1392     1Story           5           5      1967         1967     Gable
## 1393     SFoyer           5           5      1967         1967     Gable
## 1394     1.5Fin           6           7      1905         2000     Gable
## 1395     1Story           7           5      2006         2006       Hip
## 1396     2Story           8           5      2005         2006       Hip
## 1398     2Story           5           8      1920         2004     Gable
## 1399     1.5Fin           5           4      1950         1982     Gable
## 1400     1.5Fin           6           6      1925         1990     Gable
## 1401     1.5Fin           6           7      1929         1950     Gable
## 1402     2Story           6           5      2004         2004     Gable
## 1403     1Story           7           5      2006         2006     Gable
## 1404     1Story           8           5      2007         2007     Gable
## 1405     1.5Fin           3           4      1915         1950     Gable
## 1406     1Story           8           5      2004         2005       Hip
## 1407     SFoyer           5           7      1972         2007     Gable
## 1409     2Story           4           7      1910         1950     Gable
## 1410     2Story           7           6      1986         1991     Gable
## 1411     2Story           7           5      2001         2001     Gable
## 1412     1.5Fin           6           8      1950         2005     Gable
## 1413     1Story           4           5      1949         1950     Gable
## 1414     1Story           8           5      2005         2006     Gable
## 1415     1.5Fin           6           7      1923         2000   Gambrel
## 1416     1Story           7           5      2007         2007       Hip
## 1417     2Story           4           6      1885         1950     Gable
## 1419     1Story           5           5      1963         1963     Gable
## 1421     2Story           6           6      1968         1968     Gable
## 1422     1Story           6           5      1977         1977     Gable
## 1423     1Story           6           5      2003         2003     Gable
## 1426     1Story           6           6      1959         1959       Hip
## 1427     2Story           7           5      1994         1994     Gable
## 1428     1.5Fin           5           6      1945         1950     Gable
## 1429     1Story           5           7      1940         1992     Gable
## 1431     2Story           5           5      2005         2005     Gable
## 1433     1Story           4           6      1927         2007     Gable
## 1434     2Story           6           5      2000         2000     Gable
## 1435     1Story           5           5      1977         1977     Gable
## 1436     1Story           6           9      1962         2005     Gable
## 1437     1Story           4           6      1971         1971     Gable
## 1438     1Story           8           5      2008         2008       Hip
## 1439     1Story           6           7      1957         1996     Gable
## 1440       SLvl           7           6      1979         1979       Hip
## 1441     2.5Fin           6           7      1922         1994     Gable
## 1443     2Story          10           5      2008         2008     Gable
## 1445     1Story           7           5      2004         2004     Gable
## 1446     SFoyer           6           5      1966         1966     Gable
## 1448     2Story           8           5      1995         1996     Gable
## 1449     2Story           4           7      1910         2000     Gable
## 1450     SFoyer           5           7      1970         1970     Gable
## 1451     2Story           5           5      1974         1974     Gable
## 1452     1Story           8           5      2008         2009     Gable
## 1453       SLvl           5           5      2005         2005     Gable
## 1454     1Story           5           5      2006         2006     Gable
## 1455     1Story           7           5      2004         2005     Gable
## 1456     2Story           6           5      1999         2000     Gable
## 1457     1Story           6           6      1978         1988     Gable
## 1458     2Story           7           9      1941         2006     Gable
## 1459     1Story           5           6      1950         1996       Hip
## 1460     1Story           5           6      1965         1965     Gable
##      RoofMatl Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 1     CompShg     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 2     CompShg     MetalSd     MetalSd       None          0        TA        TA
## 3     CompShg     VinylSd     VinylSd    BrkFace        162        Gd        TA
## 4     CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 5     CompShg     VinylSd     VinylSd    BrkFace        350        Gd        TA
## 6     CompShg     VinylSd     VinylSd       None          0        TA        TA
## 7     CompShg     VinylSd     VinylSd      Stone        186        Gd        TA
## 9     CompShg     BrkFace     Wd Shng       None          0        TA        TA
## 10    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 11    CompShg     HdBoard     HdBoard       None          0        TA        TA
## 12    CompShg     WdShing     Wd Shng      Stone        286        Ex        TA
## 14    CompShg     VinylSd     VinylSd      Stone        306        Gd        TA
## 16    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 18    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 19    CompShg     VinylSd     VinylSd       None          0        TA        TA
## 20    CompShg     BrkFace     Plywood       None          0        TA        TA
## 21    CompShg     VinylSd     VinylSd    BrkFace        380        Gd        TA
## 22    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 23    CompShg     VinylSd     VinylSd    BrkFace        281        Gd        TA
## 24    CompShg     CemntBd     CmentBd       None          0        TA        TA
## 26    CompShg     VinylSd     VinylSd      Stone        640        Gd        TA
## 27    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 28    CompShg     VinylSd     VinylSd      Stone        200        Gd        TA
## 29    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 30    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 31    CompShg     BrkFace     BrkFace       None          0        TA        Fa
## 33    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 34    CompShg     BrkFace     BrkFace       None          0        TA        TA
## 35    CompShg     MetalSd     MetalSd    BrkFace        246        Ex        TA
## 36    CompShg     VinylSd     VinylSd      Stone        132        Gd        TA
## 37    CompShg     VinylSd     VinylSd       None          0        TA        TA
## 38    CompShg     Wd Sdng     Wd Sdng    BrkFace        650        TA        TA
## 39    CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 40    CompShg     AsbShng     Plywood       None          0        TA        TA
## 41    CompShg     Wd Sdng     Wd Sdng    BrkFace        101        TA        TA
## 42    CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 45    CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 46    CompShg     MetalSd     MetalSd    BrkFace        412        Ex        TA
## 47    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 48    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 49    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 50    CompShg     HdBoard     HdBoard       None          0        TA        TA
## 52    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 53    CompShg     Wd Sdng     Wd Sdng       None          0        Fa        TA
## 54    WdShngl     WdShing     Wd Shng       None          0        Gd        TA
## 55    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 56    CompShg     HdBoard     Plywood    BrkFace        272        TA        TA
## 57    CompShg     MetalSd     MetalSd    BrkFace        456        Gd        TA
## 58    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 59    CompShg     VinylSd     VinylSd    BrkFace       1031        Ex        TA
## 60    CompShg     HdBoard     HdBoard       None          0        TA        TA
## 61    CompShg     VinylSd     VinylSd       None          0        TA        TA
## 62    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 63    CompShg     VinylSd     VinylSd      Stone        178        Gd        TA
## 64    CompShg      Stucco      Stucco       None          0        TA        TA
## 66    CompShg     VinylSd     VinylSd    BrkFace        344        Gd        TA
## 68    CompShg     VinylSd     VinylSd    BrkFace        167        Gd        TA
## 69    CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 70    CompShg     BrkFace     AsbShng       None          0        Gd        TA
## 71    CompShg     Plywood     Plywood    BrkFace       1115        TA        Gd
## 72    CompShg     HdBoard     Plywood       None          0        TA        TA
## 73    CompShg     VinylSd     VinylSd    BrkFace         40        TA        TA
## 74    CompShg     Wd Sdng     Wd Sdng    BrkFace        104        TA        TA
## 75    CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 76    CompShg     CemntBd     CmentBd       None          0        TA        TA
## 78    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 79    CompShg     HdBoard     HdBoard       None          0        TA        TA
## 80    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 81    CompShg     VinylSd     VinylSd    BrkFace        576        TA        Gd
## 82    CompShg     VinylSd     VinylSd    BrkFace        443        TA        Gd
## 83    CompShg     VinylSd     VinylSd      Stone        468        TA        TA
## 84    CompShg     MetalSd     MetalSd     BrkCmn         66        TA        TA
## 86    CompShg     HdBoard     HdBoard    BrkFace        284        Gd        TA
## 87    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 88    CompShg     VinylSd     VinylSd      Stone         76        Gd        TA
## 89    CompShg     Plywood     Plywood       None          0        Fa        Fa
## 90    CompShg     VinylSd     VinylSd       None          0        TA        TA
## 91    CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 92    CompShg     HdBoard     HdBoard     BrkCmn        203        TA        TA
## 93    CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 94    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 95    CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 97    CompShg     VinylSd     VinylSd    BrkFace        183        Gd        TA
## 98    CompShg     HdBoard     HdBoard    BrkFace         48        TA        TA
## 99    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 100   CompShg     Plywood     Plywood       None          0        TA        TA
## 102   CompShg     HdBoard     HdBoard    BrkFace        336        Gd        TA
## 103   CompShg     HdBoard     HdBoard       None          0        TA        Fa
## 104   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 106   CompShg     VinylSd     VinylSd    BrkFace        768        Gd        TA
## 107   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 108   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 109   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 110   CompShg     Plywood     Plywood    BrkFace        480        TA        TA
## 111   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 113   CompShg     VinylSd     VinylSd      Stone        220        Gd        TA
## 115   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 116   CompShg     MetalSd     MetalSd    BrkFace       1129        TA        TA
## 118   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 119   CompShg     Plywood     Plywood       None          0        TA        TA
## 120   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 122   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 123   CompShg     MetalSd     MetalSd    BrkFace        135        TA        Gd
## 124   CompShg     Plywood     Plywood       None          0        Gd        TA
## 125   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 126   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 128   CompShg     WdShing     Wd Sdng       None          0        TA        Gd
## 129   CompShg     VinylSd     VinylSd    BrkFace        266        TA        TA
## 130   CompShg     Plywood     Plywood    BrkFace         85        TA        TA
## 131   CompShg     MetalSd     MetalSd    BrkFace        309        TA        TA
## 133   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 135   CompShg     Plywood     Plywood       None          0        TA        TA
## 136   CompShg     Plywood     Plywood    BrkFace        288        TA        TA
## 138   CompShg     VinylSd     VinylSd    BrkFace         70        TA        TA
## 139   CompShg     VinylSd     VinylSd    BrkFace        320        Gd        TA
## 140   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 141   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 142   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 143   CompShg     BrkFace     Wd Sdng       None          0        TA        Fa
## 144   CompShg     VinylSd     VinylSd    BrkFace        183        Gd        TA
## 145   CompShg     HdBoard     HdBoard    BrkFace        336        TA        TA
## 146   CompShg     VinylSd     VinylSd      Stone         50        Gd        TA
## 147   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 149   CompShg     VinylSd     VinylSd    BrkFace        120        TA        TA
## 151   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 152   CompShg     VinylSd     VinylSd      Stone        436        Gd        TA
## 155   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 156   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 157   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 158   CompShg     VinylSd     VinylSd    BrkFace         84        Gd        TA
## 159   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 160   CompShg     VinylSd     VinylSd    BrkFace        456        Gd        TA
## 162   CompShg     VinylSd     VinylSd    BrkFace        664        Gd        TA
## 163   CompShg     VinylSd     VinylSd    BrkFace        226        Gd        TA
## 164   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 165   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 166   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 168   CompShg     VinylSd     VinylSd      Stone        300        Gd        TA
## 169   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 172   CompShg     BrkFace     Plywood      Stone        112        TA        TA
## 173   CompShg     HdBoard     HdBoard       None          0        Gd        Gd
## 174   CompShg     WdShing     Wd Shng     BrkCmn        491        TA        TA
## 175   CompShg     VinylSd     Plywood      Stone        132        TA        TA
## 176   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 177   CompShg     Plywood     Plywood    BrkFace        268        Gd        TA
## 179   CompShg     VinylSd     VinylSd      Stone        748        Ex        TA
## 180   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 182   CompShg      Stucco      Stucco       None          0        TA        TA
## 183   CompShg     Wd Sdng     Wd Sdng    BrkFace         98        TA        TA
## 184   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 185   CompShg     AsbShng     Plywood       None          0        TA        TA
## 186   WdShngl     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 188   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 189   CompShg     Plywood     Plywood      Stone        275        TA        TA
## 190   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 191   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 193   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 194   CompShg     VinylSd     VinylSd      Stone         50        Gd        TA
## 195   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 196   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 197   CompShg     CemntBd     CmentBd      Stone        205        Ex        TA
## 198   CompShg      Stucco      Stucco       None          0        Gd        Gd
## 199   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 200   CompShg     VinylSd     VinylSd    BrkFace        262        Gd        TA
## 201   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 202   CompShg     Plywood     Plywood       None          0        TA        TA
## 203   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 205   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 206   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 207   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 210   CompShg     HdBoard     HdBoard      Stone        260        TA        TA
## 211   CompShg      Stucco      Stucco       None          0        TA        TA
## 212   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 213   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 214   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 216   CompShg     HdBoard     HdBoard    BrkFace         64        TA        TA
## 217   CompShg     VinylSd     VinylSd    BrkFace        266        Gd        TA
## 218   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 220   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 221   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 223   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 224   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 225   CompShg     VinylSd     VinylSd    BrkFace        922        Ex        TA
## 226   CompShg     HdBoard     HdBoard    BrkFace        142        TA        TA
## 227   CompShg     VinylSd     VinylSd    BrkFace        290        Gd        TA
## 228   CompShg     HdBoard     HdBoard    BrkFace        127        TA        TA
## 229   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 230   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 231   CompShg     MetalSd     MetalSd    BrkFace        220        TA        TA
## 232   CompShg     VinylSd     VinylSd    BrkFace        506        Gd        TA
## 233   CompShg     HdBoard     HdBoard    BrkFace        297        TA        TA
## 234   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 236   CompShg     HdBoard     HdBoard    BrkFace        604        TA        TA
## 237   CompShg     VinylSd     VinylSd    BrkFace         98        Gd        TA
## 239   CompShg     VinylSd     VinylSd    BrkFace        254        Ex        TA
## 240   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 241   CompShg     VinylSd     VinylSd      Stone         36        Gd        TA
## 242   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 243   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 244   CompShg     Plywood     Plywood       None          0        TA        TA
## 246   CompShg     Wd Sdng     Wd Sdng    BrkFace        102        TA        TA
## 247   CompShg     AsbShng     AsbShng       None          0        TA        Fa
## 248   CompShg     Wd Sdng     BrkFace       None          0        TA        TA
## 249   CompShg     VinylSd     VinylSd    BrkFace        101        Gd        TA
## 251   CompShg     Wd Sdng     Plywood       None          0        TA        Po
## 252   CompShg     VinylSd     VinylSd      Stone        481        Gd        TA
## 253   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 254   CompShg     HdBoard     HdBoard    BrkFace        108        TA        TA
## 255   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 256   CompShg     VinylSd     VinylSd    BrkFace        302        Gd        TA
## 257   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 258   CompShg     VinylSd     VinylSd      Stone        180        Gd        TA
## 259   CompShg     VinylSd     VinylSd    BrkFace        172        Gd        TA
## 260   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 261   CompShg     Wd Sdng     Wd Sdng    BrkFace        399        TA        TA
## 262   CompShg     CemntBd     CmentBd      Stone        270        Gd        TA
## 263   CompShg     HdBoard     Plywood    BrkFace         46        TA        TA
## 264   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 265   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 266   CompShg     MetalSd     MetalSd    BrkFace        210        TA        Gd
## 267   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 268   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 269   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 271   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 272   Membran     Plywood     Plywood       None          0        TA        TA
## 273   CompShg     VinylSd     VinylSd    BrkFace        348        Gd        TA
## 274   CompShg     Wd Sdng     Wd Sdng     BrkCmn        183        TA        TA
## 275   CompShg     HdBoard     ImStucc       None          0        TA        TA
## 276   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 277   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 278   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 279   CompShg     CemntBd     CmentBd    BrkFace        315        Ex        TA
## 280   CompShg     Plywood     Plywood    BrkFace        299        TA        TA
## 281   CompShg     Plywood     Plywood    BrkFace        340        Gd        TA
## 282   CompShg     VinylSd     VinylSd      Stone         68        Gd        TA
## 283   CompShg     VinylSd     VinylSd      Stone        166        Gd        TA
## 284   CompShg     VinylSd     VinylSd      Stone         72        Gd        TA
## 285   CompShg     Plywood     ImStucc       None          0        Gd        TA
## 286   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 287   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 290   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 291   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 292   CompShg     VinylSd     VinylSd       None          0        TA        Fa
## 293   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 295   CompShg     HdBoard     HdBoard      Stone        238        TA        TA
## 296   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 297   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 298   CompShg     VinylSd     VinylSd    BrkFace       1600        Gd        TA
## 299   CompShg     HdBoard     AsphShn    BrkFace        365        Gd        TA
## 300   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 301   CompShg     MetalSd     MetalSd    BrkFace         56        TA        TA
## 302   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 303   CompShg     VinylSd     VinylSd    BrkFace        150        Gd        TA
## 304   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 305   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 306   CompShg     CemntBd     CmentBd      Stone        246        Gd        TA
## 307   CompShg     HdBoard     Plywood    BrkFace        246        Gd        TA
## 310   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 312   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 313   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 314   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 315   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 316   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 317   CompShg     CemntBd     CmentBd    BrkFace        278        Gd        TA
## 318   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 319   CompShg     HdBoard     HdBoard    BrkFace        256        Gd        TA
## 321   CompShg     VinylSd     VinylSd      Stone        370        TA        TA
## 322   CompShg     VinylSd     VinylSd    BrkFace        388        Gd        TA
## 323   CompShg     Plywood     Plywood    BrkFace        172        Gd        TA
## 324   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 325   WdShake     Wd Sdng     Wd Sdng    BrkFace        300        Gd        Gd
## 326   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 327   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 328   CompShg     Wd Sdng     Wd Sdng    BrkFace        175        TA        TA
## 330   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 332   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 333   CompShg     VinylSd     VinylSd    BrkFace        296        Gd        TA
## 334   CompShg     VinylSd     VinylSd      Stone        146        Gd        TA
## 335   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 337   CompShg     VinylSd     VinylSd      Stone        200        Gd        TA
## 338   CompShg     VinylSd     VinylSd    BrkFace        113        Gd        TA
## 339   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 340   CompShg     Wd Sdng     Wd Sdng    BrkFace        176        TA        TA
## 341   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 342   CompShg     Wd Sdng     AsbShng       None          0        Fa        Fa
## 344   CompShg     MetalSd     MetalSd    BrkFace        616        Ex        TA
## 345   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 346   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 349   CompShg     VinylSd     Wd Shng      Stone        106        Gd        TA
## 350   CompShg     CemntBd     CmentBd    BrkFace        870        Ex        TA
## 351   CompShg     MetalSd     MetalSd    BrkFace        362        Ex        TA
## 353   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 354   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 355   CompShg     Wd Sdng     MetalSd       None          0        TA        TA
## 356   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 358   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 359   CompShg     Wd Sdng     ImStucc    BrkFace        120        TA        TA
## 360   CompShg     VinylSd     VinylSd    BrkFace        530        Gd        TA
## 363   CompShg     HdBoard     HdBoard    BrkFace        500        Gd        TA
## 364   CompShg     HdBoard     HdBoard    BrkFace        510        TA        TA
## 366   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 368   Tar&Grv     Plywood     Plywood    BrkFace        305        TA        TA
## 369   CompShg     HdBoard     HdBoard    BrkFace        200        TA        TA
## 372   CompShg     WdShing     Plywood       None          0        TA        TA
## 373   CompShg     Plywood     Plywood       None          0        TA        TA
## 374   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 375   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 377   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 378   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 379   CompShg     VinylSd     VinylSd      Stone        350        Gd        TA
## 380   CompShg     VinylSd     VinylSd    BrkFace         16        TA        TA
## 381   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 382   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 383   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 384   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 386   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 387   CompShg     Wd Sdng     VinylSd       None          0        TA        Fa
## 388   CompShg     MetalSd     MetalSd    BrkFace        255        TA        TA
## 389   CompShg     VinylSd     VinylSd    BrkFace        125        Gd        TA
## 390   CompShg     VinylSd     VinylSd      Stone        272        Ex        TA
## 391   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 392   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 395   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 396   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 397   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 398   CompShg     VinylSd     VinylSd    BrkFace        288        TA        TA
## 399   CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 400   CompShg     CemntBd     CmentBd      Stone        100        Gd        TA
## 401   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 402   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 403   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 404   CompShg     VinylSd     VinylSd    BrkFace        650        Gd        TA
## 407   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 408   CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 409   CompShg     VinylSd     VinylSd    BrkFace        350        Gd        TA
## 410   CompShg     VinylSd     VinylSd      Stone        100        Gd        TA
## 411   CompShg     BrkComm     Brk Cmn       None          0        TA        Fa
## 412   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 414   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 415   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 416   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 417   CompShg     HdBoard     HdBoard    BrkFace        203        TA        TA
## 418   CompShg     Wd Sdng      Stucco       None          0        TA        TA
## 419   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 420   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 421   CompShg     VinylSd     VinylSd    BrkFace        200        TA        Gd
## 423   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 424   CompShg     VinylSd     VinylSd    BrkFace        473        Gd        TA
## 425   CompShg     Wd Sdng     Wd Sdng    BrkFace         74        TA        TA
## 426   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 428   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 429   CompShg     VinylSd     VinylSd    BrkFace        108        Gd        TA
## 430   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 431   CompShg     HdBoard     HdBoard    BrkFace        232        TA        TA
## 432   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 433   CompShg     HdBoard     HdBoard    BrkFace        376        TA        TA
## 434   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 435   CompShg     CemntBd     CmentBd       None          0        TA        Gd
## 436   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 437   CompShg      Stucco      Stucco       None          0        TA        TA
## 438   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 439   CompShg     WdShing      Stucco       None          0        TA        TA
## 440   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 441   CompShg     VinylSd     VinylSd      Stone        200        Ex        TA
## 442   CompShg     VinylSd     VinylSd    BrkFace        270        TA        TA
## 443   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 444   CompShg     WdShing     Wd Shng    BrkFace         72        Gd        TA
## 445   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 446   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 447   CompShg     BrkFace     Plywood       None          0        Gd        TA
## 449   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 450   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 451   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 452   WdShngl     Plywood     Plywood       None          0        TA        TA
## 454   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 455   CompShg     Plywood     Plywood       None          0        TA        TA
## 456   CompShg     HdBoard     HdBoard    BrkFace        320        TA        TA
## 457   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 461   CompShg     VinylSd     VinylSd      Stone        110        Gd        TA
## 462   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 463   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 464   CompShg      Stucco      Stucco       None          0        TA        TA
## 465   CompShg     HdBoard     HdBoard    BrkFace        136        TA        TA
## 467   Tar&Grv     Plywood     Plywood       None          0        TA        Gd
## 468   CompShg     MetalSd     MetalSd      Stone        224        TA        TA
## 469   CompShg     VinylSd     VinylSd      Stone        248        Gd        TA
## 470   CompShg     HdBoard     HdBoard    BrkFace        120        Gd        TA
## 472   WdShake     WdShing     Plywood       None          0        TA        TA
## 473   CompShg     VinylSd     VinylSd    BrkFace         80        TA        TA
## 474   CompShg     VinylSd     VinylSd    BrkFace        304        Gd        TA
## 475   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 476   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 477   CompShg     VinylSd     VinylSd    BrkFace        215        TA        TA
## 478   CompShg     VinylSd     VinylSd    BrkFace        772        Ex        TA
## 479   CompShg     VinylSd     VinylSd      Stone        336        Gd        TA
## 480   CompShg      Stucco      Stucco     BrkCmn        435        TA        TA
## 481   CompShg     VinylSd     VinylSd    BrkFace        378        Gd        TA
## 482   CompShg     VinylSd     VinylSd    BrkFace        562        Gd        TA
## 483   CompShg      Stucco      Stucco       None          0        Gd        TA
## 484   CompShg     VinylSd     VinylSd    BrkFace        116        TA        TA
## 486   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 487   CompShg     MetalSd     MetalSd    BrkFace        168        TA        TA
## 488   CompShg     Plywood     Plywood       None          0        TA        TA
## 489   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 490   CompShg     CemntBd     CmentBd       None          0        TA        Gd
## 492   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 493   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 494   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 495   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 496   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 498   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 499   CompShg     HdBoard     HdBoard    BrkFace         89        TA        TA
## 500   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 501   CompShg     HdBoard     HdBoard    BrkFace        285        TA        TA
## 502   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 503   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 504   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 505   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 506   CompShg     Wd Sdng     Wd Sdng    BrkFace        360        TA        TA
## 507   CompShg     VinylSd     VinylSd    BrkFace        125        Gd        TA
## 508   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 509   CompShg     MetalSd     MetalSd       None          0        TA        Ex
## 510   CompShg     MetalSd     MetalSd    BrkFace        132        TA        TA
## 511   CompShg     Wd Sdng     Wd Sdng     BrkCmn         70        Gd        TA
## 512   CompShg     VinylSd     VinylSd      Stone         94        Gd        TA
## 513   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 514   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 515   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 516   CompShg     CemntBd     CmentBd    BrkFace        305        Ex        TA
## 518   CompShg     VinylSd     VinylSd    BrkFace        921        Gd        TA
## 520   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 521   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 522   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 523   CompShg     CemntBd     CmentBd       None          0        TA        Gd
## 525   CompShg     VinylSd     VinylSd    BrkFace        594        Gd        TA
## 526   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 527   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 528   CompShg     VinylSd     VinylSd      Stone        268        Ex        TA
## 529   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 531   CompShg     HdBoard     HdBoard    BrkFace        219        Gd        TA
## 532   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 533   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 534   CompShg     VinylSd     VinylSd       None          0        Fa        Fa
## 535   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 536   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 537   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 541   CompShg     VinylSd     VinylSd    BrkFace        584        Ex        TA
## 543   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 544   CompShg     MetalSd     MetalSd    BrkFace        182        TA        TA
## 545   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 547   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 548   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 549   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 550   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 551   CompShg     Plywood     Plywood       None          0        TA        TA
## 552   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 553   CompShg     VinylSd     VinylSd      Stone        250        Gd        TA
## 554   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 555   CompShg     VinylSd     VinylSd    BrkFace        292        Gd        TA
## 556   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 557   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 558   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 559   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 562   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 563   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 564   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 566   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 567   CompShg     VinylSd     VinylSd    BrkFace        245        Gd        TA
## 568   CompShg     VinylSd     VinylSd    BrkFace        168        Gd        TA
## 569   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 571   CompShg     HdBoard     HdBoard    BrkFace        108        TA        TA
## 572   CompShg     WdShing     Wd Shng    BrkFace        207        TA        TA
## 573   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 574   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 575   CompShg     MetalSd     AsphShn    BrkFace         82        TA        TA
## 576   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 577   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 578   CompShg     VinylSd     VinylSd    BrkFace         97        TA        TA
## 579   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 580   CompShg     MetalSd     MetalSd    BrkFace        335        TA        TA
## 582   CompShg     VinylSd     VinylSd    BrkFace        306        Ex        TA
## 583   CompShg     HdBoard     HdBoard    BrkFace        104        TA        Gd
## 584   CompShg     Wd Sdng     Wd Sdng       None          0        Ex        Ex
## 585   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 586   CompShg     VinylSd     VinylSd    BrkFace        208        Gd        TA
## 587   CompShg      Stucco     Wd Shng       None          0        TA        Gd
## 588   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 589   Tar&Grv     Wd Sdng     Wd Sdng       None          0        TA        TA
## 590   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 591   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 592   CompShg     CemntBd     CmentBd      Stone        420        Ex        TA
## 593   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 595   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 596   CompShg     VinylSd       Other    BrkFace        238        Gd        TA
## 597   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 598   CompShg     VinylSd     VinylSd    BrkFace         72        Gd        TA
## 599   CompShg     Plywood     Plywood    BrkFace        459        TA        TA
## 600   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 601   CompShg     VinylSd     VinylSd    BrkFace        280        Gd        TA
## 602   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 603   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 604   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 605   CompShg     VinylSd     VinylSd    BrkFace         99        Gd        TA
## 606   CompShg     HdBoard     HdBoard    BrkFace        176        TA        TA
## 607   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 608   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 609   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 610   CompShg     VinylSd     VinylSd     BrkCmn        192        TA        Fa
## 614   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 615   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 616   CompShg     MetalSd     MetalSd    BrkFace        156        TA        Gd
## 618   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 619   CompShg     CemntBd     CmentBd    BrkFace        452        Ex        TA
## 620   CompShg     VinylSd     VinylSd      Stone        226        Gd        TA
## 621   CompShg      Stucco      Stucco       None          0        TA        TA
## 622   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 623   CompShg     Plywood     Plywood    BrkFace        153        TA        TA
## 625   CompShg     VinylSd     VinylSd       None        288        TA        TA
## 626   CompShg     Wd Sdng     Wd Sdng    BrkFace        261        TA        TA
## 628   CompShg     AsbShng     AsbShng    BrkFace        164        TA        TA
## 629   CompShg     Plywood     Plywood    BrkFace        192        TA        TA
## 630   WdShngl     Plywood     Wd Sdng    BrkFace        259        TA        TA
## 631   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 632   CompShg     VinylSd     VinylSd      Stone        108        Gd        TA
## 633   CompShg     Plywood     Plywood    BrkFace        209        TA        Gd
## 634   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 635   CompShg     Plywood     Plywood       None          0        TA        TA
## 636   CompShg     VinylSd     VinylSd       None          0        Fa        TA
## 637   CompShg     AsbShng     AsbShng       None          0        Fa        Fa
## 638   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 639   CompShg     MetalSd     Wd Sdng       None          0        TA        TA
## 640   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 641   CompShg     MetalSd     MetalSd    BrkFace        472        Ex        TA
## 643   CompShg     Plywood     Wd Sdng       None          0        Gd        TA
## 644   CompShg     WdShing     HdBoard    BrkFace        263        TA        TA
## 645   CompShg     CemntBd     CmentBd      Stone        162        Ex        TA
## 647   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 648   CompShg     Wd Sdng     Wd Sdng      Stone        216        TA        TA
## 649   CompShg     MetalSd     MetalSd    BrkFace        351        TA        TA
## 650   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 651   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 652   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 653   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 654   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 655   CompShg     MetalSd     MetalSd    BrkFace        660        Gd        Gd
## 656   CompShg     HdBoard     ImStucc    BrkFace        381        TA        TA
## 657   CompShg     HdBoard     HdBoard    BrkFace         54        Gd        TA
## 658   CompShg      Stucco     Wd Shng       None          0        TA        Fa
## 659   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 660   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 662   CompShg     VinylSd     VinylSd    BrkFace        528        Gd        TA
## 663   CompShg     Wd Sdng     Wd Sdng    BrkFace        216        TA        TA
## 664   CompShg     Plywood     Plywood       None          0        TA        TA
## 665   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 666   CompShg     VinylSd     VinylSd    BrkFace         40        Gd        TA
## 668   CompShg     HdBoard     HdBoard    BrkFace        258        TA        TA
## 670   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 671   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 672   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 674   CompShg     CemntBd     CmentBd    BrkFace        106        TA        TA
## 675   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 676   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 677   CompShg     AsbShng      Stucco       None          0        TA        TA
## 678   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 679   CompShg     VinylSd     VinylSd      Stone        464        Gd        TA
## 681   CompShg     Plywood     Plywood       None          0        TA        TA
## 682   CompShg     VinylSd      Stucco       None          0        TA        TA
## 684   CompShg     VinylSd     VinylSd      Stone        215        Gd        TA
## 685   CompShg     VinylSd     VinylSd    BrkFace         30        Gd        TA
## 687   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 689   CompShg     MetalSd     MetalSd    BrkFace          0        Gd        TA
## 690   CompShg     VinylSd     VinylSd      Stone        256        Gd        TA
## 692   WdShngl     HdBoard     HdBoard    BrkFace       1170        Ex        TA
## 693   CompShg     MetalSd     MetalSd    BrkFace        293        Gd        TA
## 694   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 695   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 696   CompShg     HdBoard     HdBoard    BrkFace         72        TA        TA
## 697   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 698   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 699   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 700   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 701   CompShg     VinylSd     VinylSd    BrkFace        630        Gd        TA
## 702   CompShg     HdBoard     HdBoard    BrkFace        168        TA        TA
## 703   CompShg     VinylSd     VinylSd    BrkFace        466        Ex        TA
## 704   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 705   CompShg     VinylSd     VinylSd    BrkFace        109        Gd        TA
## 706   CompShg     VinylSd     Wd Shng       None          0        Fa        Fa
## 708   CompShg     MetalSd     MetalSd    BrkFace        176        Gd        TA
## 709   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 711   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 712   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 713   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 714   CompShg     HdBoard     HdBoard    BrkFace        160        TA        TA
## 716   CompShg     HdBoard     HdBoard    BrkFace        174        TA        TA
## 717   CompShg     Wd Sdng     VinylSd       None          0        TA        Gd
## 718   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 719   CompShg     Wd Sdng     ImStucc    BrkFace        651        Gd        TA
## 720   CompShg     HdBoard     Plywood       None          0        TA        TA
## 723   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 724   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 725   CompShg     CemntBd     CmentBd      Stone        340        Ex        TA
## 726   CompShg     HdBoard     Plywood       None          0        TA        TA
## 728   CompShg     VinylSd     VinylSd      Stone         82        Gd        TA
## 729   CompShg     VinylSd     VinylSd    BrkFace         95        TA        TA
## 730   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 731   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 732   CompShg     VinylSd     VinylSd    BrkFace        442        Gd        TA
## 733   CompShg     VinylSd     VinylSd    BrkFace        202        Gd        TA
## 734   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 736   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 737   CompShg      Stucco       Stone       None          0        TA        TA
## 738   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 739   CompShg     Plywood     Plywood       None          0        TA        TA
## 740   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 741   CompShg     Wd Sdng     Wd Shng       None          0        TA        Gd
## 742   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 743   CompShg     VinylSd     VinylSd    BrkFace        108        TA        TA
## 744   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 745   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 748   CompShg      Stucco      Stucco       None          0        Gd        TA
## 749   CompShg     VinylSd     VinylSd    BrkFace        338        Gd        TA
## 750   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 751   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 753   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 754   CompShg     VinylSd     VinylSd    BrkFace        178        Gd        TA
## 755   CompShg     Plywood     Plywood       None          0        TA        TA
## 756   CompShg     MetalSd     MetalSd    BrkFace        894        TA        TA
## 757   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 759   CompShg     MetalSd     MetalSd    BrkFace        360        TA        TA
## 760   CompShg     VinylSd     VinylSd    BrkFace        513        Gd        TA
## 761   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 762   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 763   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 764   CompShg     VinylSd     VinylSd    BrkFace        673        Gd        TA
## 765   CompShg     BrkFace     BrkFace       None          0        Gd        Gd
## 766   CompShg     VinylSd     VinylSd      Stone        284        Gd        TA
## 767   CompShg     HdBoard     HdBoard    BrkFace         42        TA        TA
## 768   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 769   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 770   CompShg     CemntBd     Wd Shng    BrkFace        603        Ex        TA
## 772   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 773   CompShg     Plywood     Plywood       None          0        TA        TA
## 774   CompShg     Wd Sdng     Wd Sdng       None          1        TA        TA
## 775   CompShg     VinylSd     VinylSd    BrkFace        375        Gd        TA
## 776   CompShg     VinylSd     VinylSd    BrkFace        320        TA        TA
## 777   CompShg     VinylSd     VinylSd    BrkFace        240        Gd        TA
## 778   CompShg     HdBoard     Plywood       None          0        TA        TA
## 779   CompShg     Plywood     Plywood    BrkFace        320        TA        TA
## 780   CompShg     Plywood     ImStucc    BrkFace         90        TA        TA
## 781   CompShg     HdBoard     HdBoard    BrkFace         38        TA        TA
## 782   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 783   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 785   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 787   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 788   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 789   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 791   CompShg     VinylSd     VinylSd    BrkFace         11        Gd        TA
## 793   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 794   CompShg     CemntBd     CmentBd      Stone        140        Gd        TA
## 796   CompShg     HdBoard     HdBoard    BrkFace        130        TA        TA
## 797   CompShg     Plywood     Plywood    BrkFace        148        TA        TA
## 798   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 799   CompShg     VinylSd     VinylSd      Stone        860        Ex        TA
## 800   CompShg     Wd Sdng     Wd Sdng    BrkFace        252        TA        TA
## 801   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 802   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 803   CompShg     WdShing     Wd Shng       None          0        Gd        TA
## 804   CompShg     VinylSd     VinylSd      Stone        424        Ex        TA
## 805   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 806   CompShg     VinylSd     VinylSd      Stone        256        Gd        TA
## 807   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 808   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 809   CompShg     VinylSd     VinylSd    BrkFace       1047        TA        TA
## 810   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 811   CompShg     HdBoard     HdBoard    BrkFace         99        TA        TA
## 813   CompShg     Wd Sdng     Wd Sdng       None          0        Fa        TA
## 814   CompShg     MetalSd     MetalSd    BrkFace        243        TA        TA
## 815   CompShg      Stucco      Stucco       None          0        TA        TA
## 816   CompShg     VinylSd     VinylSd    BrkFace        442        TA        TA
## 819   CompShg     HdBoard     HdBoard    BrkFace         80        TA        TA
## 820   CompShg     VinylSd     VinylSd      Stone        128        Gd        TA
## 821   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 822   CompShg     MetalSd     MetalSd       None          0        Fa        TA
## 824   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 825   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 826   CompShg     CemntBd     CmentBd    BrkFace        816        Ex        TA
## 827   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 828   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 830   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 831   CompShg     HdBoard     HdBoard    BrkFace        387        TA        TA
## 832   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 833   CompShg     VinylSd     VinylSd    BrkFace        223        Gd        TA
## 834   CompShg     HdBoard     Plywood    BrkFace        180        TA        TA
## 835   CompShg     VinylSd     VinylSd    BrkFace        136        TA        TA
## 836   CompShg     VinylSd     HdBoard       None          0        TA        TA
## 837   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 838   CompShg     HdBoard     HdBoard    BrkFace        158        TA        TA
## 839   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 840   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 842   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 843   CompShg     HdBoard     HdBoard    BrkFace        183        TA        TA
## 844   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 845   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 847   CompShg     HdBoard     HdBoard    BrkFace        137        Gd        TA
## 848   CompShg     HdBoard     Plywood       None          0        TA        TA
## 849   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 850   CompShg     Plywood     Plywood    BrkFace        360        Gd        Gd
## 851   CompShg     VinylSd     VinylSd    BrkFace        170        Gd        TA
## 853   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 855   CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 858   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 859   CompShg     HdBoard     HdBoard    BrkFace        189        TA        TA
## 861   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 862   CompShg     Plywood     HdBoard       None          0        TA        TA
## 863   CompShg     HdBoard     Plywood       None          0        TA        TA
## 864   CompShg     BrkFace     Plywood       None          0        TA        TA
## 865   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 867   CompShg     VinylSd     VinylSd      Stone        274        Gd        TA
## 868   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 870   CompShg     MetalSd     MetalSd    BrkFace        246        Gd        TA
## 871   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 872   CompShg     VinylSd     VinylSd    BrkFace        116        TA        TA
## 873   CompShg     WdShing     Wd Shng       None          0        Gd        TA
## 874   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 875   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 876   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 877   CompShg     HdBoard     Plywood       None          0        TA        TA
## 878   CompShg     VinylSd     VinylSd      Stone        216        Gd        TA
## 879   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 881   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 882   CompShg     HdBoard     HdBoard    BrkFace        117        Gd        Gd
## 884   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 885   CompShg     HdBoard     HdBoard    BrkFace         60        TA        TA
## 886   CompShg     MetalSd     MetalSd    BrkFace         60        Gd        TA
## 887   CompShg     MetalSd     MetalSd    BrkFace        122        TA        TA
## 888   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 889   Tar&Grv     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 890   CompShg     Wd Sdng     Wd Sdng    BrkFace         90        TA        TA
## 891   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 892   CompShg     HdBoard     HdBoard    BrkFace         92        TA        TA
## 893   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 895   CompShg     Plywood     Plywood       None          0        TA        TA
## 896   CompShg     HdBoard     HdBoard    BrkFace        415        TA        TA
## 897   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 898   CompShg     Plywood     Plywood       None          0        TA        TA
## 899   CompShg     VinylSd     VinylSd      Stone        760        Ex        TA
## 900   CompShg     HdBoard     Plywood       None          0        TA        TA
## 902   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 903   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 904   CompShg     VinylSd     VinylSd    BrkFace         27        Gd        TA
## 906   CompShg     HdBoard     HdBoard      Stone        110        TA        TA
## 907   CompShg     VinylSd     VinylSd      Stone        208        Gd        TA
## 908   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 910   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 911   CompShg     MetalSd     MetalSd    BrkFace        361        TA        TA
## 913   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 914   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 915   CompShg     VinylSd     VinylSd      Stone         76        Gd        TA
## 916   CompShg     CemntBd     CmentBd    BrkFace         80        TA        TA
## 917   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 919   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 920   CompShg     MetalSd     MetalSd       None          0        Ex        TA
## 921   CompShg     HdBoard     HdBoard    BrkFace        105        Gd        Gd
## 922   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 923   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 924   CompShg     Plywood     Plywood       None          0        Gd        TA
## 925   CompShg     Plywood     Plywood    BrkFace        157        TA        Gd
## 927   CompShg     VinylSd     VinylSd    BrkFace        340        Gd        TA
## 931   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 932   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 933   CompShg     VinylSd     ImStucc      Stone        302        Ex        TA
## 934   CompShg     VinylSd     VinylSd    BrkFace        210        Gd        TA
## 935   Tar&Grv     Wd Sdng     Wd Sdng       None          0        TA        TA
## 936   CompShg     MetalSd     MetalSd    BrkFace        108        TA        Gd
## 937   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 938   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 939   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 941   CompShg     Plywood     Plywood       None          0        TA        TA
## 943   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 944   CompShg     HdBoard     Plywood       None          0        TA        TA
## 946   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 947   CompShg     HdBoard     HdBoard    BrkFace        128        TA        Gd
## 948   CompShg     VinylSd     VinylSd    BrkFace        236        Gd        TA
## 949   CompShg     VinylSd     VinylSd    BrkFace        144        Gd        TA
## 950   CompShg     Plywood     Plywood       None          0        TA        TA
## 951   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 952   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 953   CompShg     WdShing     HdBoard       None          0        TA        Gd
## 955   Tar&Grv     WdShing     Plywood    BrkFace        250        TA        TA
## 956   CompShg     MetalSd     MetalSd    BrkFace        423        TA        TA
## 957   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 958   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 959   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 960   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 961   CompShg     Wd Sdng     Plywood       None          0        TA        Gd
## 963   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 964   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 965   CompShg     VinylSd     VinylSd    BrkFace         44        Gd        TA
## 966   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 967   CompShg     MetalSd     MetalSd       None          0        Gd        Gd
## 969   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 970   CompShg     HdBoard     HdBoard    BrkFace        105        TA        Fa
## 971   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 972   CompShg     VinylSd     Wd Shng      Stone        106        Gd        TA
## 973   CompShg     Plywood     Plywood       None          0        TA        TA
## 974   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 975   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 977   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 978   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 979   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 980   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 982   CompShg     VinylSd     VinylSd    BrkFace        975        Gd        TA
## 983   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 985   CompShg     Plywood     Plywood       None          0        TA        TA
## 986   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 987   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 988   CompShg     VinylSd     VinylSd      Stone        450        Ex        TA
## 990   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 991   CompShg     VinylSd     VinylSd    BrkFace        423        Gd        TA
## 992   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 993   CompShg     Wd Sdng     Wd Sdng    BrkFace        340        TA        TA
## 994   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 995   CompShg     CemntBd     CmentBd      Stone        230        Ex        TA
## 996   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 999   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1000  CompShg     VinylSd     VinylSd      Stone         24        Gd        TA
## 1001  Tar&Grv     BrkComm     Brk Cmn       None          0        TA        TA
## 1002  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1003  CompShg     VinylSd     VinylSd    BrkFace         53        Gd        TA
## 1005  CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 1006  CompShg     HdBoard     HdBoard    BrkFace        220        Gd        TA
## 1008  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1009  CompShg     VinylSd     VinylSd      Stone        108        Gd        TA
## 1010  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 1011  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1012  CompShg     AsphShn     AsphShn       None          0        TA        TA
## 1013  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1014  CompShg     MetalSd      Stucco       None          0        TA        TA
## 1015  CompShg     MetalSd     MetalSd    BrkFace        206        TA        TA
## 1016  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1017  CompShg     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 1020  CompShg     VinylSd     VinylSd    BrkFace        145        Gd        TA
## 1021  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1022  CompShg     VinylSd     VinylSd      Stone         84        Gd        TA
## 1023  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1024  CompShg     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1026  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1027  CompShg     MetalSd     HdBoard    BrkFace        324        TA        TA
## 1028  CompShg     VinylSd     VinylSd      Stone        338        Gd        TA
## 1029  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1030  CompShg     HdBoard     HdBoard    BrkFace        281        TA        TA
## 1032  CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 1035  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1037  CompShg     VinylSd     VinylSd      Stone         70        Gd        TA
## 1039  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1040  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1041  CompShg     Wd Sdng     Wd Sdng     BrkCmn         67        TA        TA
## 1043  CompShg     VinylSd     VinylSd      Stone        135        Gd        TA
## 1044  CompShg     HdBoard     HdBoard    BrkFace         99        TA        TA
## 1045  WdShngl     BrkFace     BrkFace       None          0        Gd        TA
## 1047  CompShg     CemntBd     CmentBd      Stone        208        Gd        TA
## 1048  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1049  CompShg     HdBoard     HdBoard    BrkFace         75        TA        Fa
## 1050  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1051  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1052  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1053  CompShg     VinylSd     VinylSd     BrkCmn        272        TA        TA
## 1054  CompShg     HdBoard     HdBoard      Stone        145        TA        TA
## 1055  CompShg     VinylSd     VinylSd    BrkFace        210        Gd        TA
## 1056  CompShg     Plywood     Plywood    BrkFace        160        TA        TA
## 1057  CompShg     VinylSd     VinylSd      Stone        240        Gd        TA
## 1059  CompShg     VinylSd     VinylSd      Stone        154        Ex        TA
## 1061  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1062  CompShg     MetalSd     MetalSd       None          0        Fa        TA
## 1063  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1064  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1066  CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1067  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1068  CompShg     HdBoard     HdBoard    BrkFace        360        TA        TA
## 1069  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1070  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1071  CompShg     MetalSd     MetalSd    BrkFace        120        TA        TA
## 1072  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1073  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1074  CompShg     HdBoard     Plywood    BrkFace        140        TA        TA
## 1075  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1076  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1077  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1079  CompShg     VinylSd     VinylSd    BrkFace        169        Gd        TA
## 1080  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1081  CompShg     VinylSd     VinylSd    BrkFace        144        Gd        Gd
## 1082  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1083  CompShg     VinylSd     VinylSd    BrkFace        100        Gd        TA
## 1084  CompShg     HdBoard     HdBoard    BrkFace        425        TA        TA
## 1086  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1088  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1089  CompShg     VinylSd     VinylSd      Stone         50        Gd        TA
## 1090  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1091  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1092  CompShg     MetalSd     MetalSd    BrkFace        212        Gd        TA
## 1093  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1094  CompShg     MetalSd     MetalSd    BrkFace        166        TA        TA
## 1095  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1096  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1097  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1099  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1100  CompShg     Plywood     Plywood    BrkFace        206        TA        TA
## 1101  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1102  CompShg     HdBoard     MetalSd       None          0        TA        TA
## 1103  CompShg     Wd Sdng     Wd Sdng    BrkFace         45        TA        TA
## 1104  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1105  CompShg     HdBoard     HdBoard    BrkFace        304        TA        TA
## 1106  CompShg     HdBoard     HdBoard    BrkFace        362        Gd        TA
## 1107  CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 1108  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1110  CompShg     MetalSd     MetalSd      Stone         42        Gd        TA
## 1112  CompShg     Plywood     Plywood    BrkFace        660        TA        TA
## 1113  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1114  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1115  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1116  CompShg     VinylSd     VinylSd      Stone        328        Gd        TA
## 1118  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1119  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1120  CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 1121  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1122  CompShg     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 1124  CompShg     VinylSd     VinylSd       None          0        TA        Ex
## 1126  CompShg     Plywood     Plywood       None          0        TA        TA
## 1127  CompShg     VinylSd     VinylSd    BrkFace        130        Gd        TA
## 1128  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1129  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1130  CompShg     MetalSd     MetalSd    BrkFace        180        TA        TA
## 1131  CompShg     WdShing     Plywood       None          0        TA        TA
## 1132  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1133  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1134  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1135  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1136  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1137  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1138  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1140  CompShg      Stucco      Stucco       None          0        TA        Fa
## 1141  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1143  CompShg     VinylSd     VinylSd      Stone        340        Gd        TA
## 1145  CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 1146  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1148  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1150  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1151  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1152  CompShg     HdBoard     Plywood    BrkFace        132        TA        TA
## 1153  CompShg       Stone       Stone       None          0        TA        TA
## 1156  CompShg     Plywood     Plywood       None          0        Gd        Gd
## 1157  CompShg     BrkFace     BrkFace       None          0        TA        Gd
## 1158  CompShg     VinylSd     VinylSd      Stone        166        Gd        TA
## 1159  CompShg     VinylSd     VinylSd      Stone        186        Gd        TA
## 1160  CompShg     HdBoard     HdBoard    BrkFace        270        Gd        TA
## 1161  CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 1163  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1164  CompShg     Plywood     Plywood       None          0        TA        TA
## 1166  CompShg     VinylSd     VinylSd      Stone        268        Gd        TA
## 1167  CompShg     VinylSd     VinylSd      Stone         72        Gd        TA
## 1168  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1169  CompShg      Stucco      Stucco       None          0        TA        TA
## 1170  CompShg     HdBoard     HdBoard    BrkFace       1378        Gd        Gd
## 1171  CompShg     Plywood     Plywood       None          0        TA        TA
## 1172  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1173  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1174  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1175  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1176  CompShg     HdBoard     HdBoard    BrkFace        337        Gd        TA
## 1177  CompShg     HdBoard     Plywood       None          0        TA        TA
## 1179  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1180  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1182  CompShg     CemntBd     CmentBd      Stone        186        Ex        TA
## 1183  CompShg     Wd Sdng     ImStucc       None          0        Gd        TA
## 1184  CompShg      Stucco      Stucco       None          0        TA        TA
## 1185  CompShg     MetalSd     MetalSd    BrkFace        226        TA        TA
## 1186  CompShg     AsbShng     AsbShng       None          0        TA        Gd
## 1187  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1188  CompShg     ImStucc     ImStucc       None          0        Gd        TA
## 1189  CompShg     VinylSd     VinylSd    BrkFace         95        Gd        TA
## 1190  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1192  CompShg     MetalSd     MetalSd    BrkFace        456        Gd        TA
## 1193  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1195  CompShg     HdBoard     HdBoard      Stone        143        TA        TA
## 1196  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1197  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1198  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1199  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1200  CompShg     HdBoard     HdBoard    BrkFace         51        TA        TA
## 1201  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1202  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1203  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1204  CompShg     VinylSd     VinylSd    BrkFace        171        Gd        TA
## 1205  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1206  CompShg     HdBoard     HdBoard    BrkFace        234        Gd        TA
## 1208  CompShg     VinylSd     VinylSd    BrkFace        120        Gd        TA
## 1209  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1210  CompShg     VinylSd     VinylSd      Stone        420        Gd        TA
## 1211  CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1212  CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1213  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1215  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1216  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1217  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1218  CompShg     CemntBd     CmentBd      Stone         72        Gd        TA
## 1219  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1220  CompShg     CemntBd     CmentBd    BrkFace        236        TA        TA
## 1221  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1222  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1223  CompShg     Wd Sdng     Wd Sdng    BrkFace        320        TA        TA
## 1224  CompShg     Wd Sdng     Wd Sdng    BrkFace         44        TA        TA
## 1225  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1226  CompShg     VinylSd     VinylSd    BrkFace         63        TA        Gd
## 1227  CompShg     VinylSd     VinylSd      Stone         74        Gd        TA
## 1228  CompShg     VinylSd     VinylSd    BrkFace        300        TA        TA
## 1229  CompShg     MetalSd     MetalSd    BrkFace        766        Ex        TA
## 1230  CompShg     BrkFace     HdBoard       None          0        TA        TA
## 1232  CompShg     Wd Sdng     Wd Sdng    BrkFace        120        TA        TA
## 1233  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1235  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1236  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1237  CompShg     VinylSd     Wd Shng      Stone        106        Gd        TA
## 1238  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1239  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1240  CompShg     VinylSd     VinylSd    BrkFace         32        Gd        TA
## 1241  CompShg     VinylSd     VinylSd    BrkFace        252        Gd        TA
## 1242  CompShg     VinylSd     VinylSd      Stone          0        Gd        TA
## 1243  CompShg     Plywood     Plywood    BrkFace         81        TA        TA
## 1244  CompShg     VinylSd     VinylSd       None          0        Ex        TA
## 1246  CompShg     VinylSd     VinylSd    BrkFace         74        TA        TA
## 1247  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1249  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1250  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1251  CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 1253  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1255  CompShg     VinylSd     VinylSd      Stone         92        Gd        TA
## 1256  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1257  CompShg     HdBoard     HdBoard    BrkFace        554        Gd        TA
## 1258  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1259  CompShg     VinylSd     VinylSd      Stone        182        Gd        TA
## 1260  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1262  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1264  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1265  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1266  CompShg     MetalSd     MetalSd    BrkFace        218        Gd        TA
## 1267  CompShg     Wd Sdng     Wd Sdng       None          0        Fa        TA
## 1268  CompShg      Stucco     CmentBd       None          0        Ex        TA
## 1270  CompShg     MetalSd     MetalSd    BrkFace        180        TA        TA
## 1274  CompShg     Plywood     Plywood    BrkFace         84        TA        TA
## 1275  CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 1276     Roll     AsbShng     AsbShng      Stone        567        TA        TA
## 1279  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1280  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1281  CompShg     VinylSd     VinylSd    BrkFace        110        Gd        TA
## 1282  CompShg     HdBoard     HdBoard    BrkFace         54        TA        TA
## 1283  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1284  CompShg     MetalSd     Wd Shng       None          0        TA        TA
## 1285  CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 1286  CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 1289  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1290  CompShg     VinylSd     VinylSd      Stone        788        Gd        TA
## 1292  CompShg     CemntBd     CmentBd    BrkFace        268        TA        TA
## 1293  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1294  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1295  CompShg     WdShing     Plywood       None          0        TA        TA
## 1296  CompShg     HdBoard     HdBoard    BrkFace        168        TA        TA
## 1297  CompShg     MetalSd     MetalSd    BrkFace        148        TA        Gd
## 1298  CompShg     VinylSd     VinylSd    BrkFace         82        TA        TA
## 1300  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1303  CompShg     VinylSd     VinylSd    BrkFace        391        Gd        TA
## 1304  CompShg     VinylSd     VinylSd    BrkFace        228        Gd        TA
## 1305  CompShg     VinylSd     VinylSd      Stone        117        Gd        TA
## 1306  CompShg     VinylSd     VinylSd      Stone        300        Gd        TA
## 1307  CompShg     VinylSd     VinylSd      Stone         94        Gd        TA
## 1308  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1309  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1311  CompShg     BrkFace     HdBoard       None          0        Gd        Gd
## 1312  CompShg     VinylSd     VinylSd    BrkFace         80        Gd        TA
## 1314  CompShg     VinylSd     VinylSd    BrkFace        165        Gd        TA
## 1315  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1316  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1317  CompShg     VinylSd     VinylSd      Stone        270        Gd        TA
## 1318  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1320  CompShg     Wd Sdng     Wd Sdng    BrkFace        132        TA        TA
## 1321  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1323  CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 1324  CompShg     VinylSd     VinylSd       None          0        Fa        TA
## 1325  CompShg     VinylSd     VinylSd    BrkFace        428        Gd        TA
## 1326  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1327  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1328  CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 1329  CompShg     BrkFace     Wd Sdng       None          0        Gd        Gd
## 1330  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1331  CompShg     VinylSd     VinylSd      Stone        410        Gd        TA
## 1332  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1333  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1334  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1335  CompShg     HdBoard     HdBoard       None        312        TA        TA
## 1336  CompShg     Plywood     Plywood    BrkFace        360        TA        TA
## 1337  CompShg     Plywood     Plywood    BrkFace        564        TA        TA
## 1338  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1339  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1340  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1341  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1342  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1344  CompShg     BrkFace       Stone       None          0        TA        TA
## 1345  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1346  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1348  CompShg     VinylSd     VinylSd      Stone        100        Gd        TA
## 1350  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1351  CompShg     MetalSd     MetalSd    BrkFace        368        TA        TA
## 1352  CompShg     HdBoard     HdBoard    BrkFace        318        TA        TA
## 1353  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1354  CompShg     VinylSd     VinylSd    BrkFace        579        Gd        TA
## 1356  CompShg     MetalSd     MetalSd    BrkFace        143        TA        TA
## 1360  CompShg     VinylSd     VinylSd    BrkFace         66        Gd        TA
## 1361  CompShg     MetalSd     Wd Sdng       None          0        TA        TA
## 1362  CompShg     VinylSd     VinylSd      Stone         16        Gd        TA
## 1364  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1365  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1367  CompShg     VinylSd     VinylSd    BrkFace        158        Gd        TA
## 1368  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1370  CompShg     VinylSd     VinylSd    BrkFace        171        Gd        TA
## 1371  CompShg      CBlock      CBlock       None          0        Fa        TA
## 1372  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1373  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1375  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1376  CompShg     VinylSd     VinylSd    BrkFace         80        Gd        TA
## 1377  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1378  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1379  CompShg     HdBoard     HdBoard    BrkFace        408        TA        TA
## 1380  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1381  CompShg      Stucco      Stucco       None          0        TA        Fa
## 1383  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1385  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1386  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1387  CompShg     Plywood     Plywood    BrkFace        184        TA        TA
## 1388  CompShg      Stucco      Stucco       None          0        TA        Gd
## 1389  CompShg     VinylSd     VinylSd      Stone        160        Ex        TA
## 1390  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1391  CompShg     VinylSd     VinylSd    BrkFace        244        Gd        TA
## 1392  CompShg     Plywood     Plywood       None          0        TA        TA
## 1393  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1394  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1395  CompShg     VinylSd     VinylSd    BrkFace         45        Gd        TA
## 1396  CompShg     VinylSd     VinylSd    BrkFace        245        Gd        TA
## 1398  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1399  CompShg     VinylSd     Wd Sdng       None          0        TA        TA
## 1400  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1401  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1402  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1403  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1404  CompShg     VinylSd     VinylSd      Stone         84        Gd        TA
## 1405  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1406  CompShg     CemntBd     CmentBd      Stone        174        Gd        TA
## 1407  CompShg     HdBoard     Wd Shng       None          0        TA        TA
## 1409  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1410  CompShg     Plywood     Plywood    BrkFace        123        TA        Gd
## 1411  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1412  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1413  CompShg     BrkFace       Stone       None          0        TA        TA
## 1414  CompShg     VinylSd     VinylSd      Stone        366        Gd        TA
## 1415  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1416  CompShg     VinylSd     VinylSd    BrkFace        130        Gd        TA
## 1417  CompShg     VinylSd     AsbShng       None          0        TA        TA
## 1419  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1421  CompShg     HdBoard     HdBoard    BrkFace        420        TA        TA
## 1422  CompShg     Plywood     Plywood       None          0        TA        TA
## 1423  CompShg     VinylSd     VinylSd    BrkFace        170        Gd        TA
## 1426  CompShg     HdBoard     HdBoard      Stone        243        Gd        TA
## 1427  CompShg     VinylSd     VinylSd    BrkFace        448        Gd        TA
## 1428  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1429  CompShg     MetalSd     MetalSd      Stone        294        TA        Gd
## 1431  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1433  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1434  CompShg     VinylSd     VinylSd    BrkFace        318        TA        TA
## 1435  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1436  CompShg     Wd Sdng     Wd Sdng    BrkFace        237        Gd        Gd
## 1437  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1438  CompShg     VinylSd     VinylSd      Stone        426        Ex        TA
## 1439  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1440  CompShg     HdBoard     HdBoard    BrkFace         96        TA        TA
## 1441  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1443  CompShg     VinylSd     VinylSd      Stone        160        Ex        TA
## 1445  CompShg     VinylSd     VinylSd    BrkFace        106        Gd        TA
## 1446  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1448  CompShg     VinylSd     VinylSd    BrkFace        438        Gd        TA
## 1449  CompShg     MetalSd     HdBoard       None          0        TA        TA
## 1450  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1451  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1452  CompShg     CemntBd     CmentBd      Stone        194        Gd        TA
## 1453  CompShg     VinylSd     VinylSd    BrkFace         80        TA        TA
## 1454  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1455  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1456  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1457  CompShg     Plywood     Plywood      Stone        119        TA        TA
## 1458  CompShg     CemntBd     CmentBd       None          0        Ex        Gd
## 1459  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1460  CompShg     HdBoard     HdBoard       None          0        Gd        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1         PConc       Gd       TA           No          GLQ        706
## 2        CBlock       Gd       TA           Gd          ALQ        978
## 3         PConc       Gd       TA           Mn          GLQ        486
## 4        BrkTil       TA       Gd           No          ALQ        216
## 5         PConc       Gd       TA           Av          GLQ        655
## 6          Wood       Gd       TA           No          GLQ        732
## 7         PConc       Ex       TA           Av          GLQ       1369
## 9        BrkTil       TA       TA           No          Unf          0
## 10       BrkTil       TA       TA           No          GLQ        851
## 11       CBlock       TA       TA           No          Rec        906
## 12        PConc       Ex       TA           No          GLQ        998
## 14        PConc       Gd       TA           Av          Unf          0
## 16       BrkTil       TA       TA           No          Unf          0
## 18         Slab     None     None         None         None          0
## 19        PConc       TA       TA           No          GLQ        646
## 20       CBlock       TA       TA           No          LwQ        504
## 21        PConc       Ex       TA           Av          Unf          0
## 22        PConc       TA       TA           No          Unf          0
## 23        PConc       Gd       TA           No          Unf          0
## 24        PConc       Gd       TA           No          GLQ        840
## 26        PConc       Gd       TA           No          Unf          0
## 27       CBlock       TA       TA           Mn          BLQ        234
## 28        PConc       Ex       TA           No          GLQ       1218
## 29       CBlock       TA       TA           Gd          BLQ       1277
## 30       BrkTil       TA       TA           No          Unf          0
## 31       BrkTil       TA       TA           No          Unf          0
## 33        PConc       Ex       TA           Av          Unf          0
## 34       CBlock       TA       TA           No          Rec       1018
## 35        PConc       Ex       TA           No          GLQ       1153
## 36        PConc       Ex       TA           Av          Unf          0
## 37        PConc       Gd       TA           No          Unf          0
## 38       CBlock       TA       TA           No          Rec       1213
## 39       CBlock       TA       TA           No          GLQ        731
## 40        PConc     None     None         None         None          0
## 41       CBlock       TA       TA           No          Rec        643
## 42       CBlock       TA       TA           Gd          BLQ        967
## 45       CBlock       TA       TA           No          ALQ        179
## 46        PConc       Ex       TA           No          GLQ        456
## 47        PConc       Ex       TA           No          GLQ       1351
## 48        PConc       Gd       TA           Av          GLQ         24
## 49       BrkTil       TA       TA           No          Unf          0
## 50       CBlock       TA       TA           No          BLQ        763
## 52        PConc       TA       TA           No          Unf          0
## 53       CBlock       Gd       TA           Gd          LwQ        104
## 54       CBlock       Ex       TA           Gd          GLQ       1810
## 55       CBlock       TA       TA           No          ALQ        384
## 56       CBlock       TA       TA           No          BLQ        490
## 57        PConc       Gd       TA           No          GLQ        649
## 58        PConc       Gd       TA           No          Unf          0
## 59        PConc       Ex       TA           Gd          Unf          0
## 60       CBlock       TA       TA           Av          ALQ        632
## 61        PConc       Gd       TA           No          ALQ        941
## 62       BrkTil       TA       Fa           No          Unf          0
## 63        PConc       Gd       Gd           Mn          GLQ         24
## 64       BrkTil       TA       TA           No          Unf          0
## 66        PConc       Ex       TA           Av          Unf          0
## 68        PConc       Gd       TA           Av          GLQ       1013
## 69       CBlock       TA       TA           No          Unf          0
## 70       CBlock       TA       TA           No          BLQ        603
## 71       CBlock       Gd       TA           Gd          ALQ       1880
## 72       CBlock       TA       TA           No          ALQ        565
## 73        PConc       Gd       TA           No          Unf          0
## 74       CBlock       TA       TA           No          ALQ        320
## 75       CBlock       Fa       TA           No          Unf          0
## 76       CBlock       Gd       TA           Gd          GLQ        462
## 78       CBlock       TA       TA           No          BLQ        336
## 79       CBlock       TA       TA           No          Unf          0
## 80        PConc       TA       TA           No          Unf          0
## 81       CBlock       Gd       TA           No          Rec        448
## 82        PConc       Ex       Gd           No          GLQ       1201
## 83        PConc       Gd       TA           No          GLQ         33
## 84       CBlock       TA       TA           No          Unf          0
## 86       CBlock       Gd       TA           No          Unf          0
## 87        PConc       Gd       TA           Av          Unf          0
## 88        PConc       Gd       TA           Av          Unf          0
## 89       CBlock       TA       Fa           No          Unf          0
## 90        PConc       Gd       TA           No          GLQ        588
## 91         Slab     None     None         None         None          0
## 92       CBlock       TA       TA           No          Rec        600
## 93       BrkTil       Gd       TA           No          ALQ        713
## 94       BrkTil       TA       Fa           Mn          Rec       1046
## 95        PConc       Gd       TA           No          GLQ        648
## 97        PConc       Gd       TA           Av          ALQ       1162
## 98       CBlock       TA       TA           No          Rec        520
## 99       BrkTil       TA       TA           No          ALQ        108
## 100      CBlock       TA       TA           No          ALQ        569
## 102      CBlock       Gd       TA           No          Unf          0
## 103        Slab     None     None         None         None          0
## 104       PConc       Gd       TA           No          Unf          0
## 106       PConc       Ex       TA           No          Unf          0
## 107      BrkTil       Fa       TA           No          Unf          0
## 108      CBlock       TA       TA           No          ALQ        104
## 109      CBlock       TA       TA           No          Unf          0
## 110      CBlock       Gd       TA           No          BLQ        705
## 111      CBlock       TA       Fa           No          Rec        444
## 113       PConc       Ex       TA           Av          GLQ        984
## 115      CBlock       TA       TA           No          ALQ        774
## 116       PConc       Gd       TA           No          GLQ        419
## 118       PConc       Gd       TA           No          Unf          0
## 119       PConc       Gd       TA           Mn          GLQ       1470
## 120       PConc       Gd       TA           No          Unf          0
## 122       PConc       TA       TA           No          Unf          0
## 123      CBlock       TA       TA           No          BLQ        570
## 124       PConc       Gd       TA           No          GLQ        300
## 125      CBlock       Gd       Fa           No          Unf          0
## 126      CBlock       TA       TA           Av          GLQ        490
## 128      BrkTil       TA       TA           No          LwQ        116
## 129      CBlock       TA       TA           No          BLQ        512
## 130      CBlock       TA       TA           No          Rec        567
## 131      CBlock       TA       TA           No          Rec        445
## 133      CBlock       TA       TA           No          Rec        405
## 135      CBlock       TA       TA           No          Rec        570
## 136       PConc       TA       TA           No          Unf          0
## 138      CBlock       TA       TA           No          Unf          0
## 139       PConc       Gd       TA           Mn          GLQ        668
## 140       PConc       Gd       TA           No          GLQ        821
## 141      CBlock       TA       TA           No          ALQ        432
## 142       PConc       Gd       TA           Av          GLQ       1300
## 143      CBlock       TA       TA           No          Rec        507
## 144       PConc       Gd       TA           Gd          GLQ        679
## 145      CBlock       TA       TA           No          Rec       1332
## 146       PConc       Gd       TA           No          Unf          0
## 147      BrkTil       TA       TA           No          BLQ        209
## 149       PConc       Gd       TA           No          GLQ        680
## 151      CBlock       TA       TA           Av          BLQ        716
## 152       PConc       Ex       TA           Gd          GLQ       1400
## 155      BrkTil       TA       TA           No          Unf          0
## 156      BrkTil       TA       TA           No          Unf          0
## 157      CBlock     None     None         None         None          0
## 158       PConc       Ex       TA           No          Unf          0
## 159       PConc       Gd       TA           No          GLQ        222
## 160       PConc       Gd       TA           Mn          GLQ         57
## 162       PConc       Ex       TA           Av          GLQ       1016
## 163       PConc       Gd       TA           Mn          BLQ       1201
## 164      CBlock       TA       TA           No          Unf          0
## 165      BrkTil       TA       TA           Mn          LwQ        370
## 166      BrkTil       TA       TA           No          ALQ        351
## 168       PConc       Ex       TA           No          GLQ       1288
## 169       PConc       Gd       TA           No          Unf          0
## 172      CBlock       TA       Gd           Gd          BLQ        639
## 173       PConc       Gd       Gd           No          GLQ        495
## 174      CBlock       TA       TA           No          ALQ        288
## 175      CBlock       Gd       Fa           No          ALQ       1398
## 176      CBlock       TA       Gd           Av          ALQ        477
## 177       PConc       Gd       TA           No          GLQ        831
## 179       PConc       Ex       TA           No          GLQ       1904
## 180      CBlock       TA       TA           No          Unf          0
## 182      BrkTil       Fa       TA           No          LwQ        352
## 183       PConc     None     None         None         None          0
## 184       PConc       Gd       TA           No          Unf          0
## 185       PConc       Fa       TA           No          Unf          0
## 186      BrkTil       TA       TA           Mn          Unf          0
## 188      CBlock       Fa       TA           No          Unf          0
## 189      CBlock       Gd       TA           Av          GLQ       1086
## 190       PConc       Ex       TA           Av          GLQ       1153
## 191      CBlock       Gd       Gd           No          Rec        297
## 193       PConc       Gd       TA           Av          GLQ        560
## 194       PConc       Gd       TA           No          Unf          0
## 195      CBlock       TA       TA           Av          ALQ        390
## 196      CBlock       Gd       TA           No          ALQ        566
## 197       PConc       Ex       TA           No          GLQ       1126
## 198       PConc       TA       TA           No          GLQ       1036
## 199      CBlock       TA       TA           No          Unf          0
## 200       PConc       Ex       TA           Av          GLQ       1088
## 201       PConc       Gd       TA           No          Unf          0
## 202      CBlock       TA       TA           No          ALQ        641
## 203      BrkTil       Fa       TA           No          LwQ        617
## 205      CBlock       TA       TA           No          LwQ        312
## 206       PConc       Gd       TA           No          Unf          0
## 207      CBlock       TA       TA           No          Unf          0
## 210      CBlock       Gd       TA           No          Rec        787
## 211      CBlock       TA       TA           No          Rec        468
## 212       PConc       Gd       TA           Mn          GLQ         36
## 213       PConc       Gd       TA           No          GLQ        822
## 214       PConc       Gd       TA           No          ALQ        716
## 216      CBlock       TA       TA           No          BLQ        360
## 217       PConc       Gd       TA           Mn          GLQ        946
## 218      CBlock       TA       TA           No          Unf          0
## 220       PConc       Gd       TA           Av          GLQ         16
## 221       PConc       Gd       TA           Mn          Unf          0
## 223      CBlock       Gd       TA           No          ALQ        550
## 224      CBlock       TA       TA           No          ALQ        524
## 225       PConc       Ex       TA           Gd          GLQ         56
## 226      CBlock       TA       TA           No          Unf          0
## 227       PConc       Gd       TA           No          GLQ        565
## 228      CBlock       TA       TA           No          Rec        321
## 229      CBlock       TA       TA           No          ALQ        842
## 230       PConc       Gd       TA           Av          GLQ         16
## 231      CBlock       TA       TA           No          Unf          0
## 232       PConc       Gd       TA           No          GLQ        689
## 233      CBlock       TA       TA           No          Unf          0
## 234      CBlock       TA       Gd           Av          LwQ        182
## 236      CBlock       TA       TA           No          ALQ        358
## 237       PConc       Gd       TA           Av          GLQ         24
## 239       PConc       Ex       TA           No          Unf          0
## 240      CBlock       TA       Fa           No          LwQ         94
## 241       PConc       Gd       TA           Av          GLQ       1078
## 242      CBlock       TA       TA           No          ALQ        329
## 243      BrkTil       TA       TA           No          Unf          0
## 244      CBlock       Gd       TA           No          Unf          0
## 246      CBlock       Gd       TA           Av          GLQ        929
## 247       Stone       Fa       TA           No          Unf          0
## 248      CBlock       TA       TA           No          Unf          0
## 249       PConc       Gd       TA           No          Unf          0
## 251      CBlock       TA       TA           No          Unf          0
## 252       PConc       Gd       TA           Gd          GLQ       1573
## 253       PConc       Gd       TA           No          Unf          0
## 254      CBlock       Gd       TA           Gd          LwQ        270
## 255      CBlock       TA       TA           No          Rec        922
## 256       PConc       Gd       TA           No          Unf          0
## 257       PConc       Gd       TA           No          Rec        503
## 258       PConc       Gd       TA           No          GLQ       1334
## 259       PConc       Gd       TA           No          GLQ        361
## 260       PConc     None     None         None         None          0
## 261      CBlock       TA       TA           Gd          Rec        672
## 262       PConc       Ex       TA           No          Unf          0
## 263      CBlock       Gd       Gd           Av          ALQ        506
## 264      BrkTil       TA       TA           No          LwQ        234
## 265      BrkTil       Fa       TA           No          Unf          0
## 266      CBlock       Gd       TA           No          GLQ        588
## 267       PConc       Gd       TA           Av          GLQ        714
## 268       PConc       TA       TA           No          LwQ        378
## 269      CBlock       TA       TA           No          ALQ        403
## 271       PConc       Gd       TA           Mn          Unf          0
## 272      CBlock       Gd       TA           Gd          LwQ        226
## 273       PConc       Gd       TA           No          GLQ        524
## 274      CBlock       TA       TA           No          Rec        620
## 275      CBlock       TA       TA           Gd          ALQ        546
## 276      BrkTil       TA       TA           No          Unf          0
## 277       PConc       Ex       TA           No          Unf          0
## 278      CBlock       TA       TA           No          LwQ        120
## 279       PConc       Ex       TA           Gd          Unf          0
## 280      CBlock       Gd       TA           No          BLQ        392
## 281      CBlock       Gd       TA           Av          GLQ        421
## 282       PConc       Gd       TA           No          GLQ        905
## 283       PConc       Gd       TA           No          GLQ        904
## 284       PConc       Gd       TA           No          Unf          0
## 285       PConc       Gd       TA           No          GLQ        430
## 286       PConc       Gd       TA           No          Unf          0
## 287      CBlock       TA       TA           No          Rec        600
## 290      BrkTil       TA       TA           No          Unf          0
## 291       PConc       Gd       TA           Av          Unf          0
## 292       PConc       TA       Fa           No          Rec        210
## 293      CBlock       TA       TA           No          LwQ        292
## 295      CBlock       TA       TA           No          GLQ       1285
## 296      CBlock       TA       TA           Av          GLQ        819
## 297      CBlock       TA       TA           No          BLQ        420
## 298       PConc       Gd       TA           No          BLQ        649
## 299      CBlock       TA       TA           No          ALQ        384
## 300      CBlock       TA       TA           No          Unf          0
## 301      CBlock       TA       TA           Mn          BLQ        841
## 302       PConc       Gd       TA           No          GLQ        281
## 303       PConc       Gd       TA           No          Unf          0
## 304       PConc       TA       TA           No          ALQ        894
## 305      BrkTil       TA       TA           No          Unf          0
## 306       PConc       Gd       TA           No          GLQ       1464
## 307      CBlock       Gd       TA           No          ALQ        700
## 310       PConc       Ex       TA           Gd          GLQ       1274
## 312      CBlock       TA       TA           No          ALQ        680
## 313      CBlock       Gd       TA           Mn          Rec        507
## 314      CBlock       Gd       TA           Gd          ALQ       1236
## 315      BrkTil       TA       Gd           No          LwQ         16
## 316       PConc       Gd       TA           No          GLQ        425
## 317      CBlock       Gd       TA           No          GLQ        692
## 318       PConc       Gd       TA           Av          Unf          0
## 319       PConc       Gd       TA           Gd          GLQ        987
## 321       PConc       Ex       Gd           Av          Unf          0
## 322       PConc       Ex       TA           Av          GLQ        970
## 323      CBlock       TA       TA           Gd          LwQ         28
## 324      CBlock       TA       TA           No          ALQ        256
## 325      CBlock       Gd       TA           No          Unf          0
## 326      CBlock       TA       TA           Av          BLQ        116
## 327       PConc       Gd       TA           Gd          GLQ       1619
## 328      CBlock       TA       TA           No          Rec        565
## 330       PConc       TA       TA           Mn          Unf          0
## 332      CBlock       TA       TA           No          Rec        846
## 333       PConc       Gd       TA           No          GLQ       1124
## 334       PConc       Gd       TA           Av          GLQ        720
## 335       PConc       Gd       TA           Gd          GLQ        828
## 337       PConc       Ex       TA           Gd          GLQ       1249
## 338       PConc       Gd       TA           Av          GLQ        810
## 339      CBlock       Gd       TA           Mn          ALQ        213
## 340      CBlock       TA       Fa           No          Rec        585
## 341       PConc       Gd       TA           No          Unf          0
## 342      CBlock       TA       Fa           No          Unf          0
## 344       PConc       Ex       TA           No          GLQ         28
## 345      CBlock       Gd       TA           No          Rec        129
## 346      BrkTil       TA       TA           No          Unf          0
## 349       PConc       Gd       TA           No          GLQ        573
## 350       PConc       Ex       TA           No          GLQ       1410
## 351       PConc       Ex       TA           No          Unf          0
## 353      CBlock       TA       Fa           Mn          LwQ        236
## 354      BrkTil       TA       TA           No          Unf          0
## 355      CBlock       TA       TA           No          LwQ        388
## 356       PConc       Gd       Gd           No          ALQ        334
## 358       PConc       Gd       TA           No          ALQ        874
## 359      CBlock       TA       TA           Av          BLQ        300
## 360       PConc       Gd       TA           Av          GLQ        956
## 363        Slab     None     None         None         None          0
## 364      CBlock       TA       TA           No          ALQ        162
## 366      CBlock       TA       Fa           No          Rec        456
## 368      CBlock       Gd       TA           Gd          GLQ        371
## 369       PConc       TA       TA           No          LwQ        540
## 372      CBlock     None     None         None         None          0
## 373      CBlock       Gd       TA           No          ALQ        623
## 374       PConc       TA       TA           No          BLQ        428
## 375       PConc       Gd       TA           No          Unf          0
## 377       PConc       Gd       TA           Av          GLQ        298
## 378       PConc       Gd       TA           No          Unf          0
## 379       PConc       Ex       TA           Av          GLQ       1445
## 380       PConc       Gd       TA           No          Unf          0
## 381      BrkTil       TA       TA           No          LwQ        218
## 382       PConc       Gd       Gd           No          Unf          0
## 383       PConc       Gd       TA           Av          Unf          0
## 384      BrkTil       Fa       Fa           No          Unf          0
## 386       PConc       Gd       TA           No          GLQ         24
## 387       PConc       TA       TA           No          Unf          0
## 388      CBlock       TA       TA           Av          ALQ        631
## 389       PConc       Gd       TA           No          Unf          0
## 390       PConc       Ex       TA           Av          GLQ       1280
## 391      BrkTil       TA       Gd           No          Rec        241
## 392       PConc       Ex       TA           No          ALQ        690
## 395      CBlock       TA       TA           No          Unf          0
## 396      CBlock       TA       TA           Av          BLQ        739
## 397      CBlock       TA       TA           Av          Rec        777
## 398      CBlock       TA       TA           No          ALQ        540
## 399      BrkTil       Fa       Po           No          Unf          0
## 400       PConc       Gd       TA           No          GLQ        812
## 401       PConc       Gd       TA           No          GLQ        786
## 402       PConc       Gd       TA           Av          GLQ         24
## 403       PConc       TA       TA           No          Unf          0
## 404       PConc       Gd       TA           No          Unf          0
## 407      BrkTil       TA       TA           No          Unf          0
## 408      BrkTil       Gd       TA           No          Unf          0
## 409       PConc       Ex       Gd           No          Unf          0
## 410       PConc       Ex       TA           No          GLQ        789
## 411      CBlock       TA       Fa           No          Unf          0
## 412      CBlock       TA       TA           Mn          Rec       1056
## 414      CBlock       TA       TA           No          Unf          0
## 415       PConc       Gd       TA           No          BLQ         50
## 416       PConc       Gd       TA           Av          GLQ         24
## 417      CBlock       TA       TA           No          ALQ        209
## 418      BrkTil       Gd       TA           No          BLQ       1128
## 419      BrkTil       TA       TA           No          ALQ        312
## 420      CBlock       TA       TA           No          BLQ        775
## 421       PConc       Gd       Gd           Gd          GLQ       1309
## 423      CBlock       TA       TA           No          Unf          0
## 424       PConc       Gd       TA           No          GLQ        986
## 425      CBlock       Gd       TA           No          LwQ        616
## 426      CBlock       TA       TA           No          Unf          0
## 428      CBlock       TA       TA           No          Rec        288
## 429       PConc       Gd       TA           No          GLQ        664
## 430      CBlock       Gd       TA           Mn          GLQ       1005
## 431      CBlock       TA       TA           No          ALQ        387
## 432      BrkTil       TA       TA           No          Unf          0
## 433      CBlock       TA       TA           No          ALQ        471
## 434       PConc       Gd       TA           No          Unf          0
## 435      CBlock       Gd       TA           Av          ALQ        495
## 436       PConc       Gd       TA           Av          GLQ        385
## 437      BrkTil       Fa       TA           No          Unf          0
## 438       PConc       TA       TA           No          Unf          0
## 439       PConc       TA       TA           No          LwQ        365
## 440      BrkTil       TA       Fa           Mn          Unf          0
## 441       PConc       Ex       TA           Gd          GLQ       1767
## 442      CBlock       TA       TA           No          ALQ        133
## 443       PConc       TA       TA           No          Unf          0
## 444       PConc       Ex       TA           Av          Unf          0
## 445       PConc       Gd       TA           No          GLQ        642
## 446      CBlock       TA       TA           No          Unf          0
## 447      CBlock       TA       TA           No          ALQ        247
## 449      BrkTil       TA       TA           No          Unf          0
## 450      CBlock       TA       TA           No          ALQ        331
## 451      BrkTil       TA       TA           No          Unf          0
## 452      CBlock       Gd       TA           Gd          ALQ        655
## 454       PConc       Gd       TA           No          Unf          0
## 455      CBlock       TA       TA           No          ALQ       1606
## 456      CBlock       TA       TA           No          ALQ        916
## 457      BrkTil       TA       TA           No          Unf          0
## 461       PConc       Gd       TA           No          GLQ        544
## 462       PConc       Gd       Gd           No          ALQ        350
## 463      CBlock       TA       TA           No          Rec        553
## 464      CBlock       TA       TA           No          LwQ        326
## 465      CBlock       Gd       TA           No          Rec        616
## 467      CBlock       TA       Gd           Gd          GLQ        778
## 468      CBlock       TA       TA           No          LwQ        386
## 469       PConc       Gd       TA           No          Unf          0
## 470       PConc       Gd       TA           No          GLQ        426
## 472      CBlock       Gd       TA           No          Unf          0
## 473       PConc       Gd       TA           Gd          GLQ        459
## 474       PConc       Ex       TA           Gd          GLQ       1350
## 475       PConc       Gd       TA           Av          GLQ       1196
## 476      CBlock       TA       TA           No          GLQ        630
## 477       PConc       Gd       TA           Gd          GLQ        994
## 478       PConc       Gd       TA           Av          Unf          0
## 479       PConc       Ex       TA           Gd          GLQ       1288
## 480      BrkTil       Fa       TA           No          Rec        168
## 481       PConc       Ex       TA           Gd          GLQ       1261
## 482       PConc       Ex       TA           Gd          GLQ       1567
## 483       PConc       TA       TA           No          ALQ        299
## 484       PConc       Ex       TA           No          GLQ        897
## 486      CBlock       TA       TA           No          ALQ        607
## 487      CBlock       TA       TA           No          ALQ        836
## 488      CBlock       Gd       TA           Av          ALQ        998
## 489      CBlock       TA       Fa           No          BLQ        664
## 490      CBlock       Gd       TA           Av          GLQ        515
## 492      CBlock       TA       TA           No          BLQ        403
## 493       PConc       Gd       TA           No          Unf          0
## 494      CBlock       TA       TA           No          BLQ        374
## 495      BrkTil       Fa       TA           No          Unf          0
## 496      CBlock       TA       TA           No          Rec        495
## 498       PConc       TA       TA           No          Rec        329
## 499       PConc       TA       TA           No          ALQ        450
## 500      CBlock       TA       TA           No          BLQ        111
## 501      CBlock       TA       TA           No          BLQ        356
## 502       PConc       Gd       TA           No          GLQ        400
## 503      CBlock       TA       TA           No          ALQ        698
## 504      CBlock       TA       TA           No          ALQ       1247
## 505      CBlock       TA       TA           No          ALQ        257
## 506      CBlock       TA       TA           No          Unf          0
## 507       PConc       Gd       TA           No          GLQ        380
## 508       PConc       Gd       TA           No          GLQ         27
## 509      BrkTil       TA       TA           No          Rec        141
## 510      CBlock       TA       TA           No          ALQ        991
## 511      CBlock       TA       TA           No          BLQ        650
## 512       PConc       Gd       TA           No          Unf          0
## 513      CBlock       TA       TA           No          BLQ        521
## 514       PConc       TA       TA           No          ALQ        336
## 515      BrkTil       TA       TA           No          Unf          0
## 516      CBlock       Ex       TA           No          GLQ       1436
## 518       PConc       Gd       TA           No          Unf          0
## 520      BrkTil       Gd       TA           No          Unf          0
## 521      BrkTil     None     None         None         None          0
## 522      CBlock       TA       TA           No          Rec        777
## 523      CBlock       TA       TA           No          ALQ        399
## 525       PConc       Gd       TA           No          GLQ        719
## 526       PConc       Gd       TA           No          Unf          0
## 527      CBlock       Gd       TA           No          Rec        377
## 528       PConc       Ex       TA           Av          GLQ       1330
## 529      BrkTil       TA       TA           Mn          ALQ        348
## 531      CBlock       Gd       TA           Av          GLQ        783
## 532      BrkTil       Fa       Fa           Mn          Unf          0
## 533        Slab     None     None         None         None          0
## 534        Slab     None     None         None         None          0
## 535       PConc       Ex       Gd           Av          Unf          0
## 536      CBlock       Gd       TA           Gd          GLQ        969
## 537       PConc       Gd       TA           Av          Unf          0
## 541       PConc       Ex       TA           Av          GLQ       1260
## 543       PConc       Ex       TA           No          LwQ        144
## 544       PConc       Gd       TA           Av          GLQ        584
## 545       PConc       Gd       Gd           Av          GLQ        554
## 547      BrkTil       Gd       TA           No          Rec        300
## 548      CBlock       Gd       TA           Av          ALQ        619
## 549      CBlock       TA       TA           No          LwQ        180
## 550       PConc       Gd       TA           No          Unf          0
## 551      CBlock       Gd       TA           No          ALQ        559
## 552      CBlock       TA       TA           No          Rec        308
## 553       PConc       Ex       TA           Av          Unf          0
## 554      CBlock     None     None         None         None          0
## 555       PConc       Gd       TA           No          GLQ        866
## 556      BrkTil       TA       Fa           No          Unf          0
## 557      CBlock       TA       TA           No          Rec        895
## 558      CBlock       TA       TA           No          Rec        637
## 559       PConc       Gd       TA           Gd          GLQ        604
## 562      CBlock       Gd       TA           Av          ALQ       1071
## 563      CBlock       TA       TA           No          BLQ        290
## 564      BrkTil       Gd       TA           Mn          Unf          0
## 566       PConc       Gd       TA           No          Unf          0
## 567       PConc       Gd       Gd           No          Unf          0
## 568       PConc       Gd       TA           No          GLQ          2
## 569      CBlock       Gd       TA           Gd          GLQ       1441
## 571      CBlock       TA       TA           No          LwQ        231
## 572      CBlock       TA       TA           No          BLQ        414
## 573       PConc       Ex       TA           Av          Unf          0
## 574       PConc       Gd       TA           No          Unf          0
## 575      CBlock       TA       TA           Av          ALQ        349
## 576      CBlock       TA       TA           No          Rec        442
## 577      BrkTil       TA       TA           No          Unf          0
## 578      CBlock       TA       TA           Av          LwQ        328
## 579       PConc       Gd       TA           No          Unf          0
## 580      BrkTil       TA       TA           No          Unf          0
## 582       PConc       Ex       TA           No          Unf          0
## 583      CBlock       Gd       TA           Av          GLQ        816
## 584      BrkTil       TA       TA           No          Unf          0
## 585      BrkTil       TA       TA           No          Unf          0
## 586       PConc       Ex       TA           Gd          GLQ       1460
## 587      BrkTil       TA       Gd           Mn          Rec        210
## 588      CBlock       TA       TA           Av          ALQ        672
## 589      CBlock       TA       TA           Gd          GLQ       1324
## 590      BrkTil       TA       TA           No          Unf          0
## 591       PConc       Gd       TA           No          GLQ        490
## 592       PConc       Ex       TA           Gd          GLQ       1338
## 593       PConc       TA       Gd           No          GLQ        816
## 595      CBlock       Gd       TA           No          Unf          0
## 596       PConc       Gd       TA           Gd          GLQ       1422
## 597      CBlock       TA       TA           No          Unf          0
## 598       PConc       Ex       TA           Av          Unf          0
## 599      CBlock       Gd       TA           Mn          ALQ       1283
## 600      CBlock       Gd       TA           No          LwQ         81
## 601       PConc       Gd       TA           Av          GLQ        546
## 602       PConc       TA       TA           No          Unf          0
## 603       PConc       Gd       TA           Mn          GLQ        789
## 604       PConc       Gd       TA           No          Unf          0
## 605       PConc       Gd       TA           Mn          GLQ        922
## 606      CBlock       TA       TA           No          BLQ        454
## 607       PConc       Gd       TA           No          GLQ        732
## 608      CBlock       TA       Gd           No          GLQ        603
## 609       PConc       Gd       TA           Mn          BLQ        428
## 610      CBlock       TA       TA           Mn          Rec        903
## 614       PConc       Gd       TA           No          ALQ        206
## 615      CBlock       Gd       TA           Av          LwQ        150
## 616       PConc       TA       TA           Gd          GLQ        763
## 618      CBlock       TA       TA           No          Unf          0
## 619       PConc       Ex       TA           Av          GLQ         48
## 620       PConc       Gd       TA           Gd          GLQ        871
## 621      BrkTil       TA       TA           No          BLQ         41
## 622      CBlock       TA       TA           No          ALQ        956
## 623      CBlock       TA       TA           No          BLQ        560
## 625      CBlock       TA       TA           No          Rec        247
## 626      CBlock       TA       TA           No          Unf          0
## 628      CBlock       TA       TA           Av          BLQ        674
## 629       PConc       Gd       TA           Av          Rec        650
## 630      CBlock       TA       TA           Gd          GLQ        624
## 631      BrkTil       Fa       Fa           No          Unf          0
## 632       PConc       Gd       Gd           Mn          GLQ         24
## 633      CBlock       TA       TA           No          ALQ        822
## 634      CBlock       TA       TA           No          BLQ        480
## 635      CBlock       TA       TA           No          GLQ       1056
## 636      CBlock       TA       Fa           No          LwQ        256
## 637      BrkTil       TA       Fa           No          Unf          0
## 638      CBlock       TA       TA           No          Unf          0
## 639      CBlock       Fa       TA           No          Unf          0
## 640       PConc       Gd       Gd           Av          GLQ       1154
## 641       PConc       Ex       TA           Gd          GLQ       1218
## 643      CBlock       Gd       TA           Gd          GLQ       1410
## 644      CBlock       TA       TA           No          Rec        493
## 645       PConc       Ex       TA           Mn          GLQ       1121
## 647      CBlock     None     None         None         None          0
## 648      CBlock       TA       TA           Mn          Rec        500
## 649      CBlock       TA       TA           No          Unf          0
## 650      CBlock       Gd       TA           Av          BLQ        131
## 651       PConc       Gd       TA           No          Unf          0
## 652      CBlock       TA       TA           Mn          Unf          0
## 653       PConc       Gd       TA           No          Unf          0
## 654      CBlock       TA       TA           No          Unf          0
## 655       PConc       Gd       TA           Gd          GLQ       1696
## 656      CBlock       TA       TA           No          Unf          0
## 657      CBlock       TA       TA           No          ALQ        806
## 658      BrkTil       Gd       TA           No          Unf          0
## 659      CBlock       TA       TA           No          Unf          0
## 660       PConc       TA       TA           No          BLQ        637
## 662       PConc       Gd       Gd           No          GLQ       1361
## 663      CBlock       Fa       Fa           No          Unf          0
## 664      CBlock       Gd       TA           Av          BLQ        920
## 665       PConc       Ex       TA           Mn          GLQ       1721
## 666       PConc       Gd       TA           No          Unf          0
## 668       PConc       Gd       TA           No          GLQ       1138
## 670      BrkTil       Fa       TA           No          Unf          0
## 671       PConc       Gd       TA           No          GLQ        193
## 672      BrkTil       TA       TA           No          BLQ        551
## 674       PConc       TA       TA           No          GLQ       1186
## 675      CBlock       TA       TA           No          Rec        892
## 676      CBlock       TA       TA           No          ALQ        311
## 677      BrkTil       TA       Fa           No          Unf          0
## 678      BrkTil       TA       TA           No          Unf          0
## 679       PConc       Ex       TA           Mn          Unf          0
## 681      CBlock       Gd       TA           No          BLQ        543
## 682      BrkTil       TA       TA           No          Rec        182
## 684       PConc       Gd       TA           Av          GLQ       1059
## 685       PConc       Gd       TA           No          Unf          0
## 687       PConc       Gd       TA           No          Unf          0
## 689       PConc       Gd       TA           Av          GLQ        945
## 690       PConc       Gd       TA           Av          ALQ         20
## 692       PConc       Ex       TA           Gd          GLQ       1455
## 693       PConc       Gd       TA           Gd          GLQ        965
## 694      BrkTil       TA       TA           No          Unf          0
## 695      BrkTil       TA       TA           No          Unf          0
## 696      CBlock       Gd       Gd           No          GLQ        980
## 697      CBlock       TA       TA           No          LwQ        616
## 698       PConc       Ex       Gd           Mn          LwQ        210
## 699      CBlock       TA       TA           No          GLQ        553
## 700       PConc       Gd       TA           Mn          GLQ         16
## 701       PConc       Ex       TA           Gd          GLQ       1274
## 702      CBlock       TA       TA           No          Unf          0
## 703       PConc       Ex       Gd           No          Unf          0
## 704      BrkTil       Gd       TA           No          Unf          0
## 705       PConc       Gd       TA           Av          GLQ        712
## 706        Slab     None     None         None         None          0
## 708       PConc       Gd       TA           No          GLQ        863
## 709       PConc       Gd       TA           Av          Unf          0
## 711      CBlock       TA       TA           No          Unf          0
## 712       Stone       TA       TA           Mn          Unf          0
## 713       PConc       Gd       TA           Mn          GLQ        767
## 714      CBlock       TA       TA           Av          ALQ        789
## 716      CBlock       Gd       TA           No          Unf          0
## 717      BrkTil       TA       TA           No          Unf          0
## 718      CBlock       Gd       TA           No          BLQ       1084
## 719       PConc       Gd       TA           Gd          GLQ       1173
## 720      CBlock       Gd       TA           Gd          ALQ        523
## 723      CBlock       TA       TA           No          ALQ        191
## 724       PConc       TA       TA           No          Unf          0
## 725       PConc       Ex       TA           No          GLQ       1234
## 726      CBlock       TA       TA           No          ALQ        375
## 728       PConc       Gd       TA           Av          GLQ        724
## 729      CBlock       TA       TA           No          Unf          0
## 730      CBlock       TA       TA           No          BLQ        152
## 731       PConc       Gd       TA           No          GLQ       1180
## 732       PConc       Ex       TA           Av          GLQ        786
## 733       PConc       Gd       TA           Av          ALQ        252
## 734      CBlock       TA       TA           No          BLQ        594
## 736      BrkTil       Gd       TA           Mn          Rec        390
## 737      CBlock     None     None         None         None          0
## 738       PConc       Gd       TA           No          Unf          0
## 739      CBlock       Gd       Gd           Gd          GLQ       1200
## 740       PConc       Gd       TA           No          Unf          0
## 741      BrkTil       Fa       Fa           No          Unf          0
## 742      CBlock       TA       TA           Mn          GLQ        832
## 743       PConc       Gd       TA           No          Unf          0
## 744      CBlock       Gd       TA           Av          ALQ        444
## 745       PConc       Gd       TA           No          GLQ        733
## 748       Stone       TA       Fa           No          Unf          0
## 749       PConc       Gd       TA           No          GLQ        919
## 750        Slab     None     None         None         None          0
## 751      BrkTil       TA       Fa           No          Unf          0
## 753       PConc       Gd       TA           Gd          GLQ       1200
## 754       PConc       Gd       TA           Mn          Unf          0
## 755      CBlock       TA       TA           No          GLQ        439
## 756       PConc       Gd       TA           No          GLQ        381
## 757       PConc       Gd       TA           Av          GLQ         20
## 759       PConc       Gd       TA           No          ALQ        549
## 760       PConc       Gd       TA           Av          LwQ         56
## 761      CBlock       TA       TA           No          Rec        612
## 762       PConc       TA       TA           Mn          LwQ        405
## 763       PConc       Gd       TA           Mn          GLQ         24
## 764       PConc       Gd       TA           Mn          GLQ       1163
## 765       PConc       Gd       Gd           Av          LwQ        437
## 766       PConc       Gd       TA           No          Unf          0
## 767      CBlock       Gd       TA           No          GLQ        394
## 768      CBlock       Gd       TA           Mn          ALQ        660
## 769       PConc       Gd       TA           No          GLQ         24
## 770       PConc       Gd       TA           Gd          ALQ       1416
## 772      CBlock       Fa       Fa           No          LwQ        836
## 773      CBlock       TA       TA           Av          ALQ        422
## 774      CBlock       TA       TA           No          Rec        456
## 775       PConc       Gd       TA           Av          Unf          0
## 776       PConc       Ex       TA           No          GLQ        866
## 777       PConc       Gd       TA           Av          GLQ         20
## 778      CBlock       TA       TA           No          ALQ        762
## 779        Slab     None     None         None         None          0
## 780      CBlock       Gd       TA           Gd          GLQ        975
## 781       PConc       Gd       Gd           No          Unf          0
## 782       PConc       Gd       TA           No          ALQ        387
## 783       PConc       Gd       TA           No          Unf          0
## 785      CBlock       TA       TA           No          Unf          0
## 787       PConc       Fa       TA           No          LwQ        686
## 788       PConc       Gd       TA           No          GLQ        656
## 789      CBlock       TA       TA           No          Unf          0
## 791       PConc       Gd       TA           No          GLQ         16
## 793       PConc       Gd       TA           Av          GLQ        862
## 794       PConc       Gd       TA           Av          Unf          0
## 796      CBlock       Gd       TA           No          Unf          0
## 797      CBlock       TA       TA           No          Unf          0
## 798      CBlock       TA       TA           No          BLQ        570
## 799       PConc       Ex       TA           No          Unf          0
## 800      BrkTil       Gd       TA           No          ALQ        569
## 801       PConc       Gd       TA           Gd          GLQ        462
## 802      CBlock       TA       TA           No          LwQ        197
## 803       PConc       Gd       TA           Av          GLQ        648
## 804       PConc       Ex       TA           Gd          Unf          0
## 805      CBlock       TA       TA           No          LwQ        812
## 806       PConc       Gd       TA           No          Unf          0
## 807       PConc       TA       TA           Av          ALQ        400
## 808      CBlock       TA       TA           Gd          GLQ       1309
## 809      CBlock       TA       TA           Av          ALQ        516
## 810       PConc       TA       TA           No          Unf          0
## 811      CBlock       TA       TA           No          ALQ        663
## 813      CBlock       TA       TA           Av          Unf          0
## 814      CBlock       TA       TA           No          Rec        608
## 815      BrkTil       TA       TA           No          Unf          0
## 816       PConc       Gd       TA           No          Unf          0
## 819      CBlock       TA       TA           Av          GLQ        504
## 820       PConc       Gd       TA           Mn          GLQ        733
## 821       PConc       Gd       TA           No          Unf          0
## 822      CBlock       Fa       TA           No          Unf          0
## 824      BrkTil       TA       TA           No          Unf          0
## 825       PConc       Gd       Gd           No          Unf          0
## 826       PConc       Ex       TA           Av          GLQ       1636
## 827      BrkTil       TA       TA           No          ALQ        784
## 828       PConc       Gd       TA           No          GLQ         20
## 830       PConc       Gd       TA           No          Unf          0
## 831      CBlock       TA       TA           No          Rec       1040
## 832       PConc       Gd       TA           No          Unf          0
## 833       PConc       Gd       TA           No          GLQ        483
## 834      CBlock       TA       TA           No          Rec        196
## 835      CBlock       TA       TA           No          Rec        572
## 836      CBlock       Gd       TA           No          BLQ        442
## 837      BrkTil       TA       TA           No          Rec        338
## 838      CBlock       TA       TA           No          BLQ        330
## 839       PConc       Gd       TA           No          Unf          0
## 840      CBlock       TA       TA           No          BLQ        352
## 842       PConc       TA       TA           No          Unf          0
## 843      CBlock       TA       TA           Gd          Rec        312
## 844      CBlock       TA       TA           No          Unf          0
## 845      BrkTil       TA       TA           Mn          Unf          0
## 847       PConc       Gd       TA           No          ALQ        513
## 848      CBlock       TA       TA           Av          BLQ        460
## 849      BrkTil       TA       TA           No          Unf          0
## 850      CBlock       TA       TA           No          Unf          0
## 851       PConc       Gd       TA           Av          GLQ        659
## 853      CBlock       TA       TA           No          Rec        364
## 855      CBlock       TA       TA           Mn          ALQ        306
## 858       PConc       Gd       TA           No          Unf          0
## 859      CBlock       Gd       TA           No          Unf          0
## 861      BrkTil       TA       TA           No          Unf          0
## 862       PConc       TA       TA           Mn          BLQ        841
## 863       PConc       Gd       TA           No          GLQ        338
## 864      CBlock       TA       TA           No          BLQ       1148
## 865       PConc       Ex       TA           No          Unf          0
## 867       PConc       Gd       TA           Av          Unf          0
## 868      CBlock       TA       TA           No          ALQ        932
## 870       PConc       Gd       TA           No          GLQ        750
## 871      CBlock       TA       TA           No          Unf          0
## 872       PConc       Gd       TA           No          GLQ        505
## 873       Stone       TA       TA           Av          Unf          0
## 874      CBlock       TA       TA           No          Rec        375
## 875      CBlock       TA       TA           No          Unf          0
## 876       PConc       Gd       TA           Av          GLQ         64
## 877       PConc       TA       TA           Gd          ALQ        633
## 878       PConc       Ex       TA           No          GLQ       1170
## 879      CBlock       TA       TA           Av          ALQ        899
## 881       PConc       Ex       Gd           No          ALQ        980
## 882      CBlock       Gd       TA           Mn          LwQ        902
## 884       PConc       TA       Fa           No          Unf          0
## 885      CBlock       TA       TA           No          BLQ        432
## 886       PConc       Ex       TA           Av          GLQ       1238
## 887      CBlock       TA       TA           No          LwQ        528
## 888       PConc       TA       TA           No          Unf          0
## 889       PConc       TA       Gd           Gd          ALQ        351
## 890      CBlock       TA       TA           No          BLQ       1024
## 891      CBlock       TA       TA           Mn          Unf          0
## 892      CBlock       TA       TA           No          LwQ        226
## 893      CBlock       TA       TA           No          GLQ        663
## 895        Slab     None     None         None         None          0
## 896      CBlock       TA       TA           No          BLQ        400
## 897      BrkTil       TA       TA           No          ALQ        285
## 898        Slab     None     None         None         None          0
## 899       PConc       Ex       TA           Gd          GLQ       2188
## 900      CBlock       TA       TA           No          BLQ        465
## 902      CBlock       TA       TA           Mn          BLQ        860
## 903       PConc       Gd       TA           No          Unf          0
## 904       PConc       Gd       TA           No          Unf          0
## 906      CBlock       TA       TA           No          Rec        354
## 907       PConc       Gd       TA           No          GLQ         63
## 908      CBlock       Gd       TA           No          Rec        223
## 910       PConc       Gd       TA           No          Unf          0
## 911      CBlock       TA       TA           No          Rec        443
## 913      BrkTil       TA       TA           No          Rec        489
## 914      CBlock       TA       TA           No          BLQ        284
## 915       PConc       Gd       TA           Av          GLQ        294
## 916      CBlock       TA       TA           No          Unf          0
## 917      CBlock       TA       TA           Av          BLQ         50
## 919       PConc       Ex       TA           Mn          BLQ         48
## 920      CBlock       Gd       TA           No          ALQ        528
## 921       PConc       Gd       Gd           No          GLQ        814
## 922      CBlock       TA       TA           No          ALQ       1084
## 923       PConc       Gd       TA           No          GLQ         28
## 924       PConc       Gd       TA           No          LwQ        165
## 925      CBlock       Gd       TA           No          BLQ        625
## 927       PConc       Gd       TA           No          Unf          0
## 931       PConc       Gd       TA           Av          GLQ         16
## 932      CBlock       TA       TA           No          BLQ        338
## 933       PConc       Ex       Gd           No          Unf          0
## 934       PConc       Gd       TA           Av          GLQ         20
## 935      CBlock       Gd       TA           Gd          GLQ        425
## 936       PConc       Fa       TA           Mn          Unf          0
## 937       PConc       Gd       TA           No          GLQ        833
## 938       PConc       Gd       TA           Mn          GLQ        341
## 939       PConc       Gd       Gd           Mn          GLQ        464
## 941      CBlock       TA       TA           Gd          Rec        936
## 943       PConc       Gd       TA           Gd          GLQ       1440
## 944      CBlock       TA       TA           Av          Unf          0
## 946      BrkTil       TA       TA           No          LwQ       1088
## 947      CBlock       TA       TA           Av          ALQ        748
## 948       PConc       Gd       TA           Av          GLQ       1300
## 949       PConc       Gd       TA         None          Unf          0
## 950      CBlock       TA       TA           No          ALQ        982
## 951      CBlock       TA       TA           No          ALQ        398
## 952      CBlock       TA       TA           No          BLQ        641
## 953      CBlock       Gd       TA           Av          GLQ        660
## 955      CBlock       Gd       Gd           Gd          GLQ        945
## 956      CBlock       Gd       TA           No          Rec        484
## 957      CBlock       Gd       TA           No          ALQ        285
## 958      CBlock       TA       TA           No          Rec        417
## 959       PConc       Gd       TA           Mn          GLQ        699
## 960       PConc       Gd       TA           No          ALQ        604
## 961      CBlock       TA       TA           Gd          BLQ        696
## 963      CBlock       Gd       TA           No          ALQ        556
## 964       PConc       Ex       TA           No          Unf          0
## 965       PConc       Gd       TA           No          GLQ        624
## 966       PConc       Gd       TA           No          Unf          0
## 967      BrkTil       TA       Fa           No          Rec        428
## 969      BrkTil       TA       TA           No          Unf          0
## 970      CBlock       TA       TA           Gd          ALQ        513
## 971      CBlock       TA       TA           No          Unf          0
## 972       PConc       Gd       TA           No          GLQ        567
## 973      CBlock       Gd       TA           No          Unf          0
## 974       PConc       Gd       TA           No          Unf          0
## 975      BrkTil       Gd       TA           No          Unf          0
## 977       PConc       Gd       TA           No          Unf          0
## 978       PConc       Gd       TA           No          GLQ       1106
## 979      CBlock       TA       TA           No          LwQ        552
## 980       PConc       TA       TA           No          Rec        651
## 982       PConc       Gd       TA           No          GLQ        854
## 983       PConc       Gd       TA           Av          Unf          0
## 985      CBlock     None     None         None         None          0
## 986      CBlock       TA       TA           No          ALQ       1040
## 987      CBlock       TA       Fa           No          Unf          0
## 988       PConc       Ex       TA           Av          GLQ       1646
## 990       PConc       Gd       Gd           No          Unf          0
## 991       PConc       Gd       TA           No          GLQ       1074
## 992      BrkTil       TA       TA           No          BLQ        216
## 993      CBlock       TA       TA           Gd          BLQ        536
## 994       PConc       Gd       TA           No          Unf          0
## 995       PConc       Ex       TA           Gd          GLQ       1172
## 996      CBlock       TA       TA           No          ALQ        384
## 999      BrkTil       TA       Fa           No          Unf          0
## 1000      PConc       Gd       TA           Av          GLQ        686
## 1001       Slab     None     None         None         None          0
## 1002     BrkTil       Fa       TA           No          Unf          0
## 1003      PConc       Gd       TA           No          GLQ         24
## 1005      PConc       Gd       TA           No          GLQ         16
## 1006     CBlock       Gd       Gd           Av          GLQ        595
## 1008     CBlock       TA       TA           No          BLQ        273
## 1009      PConc       Ex       TA           Mn          Unf          0
## 1010     BrkTil       TA       TA           No          Unf          0
## 1011     CBlock       TA       TA           No          Unf          0
## 1012     CBlock     None     None         None         None          0
## 1013      PConc       TA       Fa           No          Unf          0
## 1014     BrkTil       TA       TA           No          ALQ        247
## 1015     CBlock       TA       Fa           No          BLQ        336
## 1016      PConc       Gd       TA           No          GLQ        643
## 1017      PConc       Gd       TA           Gd          GLQ        690
## 1020      PConc       Gd       TA           Gd          GLQ         16
## 1021      PConc       Gd       TA           No          GLQ       1024
## 1022      PConc       Gd       TA           Av          GLQ        684
## 1023     CBlock       TA       TA           No          LwQ        324
## 1024      PConc       Gd       Gd           No          GLQ         16
## 1026     CBlock       TA       TA           No          LwQ        138
## 1027     CBlock       TA       TA           No          Rec        697
## 1028      PConc       Gd       TA           Gd          GLQ       1513
## 1029     CBlock       TA       TA           No          Rec        368
## 1030     CBlock       TA       TA           No          BLQ        317
## 1032     BrkTil       TA       TA           No          GLQ        523
## 1035      PConc       Fa       Fa           No          Unf          0
## 1037      PConc       Ex       TA           Gd          GLQ       1022
## 1039     CBlock       TA       TA           No          Unf          0
## 1040     CBlock       Gd       TA           Av          GLQ        509
## 1041     CBlock       TA       TA           No          Rec        168
## 1043      PConc       Gd       TA           Av          ALQ        900
## 1044      PConc       Gd       TA           No          GLQ       1085
## 1045      PConc       Gd       TA           No          ALQ       1104
## 1047      PConc       Ex       TA           Av          GLQ        240
## 1048      PConc       Gd       TA           No          GLQ        686
## 1049       Slab     None     None         None         None          0
## 1050     CBlock     None     None         None         None          0
## 1051      PConc       Gd       TA           Av          Unf          0
## 1052      PConc       Gd       TA           Av          Unf          0
## 1053     CBlock       TA       TA           No          Rec        442
## 1054     CBlock       TA       TA           Av          Rec        383
## 1055      PConc       Gd       TA           Mn          GLQ        932
## 1056     CBlock       Gd       TA           No          ALQ        644
## 1057      PConc       Gd       TA           Av          GLQ        659
## 1059      PConc       Ex       TA           Av          GLQ        936
## 1061      PConc       Gd       TA           Mn          GLQ        616
## 1062     CBlock       TA       TA           No          Unf          0
## 1063     BrkTil       TA       TA           No          Unf          0
## 1064     BrkTil       TA       TA           No          BLQ        397
## 1066      PConc       Ex       TA           Gd          GLQ       1201
## 1067      PConc       Gd       TA           No          Unf          0
## 1068     CBlock       TA       TA           Gd          GLQ        674
## 1069     CBlock       Gd       TA           No          ALQ        837
## 1070     CBlock       TA       TA           No          ALQ        220
## 1071     CBlock       TA       TA           No          BLQ        586
## 1072     CBlock       TA       TA           No          Rec        298
## 1073     CBlock       Fa       Fa           Mn          Unf          0
## 1074     CBlock       TA       TA           No          BLQ        535
## 1075      PConc       Gd       TA           Av          Unf          0
## 1076     CBlock       TA       TA           No          BLQ        410
## 1077     CBlock       Fa       TA           No          ALQ        626
## 1079      PConc       Gd       TA           Mn          GLQ        662
## 1080      PConc       Gd       TA           No          GLQ        495
## 1081     CBlock       TA       TA           No          ALQ        656
## 1082     CBlock       TA       TA           No          ALQ        824
## 1083      PConc       Gd       TA           No          Unf          0
## 1084     CBlock       TA       TA           No          BLQ        553
## 1086      PConc       Gd       TA           Av          GLQ        747
## 1088      PConc       Gd       TA           Mn          Unf          0
## 1089      PConc       Gd       TA           No          Unf          0
## 1090      PConc       Gd       TA           No          GLQ       1039
## 1091       Slab     None     None         None         None          0
## 1092      PConc       Gd       TA           No          BLQ        510
## 1093      PConc       TA       TA           No          Rec        423
## 1094     CBlock       TA       TA           Mn          GLQ        661
## 1095     CBlock       TA       TA           No          BLQ        248
## 1096      PConc       Gd       TA           No          GLQ         24
## 1097      PConc       TA       TA           No          Unf          0
## 1099     BrkTil       TA       TA           No          BLQ        672
## 1100     CBlock       Gd       TA           No          ALQ        704
## 1101     CBlock       TA       Fa           No          Rec        290
## 1102     CBlock       TA       TA           No          BLQ        412
## 1103     CBlock       TA       TA           No          Rec        588
## 1104     CBlock       TA       TA           Mn          ALQ        655
## 1105     CBlock       TA       TA           No          Unf          0
## 1106      PConc       Ex       TA           Av          GLQ       1032
## 1107      PConc       Gd       TA           Mn          GLQ        738
## 1108      PConc       Ex       Gd           No          Unf          0
## 1110      PConc       Ex       TA           Mn          GLQ       1039
## 1112     CBlock       TA       TA           No          ALQ        403
## 1113     CBlock       TA       TA           No          GLQ        708
## 1114     CBlock       TA       TA           No          BLQ        643
## 1115     CBlock       TA       TA           No          Rec        415
## 1116      PConc       Ex       TA           No          GLQ       1004
## 1118     CBlock       TA       TA           No          BLQ        702
## 1119     CBlock       TA       TA           No          Unf          0
## 1120     CBlock       TA       TA           No          LwQ        369
## 1121     BrkTil       TA       TA           No          Unf          0
## 1122      PConc       Gd       TA           Av          GLQ         24
## 1124     CBlock       TA       TA           No          Unf          0
## 1126     CBlock       TA       TA           No          Unf          0
## 1127      PConc       Gd       TA           No          Unf          0
## 1128      PConc       Gd       TA           Av          GLQ       1300
## 1129      PConc       Gd       TA           Av          Unf          0
## 1130     CBlock       Gd       TA           Gd          GLQ        936
## 1131     BrkTil       TA       TA           No          BLQ        622
## 1132      PConc       Gd       TA           Mn          BLQ        212
## 1133     BrkTil       TA       TA           Mn          Unf          0
## 1134      PConc       Gd       TA           No          GLQ        584
## 1135      PConc       Gd       TA           Av          Unf          0
## 1136     BrkTil       TA       TA           No          Unf          0
## 1137     CBlock       TA       TA           No          BLQ        280
## 1138     CBlock       TA       TA           No          Unf          0
## 1140     BrkTil       TA       TA           No          BLQ        645
## 1141     CBlock       TA       TA           Mn          ALQ        852
## 1143      PConc       Ex       TA           Gd          GLQ       1150
## 1145     BrkTil       Gd       TA           No          BLQ        348
## 1146     BrkTil       TA       TA           No          Unf          0
## 1148     CBlock       TA       TA           No          Rec        275
## 1150      PConc       TA       TA           No          ALQ        624
## 1151     CBlock       TA       TA           No          Unf          0
## 1152     CBlock       TA       TA           No          BLQ        176
## 1153      PConc       TA       TA           No          ALQ        296
## 1156     CBlock       Gd       TA           Gd          ALQ       1157
## 1157      PConc       TA       TA           Gd          ALQ        633
## 1158      PConc       Gd       TA           No          GLQ        904
## 1159      PConc       Gd       TA           No          Unf          0
## 1160     CBlock       TA       TA           No          ALQ        442
## 1161     CBlock       Gd       TA           No          ALQ        311
## 1163     CBlock       Gd       TA           No          BLQ        492
## 1164     CBlock       Gd       TA           Av          GLQ       1198
## 1166      PConc       Gd       TA           No          Unf          0
## 1167      PConc       Gd       TA           Av          Unf          0
## 1168      PConc       Gd       TA           No          GLQ        786
## 1169     CBlock       TA       TA           No          Rec        626
## 1170      PConc       Ex       TA           Gd          GLQ       1387
## 1171     CBlock       TA       TA           Av          ALQ        522
## 1172     CBlock       TA       TA           No          ALQ        662
## 1173      PConc       Gd       TA           No          Unf          0
## 1174     CBlock       TA       TA           No          Rec        152
## 1175     BrkTil       Gd       TA           No          Rec        503
## 1176      PConc       Gd       TA           No          GLQ        700
## 1177     CBlock       TA       TA           No          ALQ        658
## 1179     BrkTil       TA       TA           No          Unf          0
## 1180       Slab     None     None         None         None          0
## 1182      PConc       Ex       TA           Gd          GLQ       1480
## 1183      PConc       Ex       TA           Av          GLQ       2096
## 1184     BrkTil       TA       TA           No          Rec        821
## 1185     CBlock       TA       TA           Gd          Rec       1159
## 1186     BrkTil       TA       TA           No          BLQ        392
## 1187     CBlock       Fa       TA           Mn          BLQ        440
## 1188      PConc       Gd       TA           No          GLQ       1456
## 1189      PConc       Gd       TA           No          Unf          0
## 1190      PConc       TA       TA           No          Unf          0
## 1192      PConc       Gd       TA           No          Unf          0
## 1193      PConc       TA       TA           Mn          Unf          0
## 1195     CBlock       TA       TA           No          ALQ        371
## 1196      PConc       Gd       TA           No          Unf          0
## 1197      PConc       Gd       TA           Av          Unf          0
## 1198     BrkTil       TA       TA           No          Unf          0
## 1199      PConc       Gd       TA           No          Unf          0
## 1200     CBlock       TA       TA           No          Rec        547
## 1201     CBlock       TA       TA           No          Unf          0
## 1202      PConc       Gd       TA           Av          Unf          0
## 1203     BrkTil       TA       TA           No          Unf          0
## 1204      PConc       Gd       TA           No          Unf          0
## 1205     CBlock       Gd       TA           No          ALQ        788
## 1206     CBlock       Gd       TA           Mn          ALQ        485
## 1208      PConc       Gd       TA           Av          GLQ        340
## 1209     CBlock       TA       TA           No          Rec        504
## 1210      PConc       Ex       TA           Mn          GLQ       1220
## 1211      PConc       Gd       TA           No          Unf          0
## 1212       Wood       Gd       TA           Av          GLQ        427
## 1213     CBlock       TA       TA           No          Rec        344
## 1215     CBlock       TA       TA           Av          BLQ        784
## 1216     CBlock       TA       TA           No          Rec        180
## 1217       Slab     None     None         None         None          0
## 1218      PConc       Gd       TA           Mn          GLQ        936
## 1219       Slab     None     None         None         None          0
## 1220     CBlock       TA       TA           No          Unf          0
## 1221     CBlock       TA       TA           No          Rec        312
## 1222     CBlock       TA       TA           No          BLQ        250
## 1223     CBlock       TA       TA           Mn          Rec        196
## 1224     CBlock       TA       Fa           No          LwQ        756
## 1225      PConc       Gd       TA           Av          GLQ        724
## 1226     CBlock       TA       TA           Av          GLQ        507
## 1227      PConc       Gd       TA           Mn          Unf          0
## 1228     CBlock       TA       TA           No          ALQ        595
## 1229      PConc       Ex       TA           No          GLQ       1540
## 1230     CBlock       TA       TA           No          ALQ        666
## 1232     CBlock       TA       TA           Av          ALQ        803
## 1233       Slab     None     None         None         None          0
## 1235      PConc       TA       TA           Av          Unf          0
## 1236     BrkTil       Gd       TA           Mn          Unf          0
## 1237      PConc       Gd       TA           No          Unf          0
## 1238      PConc       Gd       TA           No          Unf          0
## 1239      PConc       Gd       TA           No          Unf          0
## 1240      PConc       Gd       TA           Av          GLQ        428
## 1241      PConc       Gd       TA           No          GLQ        550
## 1242      PConc       Gd       TA           Av          Unf          0
## 1243     CBlock       Gd       TA           Gd          GLQ        885
## 1244      PConc       Ex       Gd           Gd          GLQ       1386
## 1246     CBlock       Gd       TA           No          Unf          0
## 1247      PConc       Gd       TA           No          Unf          0
## 1249     BrkTil       Gd       TA           No          Rec        319
## 1250     CBlock       TA       TA           No          BLQ        534
## 1251     CBlock       TA       TA           No          ALQ       1065
## 1253     CBlock       TA       TA           No          BLQ        510
## 1255      PConc       Gd       TA           No          Unf          0
## 1256     BrkTil       TA       Fa           No          LwQ        425
## 1257      PConc       Gd       TA           Gd          GLQ       1314
## 1258      PConc       Fa       TA           No          Unf          0
## 1259      PConc       Gd       TA           Gd          GLQ        655
## 1260     CBlock       Gd       TA           No          ALQ        602
## 1262     CBlock       TA       TA           No          Rec        504
## 1264      PConc       TA       TA           No          Unf          0
## 1265      PConc       Gd       TA           No          GLQ        266
## 1266      PConc       Gd       TA           No          GLQ        450
## 1267     CBlock       TA       TA           No          Unf          0
## 1268      PConc       Ex       TA           Gd          Unf          0
## 1270     CBlock       TA       TA           No          BLQ        460
## 1274     CBlock       TA       TA           Av          ALQ        719
## 1275      PConc       TA       TA           No          Unf          0
## 1276     CBlock       TA       TA           No          Rec        220
## 1279      PConc       Gd       TA           No          GLQ        804
## 1280     CBlock       TA       TA           No          Unf          0
## 1281      PConc       Gd       TA           No          GLQ        788
## 1282     CBlock       Gd       TA           No          ALQ       1053
## 1283     CBlock       Gd       TA           Mn          LwQ        532
## 1284     CBlock       TA       TA           Av          Unf          0
## 1285      PConc       TA       TA           No          Unf          0
## 1286     CBlock       TA       TA           No          Unf          0
## 1289      PConc       Gd       TA           No          GLQ       1158
## 1290      PConc       Gd       TA           Mn          Unf          0
## 1292     CBlock       TA       TA           No          ALQ        231
## 1293      Stone       TA       TA           No          Unf          0
## 1294      PConc       Gd       TA           No          GLQ        194
## 1295     CBlock       TA       TA           No          Rec        167
## 1296     CBlock       TA       TA           Av          BLQ       1016
## 1297     CBlock       TA       TA           Mn          ALQ        776
## 1298      PConc       Gd       TA           Gd          GLQ        547
## 1300     CBlock       TA       TA           No          LwQ        340
## 1303      PConc       Gd       TA           No          GLQ        740
## 1304      PConc       Gd       TA           Av          Unf          0
## 1305      PConc       Gd       TA           No          Unf          0
## 1306      PConc       Ex       TA           No          GLQ       1572
## 1307      PConc       Gd       TA           No          Unf          0
## 1308      PConc       Gd       Gd           No          ALQ        746
## 1309     CBlock       TA       TA           No          GLQ        144
## 1311      PConc       Gd       TA           Av          GLQ       1406
## 1312      PConc       Gd       TA           No          GLQ        925
## 1314      PConc       Gd       TA           No          Unf          0
## 1315     CBlock       TA       TA           No          Rec        732
## 1316     CBlock       Fa       TA           Mn          ALQ        500
## 1317      PConc       Ex       TA           Gd          Unf          0
## 1318      PConc       Ex       Gd           No          Unf          0
## 1320      PConc       TA       TA           No          ALQ        492
## 1321     CBlock       TA       TA           No          ALQ        189
## 1323      PConc       Gd       TA           No          GLQ        674
## 1324     CBlock       TA       TA           No          LwQ        280
## 1325      PConc       Ex       TA           Av          Unf          0
## 1326     BrkTil       TA       Fa           No          Unf          0
## 1327     BrkTil       TA       TA           No          Rec        544
## 1328     CBlock       TA       TA           No          ALQ        641
## 1329     BrkTil       Gd       TA           No          LwQ        493
## 1330      PConc       Gd       TA           No          Unf          0
## 1331      PConc       Gd       Gd           Av          Unf          0
## 1332     CBlock       TA       TA           Av          ALQ        483
## 1333     CBlock       TA       TA           Mn          ALQ        690
## 1334     CBlock       TA       TA           No          Unf          0
## 1335     CBlock       TA       TA           No          LwQ        765
## 1336     CBlock       Gd       TA           No          ALQ        686
## 1337     CBlock       TA       TA           No          Unf          0
## 1338     CBlock       TA       TA           No          Unf          0
## 1339      PConc       Gd       TA           No          GLQ        700
## 1340     CBlock       TA       TA           Mn          Rec        360
## 1341     CBlock       TA       TA           No          Unf          0
## 1342      PConc       Gd       TA           No          GLQ        814
## 1344     BrkTil       TA       TA           No          Unf          0
## 1345      PConc       Gd       TA           No          Unf          0
## 1346      PConc       TA       TA           No          ALQ        250
## 1348      PConc       Ex       TA           Gd          GLQ         80
## 1350     BrkTil       TA       Fa           No          LwQ        259
## 1351     CBlock       TA       TA           No          LwQ        500
## 1352     CBlock       TA       TA           No          Rec        319
## 1353     BrkTil       TA       TA           No          Unf          0
## 1354      PConc       Gd       TA           Av          GLQ        816
## 1356     CBlock       TA       TA           No          Unf          0
## 1360      PConc       Ex       TA           Av          GLQ       1447
## 1361     BrkTil       TA       Fa           No          Unf          0
## 1362      PConc       Ex       TA           Av          ALQ       1274
## 1364      PConc       Gd       TA           No          Unf          0
## 1365      PConc       Gd       TA           No          Unf          0
## 1367      PConc       Gd       TA           No          GLQ        633
## 1368      PConc       TA       TA           No          ALQ        548
## 1370      PConc       Gd       TA           Av          BLQ        370
## 1371      PConc       TA       TA           No          ALQ        315
## 1372     CBlock       TA       TA           Av          BLQ        831
## 1373      PConc       Gd       TA           Av          GLQ        975
## 1375      PConc       Gd       TA           No          Unf          0
## 1376      PConc       Gd       TA           Gd          Unf          0
## 1377     BrkTil       Gd       TA           Mn          Rec        384
## 1378     CBlock       TA       TA           No          LwQ        408
## 1379     CBlock       TA       Fa           No          BLQ        309
## 1380      PConc       Gd       TA           No          Unf          0
## 1381     BrkTil       TA       Fa           No          Rec        203
## 1383     BrkTil       Fa       TA           No          Unf          0
## 1385     BrkTil       TA       TA           Mn          Rec        204
## 1386     BrkTil       TA       TA           No          BLQ        735
## 1387     CBlock       Gd       TA           No          BLQ        790
## 1388     BrkTil       TA       TA           No          Rec        168
## 1389      PConc       Ex       TA           Gd          GLQ       1320
## 1390     BrkTil       TA       Gd           No          ALQ        375
## 1391      PConc       Gd       TA           Av          GLQ       1400
## 1392     CBlock       TA       TA           No          Unf          0
## 1393     CBlock       TA       TA           Av          ALQ        769
## 1394     BrkTil       Fa       TA           No          Unf          0
## 1395      PConc       Gd       TA           Av          GLQ       1070
## 1396      PConc       Gd       Gd           Gd          Unf          0
## 1398     BrkTil       TA       TA           Mn          Unf          0
## 1399     CBlock       TA       TA           No          Rec        180
## 1400     BrkTil       TA       TA           No          BLQ        264
## 1401     BrkTil       TA       TA           No          Unf          0
## 1402      PConc       TA       TA           No          GLQ        759
## 1403      PConc       Gd       Gd           Av          Unf          0
## 1404      PConc       Gd       TA           Gd          GLQ        929
## 1405      PConc       TA       TA           No          Unf          0
## 1406      PConc       Ex       TA           Gd          GLQ       1373
## 1407     CBlock       Gd       TA           Av          GLQ        656
## 1409     CBlock       Fa       TA           No          Unf          0
## 1410     CBlock       Gd       TA           No          Unf          0
## 1411      PConc       Gd       TA           No          GLQ        666
## 1412     CBlock       TA       TA           No          BLQ        120
## 1413       Slab     None     None         None         None          0
## 1414      PConc       Gd       Gd           No          GLQ        976
## 1415     BrkTil       TA       TA           No          Unf          0
## 1416      PConc       Gd       TA           No          ALQ        988
## 1417      PConc       TA       TA           No          Unf          0
## 1419     CBlock       TA       TA           No          BLQ         25
## 1421     CBlock       TA       TA           No          ALQ        404
## 1422     CBlock       Gd       TA           No          ALQ        360
## 1423      PConc       Gd       TA           Av          GLQ        686
## 1426     CBlock       TA       TA           No          Unf          0
## 1427      PConc       Gd       TA           No          GLQ       1000
## 1428     CBlock       TA       TA           No          BLQ        580
## 1429     CBlock       TA       TA           No          BLQ        510
## 1431      PConc       Gd       Gd           Av          Unf          0
## 1433     BrkTil       TA       TA           No          Unf          0
## 1434      PConc       Gd       TA           No          Unf          0
## 1435     CBlock       TA       TA           No          ALQ        936
## 1436     CBlock       TA       TA           No          Unf          0
## 1437      PConc       TA       TA           No          ALQ        616
## 1438      PConc       Ex       TA           Av          GLQ       1336
## 1439     CBlock       TA       TA           No          GLQ        600
## 1440     CBlock       TA       TA           No          GLQ        315
## 1441     BrkTil       Ex       TA           No          Unf          0
## 1443      PConc       Ex       TA           Av          GLQ        765
## 1445      PConc       Gd       TA           Av          Unf          0
## 1446     CBlock       TA       TA           Gd          LwQ        187
## 1448      PConc       Gd       TA           No          GLQ       1079
## 1449     CBlock       Fa       TA           No          Unf          0
## 1450     CBlock       Gd       TA           Av          GLQ        553
## 1451     CBlock       Gd       TA           No          Unf          0
## 1452      PConc       Gd       TA           No          Unf          0
## 1453      PConc       Gd       TA           Gd          GLQ        547
## 1454      PConc       Gd       TA           No          Unf          0
## 1455      PConc       Gd       TA           No          GLQ        410
## 1456      PConc       Gd       TA           No          Unf          0
## 1457     CBlock       Gd       TA           No          ALQ        790
## 1458      Stone       TA       Gd           No          GLQ        275
## 1459     CBlock       TA       TA           Mn          GLQ         49
## 1460     CBlock       TA       TA           No          BLQ        830
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1             Unf          0       150         856    GasA        Ex          Y
## 2             Unf          0       284        1262    GasA        Ex          Y
## 3             Unf          0       434         920    GasA        Ex          Y
## 4             Unf          0       540         756    GasA        Gd          Y
## 5             Unf          0       490        1145    GasA        Ex          Y
## 6             Unf          0        64         796    GasA        Ex          Y
## 7             Unf          0       317        1686    GasA        Ex          Y
## 9             Unf          0       952         952    GasA        Gd          Y
## 10            Unf          0       140         991    GasA        Ex          Y
## 11            Unf          0       134        1040    GasA        Ex          Y
## 12            Unf          0       177        1175    GasA        Ex          Y
## 14            Unf          0      1494        1494    GasA        Ex          Y
## 16            Unf          0       832         832    GasA        Ex          Y
## 18           None          0         0           0    GasA        TA          Y
## 19            Unf          0       468        1114    GasA        Ex          Y
## 20            Unf          0       525        1029    GasA        TA          Y
## 21            Unf          0      1158        1158    GasA        Ex          Y
## 22            Unf          0       637         637    GasA        Ex          Y
## 23            Unf          0      1777        1777    GasA        Ex          Y
## 24            Unf          0       200        1040    GasA        TA          Y
## 26            Unf          0      1566        1566    GasA        Ex          Y
## 27            Rec        486       180         900    GasA        TA          Y
## 28            Unf          0       486        1704    GasA        Ex          Y
## 29            Unf          0       207        1484    GasA        TA          Y
## 30            Unf          0       520         520    GasA        Fa          N
## 31            Unf          0       649         649    GasA        TA          N
## 33            Unf          0      1234        1234    GasA        Ex          Y
## 34            Unf          0       380        1398    GasA        Gd          Y
## 35            Unf          0       408        1561    GasA        Ex          Y
## 36            Unf          0      1117        1117    GasA        Ex          Y
## 37            Unf          0      1097        1097    GasA        Ex          Y
## 38            Unf          0        84        1297    GasA        Gd          Y
## 39            Unf          0       326        1057    GasA        TA          Y
## 40           None          0         0           0    GasA        TA          N
## 41            Unf          0       445        1088    GasA        Ex          Y
## 42            Unf          0       383        1350    GasA        Gd          Y
## 45            BLQ        506       465        1150    GasA        Ex          Y
## 46            Unf          0      1296        1752    GasA        Ex          Y
## 47            Unf          0        83        1434    GasA        Ex          Y
## 48            Unf          0      1632        1656    GasA        Ex          Y
## 49            Unf          0       736         736    GasA        Gd          Y
## 50            Unf          0       192         955    GasA        Ex          Y
## 52            Unf          0       816         816    GasA        TA          Y
## 53            GLQ        712         0         816    GasA        TA          N
## 54            Unf          0        32        1842    GasA        Gd          Y
## 55            Unf          0         0         384    GasA        TA          Y
## 56            Unf          0       935        1425    GasA        Gd          Y
## 57            Unf          0       321         970    GasA        Ex          Y
## 58            Unf          0       860         860    GasA        Ex          Y
## 59            Unf          0      1410        1410    GasA        Ex          Y
## 60            Unf          0       148         780    GasA        Ex          Y
## 61            Unf          0       217        1158    GasA        Ex          Y
## 62            Unf          0       530         530    GasA        TA          N
## 63            Unf          0      1346        1370    GasA        Ex          Y
## 64            Unf          0       576         576    GasA        Gd          Y
## 66            Unf          0      1143        1143    GasA        Ex          Y
## 68            Unf          0       440        1453    GasA        Ex          Y
## 69            Unf          0       747         747    GasA        TA          Y
## 70            Unf          0       701        1304    GasW        TA          Y
## 71            Unf          0       343        2223    GasA        Ex          Y
## 72            Unf          0       280         845    GasA        TA          Y
## 73            Unf          0       832         832    GasA        Gd          Y
## 74            BLQ        362       404        1086    GasA        Gd          Y
## 75            Unf          0       840         840    GasA        Gd          N
## 76            Unf          0         0         462    GasA        TA          Y
## 78            GLQ         41       295         672    GasA        TA          Y
## 79            Unf          0      1768        1768    GasA        TA          N
## 80            Unf          0       440         440    GasA        Gd          Y
## 81            Unf          0       448         896    GasA        TA          Y
## 82            Unf          0        36        1237    GasA        Ex          Y
## 83            Unf          0      1530        1563    GasA        Ex          Y
## 84            Unf          0      1065        1065    GasA        Gd          Y
## 86            Unf          0      1288        1288    GasA        Ex          Y
## 87            Unf          0       684         684    GasA        Ex          Y
## 88            Unf          0       612         612    GasA        Ex          Y
## 89            Unf          0      1013        1013    GasA        TA          N
## 90            Unf          0       402         990    GasA        Ex          Y
## 91           None          0         0           0    GasA        TA          Y
## 92            Unf          0       635        1235    GasA        TA          Y
## 93            Unf          0       163         876    GasA        Ex          Y
## 94            Unf          0       168        1214    GasW        Ex          N
## 95            Unf          0       176         824    GasA        Ex          Y
## 97            Unf          0       426        1588    GasA        Ex          Y
## 98            Unf          0       440         960    GasA        TA          Y
## 99            Unf          0       350         458    GasA        Fa          N
## 100           Unf          0       381         950    GasA        Fa          Y
## 102           Unf          0       741         741    GasA        TA          Y
## 103          None          0         0           0    GasA        TA          Y
## 104           Unf          0      1226        1226    GasA        Ex          Y
## 106           Unf          0      1053        1053    GasA        Ex          Y
## 107           Unf          0       641         641    GasA        Gd          Y
## 108           BLQ        169       516         789    GasA        Ex          Y
## 109           Unf          0       793         793    GasW        TA          N
## 110           Unf          0      1139        1844    GasA        Ex          Y
## 111           Unf          0       550         994    GasA        Gd          Y
## 113           Unf          0       280        1264    GasA        Ex          Y
## 115           LwQ        150       104        1028    GasA        Ex          Y
## 116           Unf          0       310         729    GasA        Gd          Y
## 118           Unf          0      1125        1125    GasA        Gd          Y
## 119           Unf          0       203        1673    GasA        Gd          Y
## 120           Unf          0       728         728    GasA        Ex          Y
## 122           Unf          0       732         732    GasA        Gd          Y
## 123           Unf          0       510        1080    GasA        Gd          Y
## 124           Unf          0       899        1199    GasA        Ex          Y
## 125           Unf          0      1362        1362    GasA        TA          Y
## 126           Unf          0        30         520    GasA        Gd          N
## 128           Unf          0       556         672    GasA        Ex          Y
## 129           Unf          0       148         660    GasA        TA          Y
## 130           BLQ         28       413        1008    GasA        TA          Y
## 131           Unf          0       479         924    GasA        Ex          Y
## 133           Unf          0       658        1063    GasA        Gd          Y
## 135           Unf          0       891        1461    GasA        Gd          Y
## 136           Unf          0      1304        1304    GasA        Gd          Y
## 138           Unf          0      1907        1907    GasA        Gd          Y
## 139           Unf          0       336        1004    GasA        Ex          Y
## 140           Unf          0       107         928    GasA        Ex          Y
## 141           Unf          0       432         864    GasA        TA          Y
## 142           Unf          0       434        1734    GasA        Ex          Y
## 143           Unf          0       403         910    GasA        Fa          Y
## 144           Unf          0       811        1490    GasA        Ex          Y
## 145           Unf          0       396        1728    GasA        TA          Y
## 146           Unf          0       970         970    GasA        Ex          Y
## 147           Unf          0       506         715    GasA        TA          Y
## 149           Unf          0       400        1080    GasA        Ex          Y
## 151           Unf          0       253         969    GasA        TA          Y
## 152           Unf          0       310        1710    GasA        Ex          Y
## 155           Unf          0      1200        1200    GasA        TA          Y
## 156           Unf          0       572         572    Grav        Fa          N
## 157          None          0         0           0    GasA        TA          Y
## 158           Unf          0       774         774    GasA        Ex          Y
## 159           Unf          0       769         991    GasA        Ex          Y
## 160           Unf          0      1335        1392    GasA        Ex          Y
## 162           Unf          0       556        1572    GasA        Ex          Y
## 163           Unf          0       340        1541    GasA        Ex          Y
## 164           Unf          0       882         882    GasA        Ex          Y
## 165           Unf          0       779        1149    GasA        Gd          Y
## 166           Rec        181       112         644    GasA        Gd          Y
## 168           Unf          0       294        1582    GasA        Ex          Y
## 169           Unf          0       840         840    GasA        Ex          Y
## 172           Unf          0       441        1080    GasA        Fa          Y
## 173           Rec        215       354        1064    GasA        Gd          Y
## 174           Rec        374       700        1362    GasA        TA          Y
## 175           LwQ        208         0        1606    GasA        TA          Y
## 176           Unf          0       725        1202    GasA        TA          Y
## 177           Unf          0       320        1151    GasA        TA          Y
## 179           Unf          0       312        2216    GasA        Ex          Y
## 180           Unf          0       968         968    GasA        TA          Y
## 182           Unf          0       441         793    GasA        Gd          Y
## 183          None          0         0           0    GasA        Ex          Y
## 184           Unf          0      1362        1362    GasA        Ex          Y
## 185           Unf          0       504         504    GasA        Gd          Y
## 186           Unf          0      1107        1107    GasA        Ex          Y
## 188           Unf          0       660         660    GasA        Ex          Y
## 189           Unf          0         0        1086    GasA        TA          Y
## 190           Unf          0       440        1593    GasA        Ex          Y
## 191           Unf          0       556         853    GasA        TA          Y
## 193           Unf          0       871        1431    GasA        Ex          Y
## 194           Unf          0       970         970    GasA        Ex          Y
## 195           Unf          0       474         864    GasA        TA          Y
## 196           Unf          0       289         855    GasA        TA          Y
## 197           Unf          0       600        1726    GasA        Ex          Y
## 198           LwQ        184       140        1360    GasA        Gd          Y
## 199           Unf          0       755         755    GasA        Ex          Y
## 200           Unf          0       625        1713    GasA        Ex          Y
## 201           Unf          0      1121        1121    GasA        Ex          Y
## 202           LwQ        279       276        1196    GasA        TA          Y
## 203           Unf          0         0         617    GasA        Gd          Y
## 205           Unf          0       408         720    GasA        TA          Y
## 206           Unf          0      1424        1424    GasA        Ex          Y
## 207           Unf          0      1140        1140    GasA        TA          Y
## 210           Unf          0       305        1092    GasA        Ex          Y
## 211           Unf          0       396         864    GasA        TA          N
## 212           Unf          0      1176        1212    GasA        Ex          Y
## 213           Unf          0        78         900    GasA        Ex          Y
## 214           Unf          0       274         990    GasA        Ex          Y
## 216           Unf          0       710        1070    GasA        TA          Y
## 217           Unf          0       490        1436    GasA        Ex          Y
## 218           Unf          0       686         686    GasA        Fa          N
## 220           Unf          0      1232        1248    GasA        Ex          Y
## 221           Unf          0      1498        1498    GasA        Ex          Y
## 223           Unf          0       163         713    GasA        TA          Y
## 224           LwQ        180       160         864    GasA        Gd          Y
## 225           Unf          0      2336        2392    GasA        Ex          Y
## 226           Unf          0       630         630    GasA        TA          Y
## 227           Unf          0       638        1203    GasA        Ex          Y
## 228           Unf          0       162         483    GasA        TA          Y
## 229           Unf          0        70         912    GasA        TA          Y
## 230           Unf          0      1357        1373    GasA        Ex          Y
## 231           Unf          0      1194        1194    GasA        TA          Y
## 232           Unf          0       773        1462    GasA        Ex          Y
## 233           Unf          0       483         483    GasA        TA          Y
## 234           ALQ        712         0         894    GasA        TA          Y
## 236           Unf          0       125         483    GasA        TA          Y
## 237           Unf          0      1390        1414    GasA        Ex          Y
## 239           Unf          0      1694        1694    GasA        Ex          Y
## 240           Unf          0       641         735    GasA        TA          Y
## 241           Unf          0       488        1566    GasA        Ex          Y
## 242           Unf          0       357         686    GasA        Gd          Y
## 243           Unf          0       540         540    GasA        Gd          N
## 244           Unf          0       626         626    GasA        TA          Y
## 246           Unf          0       916        1845    GasA        Gd          Y
## 247           Unf          0      1020        1020    GasA        Gd          N
## 248           Unf          0      1367        1367    GasA        Ex          Y
## 249           Unf          0       840         840    GasA        Ex          Y
## 251           Unf          0       728         728    GasA        Ex          Y
## 252           Unf          0         0        1573    GasA        Ex          Y
## 253           Unf          0       798         798    GasA        Ex          Y
## 254           ALQ        580       452        1302    GasA        Ex          Y
## 255           Unf          0       392        1314    GasA        TA          Y
## 256           Unf          0       975         975    GasA        Ex          Y
## 257           Unf          0       361         864    GasA        Ex          Y
## 258           Unf          0       270        1604    GasA        Ex          Y
## 259           Unf          0       602         963    GasA        Ex          Y
## 260          None          0         0           0    GasA        Gd          Y
## 261           ALQ        690         0        1362    GasA        TA          Y
## 262           Unf          0      1482        1482    GasA        Ex          Y
## 263           Unf          0         0         506    GasA        TA          Y
## 264           ALQ        692         0         926    GasA        TA          Y
## 265           Unf          0       680         680    GasA        Gd          N
## 266           LwQ        228       606        1422    GasA        TA          Y
## 267           Unf          0        88         802    GasA        Gd          Y
## 268           Unf          0       342         720    GasA        Ex          Y
## 269           Rec        125       212         740    GasA        Ex          Y
## 271           Unf          0      1095        1095    GasA        Gd          Y
## 272           GLQ       1063        96        1385    GasA        Ex          Y
## 273           Unf          0       628        1152    GasA        Ex          Y
## 274           LwQ        620         0        1240    GasA        Gd          Y
## 275           Unf          0       270         816    GasA        TA          Y
## 276           Unf          0       952         952    GasW        Gd          N
## 277           Unf          0      1560        1560    GasA        Ex          Y
## 278           Unf          0       744         864    GasA        Ex          Y
## 279           Unf          0      2121        2121    GasA        Ex          Y
## 280           Unf          0       768        1160    GasA        Ex          Y
## 281           Unf          0       386         807    GasA        Gd          Y
## 282           Unf          0       357        1262    GasA        Gd          Y
## 283           Unf          0       410        1314    GasA        Ex          Y
## 284           Unf          0      1468        1468    GasA        Ex          Y
## 285           Unf          0      1145        1575    GasA        Gd          Y
## 286           Unf          0       625         625    GasA        Ex          Y
## 287           Unf          0       312         912    GasA        TA          Y
## 290           Unf          0       698         698    GasA        Ex          Y
## 291           Unf          0      1079        1079    GasA        Ex          Y
## 292           Unf          0       570         780    GasA        Ex          N
## 293           Unf          0       476         768    GasA        Gd          Y
## 295           Unf          0       131        1416    GasA        TA          Y
## 296           Unf          0       184        1003    GasA        TA          Y
## 297           Unf          0       490         910    GasA        TA          Y
## 298           Unf          0       326         975    GasA        Ex          Y
## 299           Rec        175       143         702    GasA        Gd          Y
## 300           Unf          0      1092        1092    GasA        Ex          Y
## 301           Unf          0       324        1165    GasA        TA          Y
## 302           Unf          0       747        1028    GasA        Ex          Y
## 303           Unf          0      1541        1541    GasA        Ex          Y
## 304           Unf          0         0         894    GasA        TA          Y
## 305           Unf          0      1470        1470    GasA        Ex          Y
## 306           Unf          0       536        2000    GasA        Ex          Y
## 307           Unf          0         0         700    GasA        Gd          Y
## 310           Unf          0       622        1896    GasA        Ex          Y
## 312           Unf          0       292         972    GasA        Ex          Y
## 313           Unf          0       286         793    GasA        TA          Y
## 314           Rec        820        80        2136    GasW        TA          Y
## 315           Unf          0       712         728    GasA        Ex          Y
## 316           Unf          0       291         716    GasA        Ex          Y
## 317           Unf          0       153         845    GasA        TA          Y
## 318           Unf          0      1088        1088    GasA        Ex          Y
## 319           Unf          0       360        1347    GasA        Ex          Y
## 321           Unf          0      1249        1249    GasA        Ex          Y
## 322           Unf          0       166        1136    GasA        Ex          Y
## 323           ALQ       1474         0        1502    GasA        Ex          Y
## 324           Unf          0       906        1162    GasA        Ex          Y
## 325           Unf          0       710         710    GasA        Ex          Y
## 326           Unf          0       604         720    GasA        Po          N
## 327           Unf          0       100        1719    GasA        Ex          Y
## 328           Unf          0       818        1383    GasA        TA          Y
## 330           Unf          0       596         596    GasA        TA          N
## 332           Unf          0       210        1056    GasA        Fa          Y
## 333          None        479      1603        3206    GasA        Ex          Y
## 334           Unf          0       638        1358    GasA        Ex          Y
## 335           Unf          0       115         943    GasA        Gd          Y
## 337           Unf          0       673        1922    GasA        Ex          Y
## 338           Unf          0       726        1536    GasA        Ex          Y
## 339           Unf          0       995        1208    GasA        Ex          Y
## 340           Unf          0       630        1215    GasA        TA          Y
## 341           Unf          0       967         967    GasA        Ex          Y
## 342           Unf          0       721         721    GasA        Gd          Y
## 344           Unf          0      1656        1684    GasA        Ex          Y
## 345           BLQ        232       175         536    GasA        TA          Y
## 346           Unf          0       972         972    GasA        Gd          Y
## 349           Unf          0       191         764    GasA        Ex          Y
## 350           Unf          0       438        1848    GasA        Ex          Y
## 351           Unf          0      1869        1869    GasA        Ex          Y
## 353           Rec        380         0         616    GasA        TA          N
## 354           Unf          0       624         624    GasA        Gd          Y
## 355           Unf          0       552         940    GasA        Ex          Y
## 356           BLQ        544       322        1200    GasA        Ex          Y
## 358           Unf          0       268        1142    GasA        TA          Y
## 359           Rec        294       468        1062    GasA        Ex          Y
## 360           Unf          0       130        1086    GasA        Ex          Y
## 363          None          0         0           0    GasA        Ex          Y
## 364           Unf          0       321         483    GasA        Gd          Y
## 366           Unf          0       216         672    GasA        Gd          Y
## 368           Unf          0       728        1099    GasA        Gd          Y
## 369           Unf          0       728        1268    GasA        Gd          Y
## 372          None          0         0           0    GasA        TA          Y
## 373           LwQ        121         0         744    GasA        TA          Y
## 374           LwQ        180         0         608    GasA        TA          Y
## 375           Unf          0       847         847    GasA        Ex          Y
## 377           Unf          0       572         870    GasA        Ex          Y
## 378           Unf          0      1580        1580    GasA        Ex          Y
## 379           Unf          0       411        1856    GasA        Ex          Y
## 380           Unf          0       982         982    GasA        Ex          Y
## 381           Unf          0       808        1026    GasA        TA          Y
## 382           Unf          0      1293        1293    GasA        Ex          Y
## 383           Unf          0       939         939    GasA        Ex          Y
## 384           Unf          0       784         784    GasA        TA          N
## 386           Unf          0      1232        1256    GasA        Ex          Y
## 387           Unf          0       658         658    GasA        TA          Y
## 388           Unf          0       410        1041    GasA        Ex          Y
## 389           Unf          0      1468        1468    GasA        Ex          Y
## 390           Unf          0       402        1682    GasA        Ex          Y
## 391           BLQ        391       229         861    GasA        Ex          Y
## 392           Unf          0       114         804    GasA        Ex          Y
## 395           Unf          0       735         735    GasA        Gd          Y
## 396           Unf          0       405        1144    GasA        TA          Y
## 397           Unf          0       117         894    GasA        TA          Y
## 398           Unf          0       324         864    GasA        TA          Y
## 399           Unf          0       961         961    GasA        Gd          Y
## 400           Unf          0       280        1092    GasA        Ex          Y
## 401           Unf          0       474        1260    GasA        Ex          Y
## 402           Unf          0      1286        1310    GasA        Ex          Y
## 403           Unf          0       672         672    GasA        Ex          Y
## 404           Unf          0      1141        1141    GasA        Gd          Y
## 407           Unf          0      1064        1064    GasA        Ex          Y
## 408           Unf          0       840         840    GasA        Ex          Y
## 409           Unf          0      1063        1063    GasA        Ex          Y
## 410           Unf          0       245        1034    GasA        Ex          Y
## 411           Unf          0      1276        1276    GasA        TA          Y
## 412           Unf          0         0        1056    GasA        TA          N
## 414           Unf          0      1008        1008    GasA        Gd          Y
## 415           GLQ        531       499        1080    GasA        Ex          Y
## 416           Unf          0      1316        1340    GasA        Ex          Y
## 417           Unf          0       463         672    GasA        TA          Y
## 418           Unf          0       242        1370    GasW        TA          N
## 419           Unf          0       444         756    GasA        Fa          N
## 420           Unf          0       281        1056    GasA        Ex          Y
## 421           Unf          0        35        1344    GasA        Ex          Y
## 423           Unf          0       988         988    GasA        Ex          Y
## 424           Unf          0       484        1470    GasA        Gd          Y
## 425           Unf          0       580        1196    GasA        Gd          Y
## 426           Unf          0       651         651    GasA        Gd          Y
## 428           Unf          0       619         907    GasA        Ex          Y
## 429           Unf          0       544        1208    GasA        Ex          Y
## 430           Unf          0       387        1392    GasA        TA          Y
## 431           Unf          0        96         483    GasA        TA          Y
## 432           Unf          0       901         901    GasA        Gd          Y
## 433           Unf          0       294         765    GasA        Ex          Y
## 434           Unf          0       926         926    GasA        Ex          Y
## 435           Unf          0       135         630    GasA        Gd          Y
## 436           ALQ        344        70         799    GasA        Ex          Y
## 437           Unf          0       648         648    GasA        TA          Y
## 438           Unf          0       884         884    GasA        Gd          Y
## 439           Unf          0        75         440    GasA        TA          N
## 440           Unf          0       684         684    GasA        Gd          Y
## 441           ALQ        539       788        3094    GasA        Ex          Y
## 442           Unf          0      1307        1440    GasA        TA          N
## 443           Unf          0      1078        1078    GasA        TA          Y
## 444           Unf          0      1258        1258    GasA        Ex          Y
## 445           Unf          0       273         915    GasA        Ex          Y
## 446           Unf          0      1436        1436    GasA        Fa          Y
## 447           Rec        713       557        1517    GasA        Ex          Y
## 449           Unf          0       780         780    GasA        TA          Y
## 450           Unf          0       318         649    GasA        Ex          Y
## 451           Unf          0       813         813    GasA        Ex          Y
## 452           Unf          0       878        1533    GasA        TA          Y
## 454           Unf          0       768         768    GasA        Ex          Y
## 455           Unf          0       122        1728    GasA        TA          Y
## 456           Unf          0       326        1242    GasA        Fa          Y
## 457           Unf          0       624         624    GasA        Fa          N
## 461           Unf          0       288         832    GasA        Ex          Y
## 462           BLQ        210         0         560    GasA        Ex          Y
## 463           BLQ        311         0         864    GasA        Gd          Y
## 464           Unf          0       389         715    GasA        Fa          Y
## 465           Unf          0       424        1040    GasA        TA          Y
## 467           Unf          0       499        1277    GasA        TA          Y
## 468           Unf          0       342         728    GasA        Ex          Y
## 469           Unf          0      1626        1626    GasA        Ex          Y
## 470           Unf          0       406         832    GasA        Ex          Y
## 472           Unf          0       808         808    GasA        TA          Y
## 473           Unf          0        88         547    GasA        Ex          Y
## 474           Unf          0       626        1976    GasA        Ex          Y
## 475           Unf          0       298        1494    GasA        Ex          Y
## 476           Unf          0       340         970    GasA        TA          Y
## 477           Unf          0       484        1478    GasA        Ex          Y
## 478           Unf          0      2153        2153    GasA        Ex          Y
## 479           Unf          0       417        1705    GasA        Ex          Y
## 480           Unf          0       739         907    GasA        TA          Y
## 481           Unf          0       572        1833    GasA        Ex          Y
## 482           Unf          0       225        1792    GasA        Ex          Y
## 483           Unf          0       611         910    GasA        Ex          Y
## 484           Unf          0       319        1216    GasA        Ex          Y
## 486           Unf          0       506        1113    GasA        Gd          Y
## 487           Unf          0       237        1073    GasA        TA          Y
## 488           Unf          0       486        1484    GasA        Gd          Y
## 489           Unf          0       290         954    GasA        TA          N
## 490           Unf          0       115         630    GasA        TA          Y
## 492           Rec        165       238         806    GasA        TA          Y
## 493           Unf          0       728         728    GasA        Gd          Y
## 494           LwQ        532       363        1269    GasA        TA          Y
## 495           Unf          0       190         190    GasA        Gd          Y
## 496           Unf          0       225         720    GasA        TA          N
## 498           Unf          0       697        1026    GasA        Ex          Y
## 499           Unf          0       414         864    GasA        Ex          Y
## 500           LwQ        279       522         912    GasA        Fa          Y
## 501           Unf          0       316         672    GasA        TA          Y
## 502           Unf          0       466         866    GasA        Gd          Y
## 503           GLQ         96       420        1214    GasA        Ex          Y
## 504           Unf          0       254        1501    GasA        TA          Y
## 505           Rec        495       103         855    GasA        TA          Y
## 506           Unf          0       960         960    GasA        Gd          Y
## 507           Unf          0       397         777    GasA        Ex          Y
## 508           Unf          0      1191        1218    GasA        Ex          Y
## 509           Unf          0       548         689    GasA        Ex          Y
## 510           Unf          0        50        1041    GasA        Ex          Y
## 511           Rec        180       178        1008    GasA        Ex          Y
## 512           Unf          0      1368        1368    GasA        Ex          Y
## 513           LwQ        174       169         864    GasA        TA          Y
## 514           Unf          0       748        1084    GasA        TA          Y
## 515           Unf          0       768         768    Grav        Fa          N
## 516           Unf          0       570        2006    GasA        Ex          Y
## 518           Unf          0      1264        1264    GasA        Ex          Y
## 520           Unf          0      1276        1276    GasA        Ex          Y
## 521          None          0         0           0    GasA        TA          N
## 522           Unf          0       467        1244    GasA        Ex          Y
## 523           Unf          0       605        1004    GasA        Ex          Y
## 525           Unf          0       660        1379    GasA        Ex          Y
## 526           Unf          0      1257        1257    GasA        Ex          Y
## 527           Unf          0       551         928    GasA        TA          Y
## 528           Unf          0       122        1452    GasA        Ex          Y
## 529           Unf          0       180         528    GasA        Ex          Y
## 531           Unf          0       678        1461    GasA        Ex          Y
## 532           Unf          0       611         611    GasA        Ex          Y
## 533          None          0         0           0    GasA        Ex          Y
## 534          None          0         0           0    GasA        Fa          N
## 535           Unf          0       707         707    GasA        Ex          Y
## 536           Unf          0       148        1117    GasA        TA          Y
## 537           Unf          0       880         880    GasA        Ex          Y
## 541           Unf          0       578        1838    GasA        Ex          Y
## 543           GLQ       1127       379        1650    GasA        Ex          Y
## 544           LwQ        139         0         723    GasA        Ex          Y
## 545           Unf          0       100         654    GasA        Ex          Y
## 547           Unf          0       765        1065    GasA        Ex          Y
## 548           Unf          0       149         768    GasA        Ex          Y
## 549           Rec        645         0         825    GasA        TA          Y
## 550           Unf          0       912         912    GasA        Ex          Y
## 551           Unf          0       510        1069    GasA        TA          Y
## 552           Unf          0       620         928    GasA        Gd          Y
## 553           Unf          0      1709        1709    GasA        Ex          Y
## 554          None          0         0           0    GasA        Ex          Y
## 555           Unf          0       132         998    GasA        Ex          Y
## 556           Unf          0       993         993    GasA        TA          Y
## 557           Unf          0       197        1092    GasA        TA          Y
## 558           Unf          0         0         637    GasA        Gd          Y
## 559           Unf          0       125         729    GasA        Ex          Y
## 562           LwQ        123       195        1389    GasA        Gd          Y
## 563           Unf          0       706         996    GasA        Ex          Y
## 564           Unf          0      1163        1163    GasA        Ex          Y
## 566           Unf          0       806         806    GasA        TA          N
## 567           Unf          0      1122        1122    GasA        Ex          Y
## 568           Unf          0      1515        1517    GasA        Ex          Y
## 569           Unf          0        55        1496    GasA        Ex          Y
## 571           Unf          0      1497        1728    GasA        TA          Y
## 572           Unf          0       450         864    GasA        Ex          Y
## 573           Unf          0       846         846    GasA        Gd          Y
## 574           Unf          0       384         384    GasA        Ex          Y
## 575           Unf          0        23         372    GasA        TA          Y
## 576           Unf          0       390         832    GasA        TA          Y
## 577           Unf          0       861         861    GasA        Gd          Y
## 578           ALQ        551       285        1164    GasA        Ex          Y
## 579           Unf          0       689         689    GasA        Ex          Y
## 580           Unf          0      1050        1050    GasA        Ex          N
## 582           Unf          0      2042        2042    GasA        Ex          Y
## 583           Unf          0         0         816    GasA        TA          Y
## 584           Unf          0      1237        1237    GasA        Gd          Y
## 585           Unf          0       884         884    GasA        Ex          Y
## 586           Unf          0       408        1868    GasA        Ex          Y
## 587           ALQ        606         0         816    GasA        Ex          Y
## 588           Unf          0       168         840    GasA        TA          Y
## 589           Unf          0       113        1437    GasA        Ex          Y
## 590           Unf          0       742         742    GasA        TA          Y
## 591           Unf          0       280         770    GasA        Ex          Y
## 592           Unf          0       384        1722    GasA        Ex          Y
## 593           Unf          0         0         816    GasA        Ex          Y
## 595           Unf          0       924         924    GasA        TA          Y
## 596           Unf          0       392        1814    GasA        Ex          Y
## 597           Unf          0       684         684    GasA        Ex          N
## 598           Unf          0      1258        1258    GasA        Ex          Y
## 599           LwQ        147         0        1430    GasA        Ex          Y
## 600           GLQ        612        23         716    GasA        TA          Y
## 601           Unf          0       512        1058    GasA        Ex          Y
## 602           Unf          0       780         780    GasA        TA          Y
## 603           Unf          0       119         908    GasA        Ex          Y
## 604           Unf          0       600         600    GasA        Ex          Y
## 605           Unf          0       572        1494    GasA        Ex          Y
## 606           Unf          0       314         768    GasA        TA          Y
## 607           Unf          0       308        1040    GasA        Gd          Y
## 608           Unf          0       293         896    GasA        Ex          Y
## 609           Unf          0       537         965    GasA        TA          Y
## 610           Unf          0       126        1029    GasA        Gd          Y
## 614           Unf          0       914        1120    GasA        Ex          Y
## 615           GLQ        480         0         630    GasA        Ex          Y
## 616           Unf          0       173         936    GasA        Ex          Y
## 618           Unf          0       832         832    GasA        Gd          Y
## 619           Unf          0      1774        1822    GasA        Ex          Y
## 620           Unf          0       611        1482    GasA        Ex          Y
## 621           Unf          0       823         864    GasA        TA          N
## 622           Rec        182       384        1522    GasA        TA          Y
## 623           Unf          0       420         980    GasA        TA          Y
## 625           Unf          0       485         732    GasA        Gd          Y
## 626           Unf          0      1116        1116    GasA        TA          Y
## 628           LwQ        132       350        1156    GasA        Ex          Y
## 629           Unf          0       390        1040    GasA        TA          Y
## 630           Rec        336       288        1248    GasA        TA          Y
## 631           Unf          0       636         636    GasA        TA          Y
## 632           Unf          0      1530        1554    GasA        Ex          Y
## 633           Unf          0       564        1386    GasA        TA          Y
## 634           LwQ        468       108        1056    GasA        TA          Y
## 635           Unf          0         0        1056    GasA        Gd          Y
## 636           Unf          0      1184        1440    GasA        Ex          Y
## 637           Unf          0       264         264    Grav        Fa          N
## 638           Unf          0       811         811    GasA        TA          Y
## 639           Unf          0       796         796    GasA        Gd          Y
## 640           Unf          0       366        1520    GasA        Ex          Y
## 641           Unf          0       300        1518    GasA        Ex          Y
## 643           Unf          0       542        1952    GasA        Gd          Y
## 644           BLQ        287         0         780    GasA        Ex          Y
## 645           Unf          0       645        1766    GasA        Ex          Y
## 647          None          0         0           0    GasA        Gd          Y
## 648           Unf          0       594        1094    GasA        Ex          Y
## 649           Unf          0       756         756    GasA        TA          Y
## 650           GLQ        499         0         630    GasA        Gd          Y
## 651           Unf          0       813         813    GasA        Ex          Y
## 652           Unf          0       755         755    GasA        TA          Y
## 653           Unf          0       880         880    GasA        Ex          Y
## 654           Unf          0       756         756    GasA        Ex          Y
## 655           Unf          0       413        2109    GasA        Ex          Y
## 656           Unf          0       525         525    GasA        TA          Y
## 657           Unf          0       247        1053    GasA        Ex          Y
## 658           Unf          0       776         776    GasA        TA          Y
## 659           Unf          0       912         912    GasA        TA          Y
## 660           Unf          0       849        1486    GasA        Ex          Y
## 662           Rec        180        88        1629    GasA        Ex          Y
## 663           Unf          0      1392        1392    GasA        Gd          Y
## 664           Rec        180        38        1138    GasA        TA          Y
## 665           Unf          0       356        2077    GasA        Ex          Y
## 666           Unf          0      1406        1406    GasA        Ex          Y
## 668           Unf          0       270        1408    GasA        Ex          Y
## 670           Unf          0       700         700    GasA        Ex          Y
## 671           Unf          0       545         738    GasA        Ex          Y
## 672           Unf          0       121         672    GasA        TA          N
## 674           Unf          0       291        1477    GasA        Ex          Y
## 675           Unf          0       244        1136    GasA        TA          Y
## 676           Unf          0       544         855    GasA        TA          Y
## 677           Unf          0      1095        1095    GasW        Fa          N
## 678           Unf          0       768         768    GasA        Ex          Y
## 679           Unf          0      2046        2046    GasA        Ex          Y
## 681           BLQ        119       261         923    GasA        TA          Y
## 682           Unf          0       611         793    GasA        Ex          Y
## 684           Unf          0       567        1626    GasA        Ex          Y
## 685           Unf          0      1195        1195    GasA        Gd          Y
## 687           Unf          0       874         874    GasA        Ex          Y
## 689           Unf          0       474        1419    GasA        Ex          Y
## 690           Unf          0      1342        1362    GasA        Ex          Y
## 692           Unf          0       989        2444    GasA        Ex          Y
## 693           Unf          0       245        1210    GasA        Ex          Y
## 694           Unf          0      1073        1073    GasA        Ex          Y
## 695           Unf          0       927         927    GasA        TA          Y
## 696           LwQ         40        92        1112    GasA        Gd          Y
## 697           Unf          0         0         616    GasA        Gd          Y
## 698           ALQ        551       219         980    GasA        Fa          Y
## 699           BLQ        117       224         894    GasA        Ex          Y
## 700           Unf          0      1375        1391    GasA        Ex          Y
## 701           Unf          0       526        1800    GasA        Ex          Y
## 702           Unf          0      1164        1164    GasA        TA          Y
## 703           Unf          0      1234        1234    GasA        Ex          Y
## 704           Unf          0       360         360    GasA        Gd          Y
## 705           Unf          0       761        1473    GasA        Ex          Y
## 706          None          0         0           0    GasA        Fa          N
## 708           Unf          0       461        1324    GasA        Ex          Y
## 709           Unf          0       728         728    GasA        Ex          Y
## 711           Unf          0       270         270    GasA        Gd          Y
## 712           Unf          0       859         859    GasA        Gd          Y
## 713           Unf          0       461        1228    GasA        Gd          Y
## 714           Unf          0       171         960    GasW        TA          N
## 716           Unf          0      1064        1064    GasA        TA          Y
## 717           Unf          0       718         718    GasA        Ex          Y
## 718           Unf          0        92        1176    GasA        Gd          Y
## 719           Unf          0       138        1311    GasA        Ex          Y
## 720           Unf          0       448         971    GasA        TA          Y
## 723           Unf          0       673         864    GasA        Ex          Y
## 724           Unf          0       941         941    GasA        Ex          Y
## 725           Unf          0       464        1698    GasA        Ex          Y
## 726           BLQ        239       250         864    GasA        TA          Y
## 728           Unf          0       508        1232    GasA        Ex          Y
## 729           Unf          0      1584        1584    GasA        TA          Y
## 730           Unf          0       628         780    GasA        TA          Y
## 731           Unf          0       415        1595    GasA        Ex          Y
## 732           Unf          0        82         868    GasA        Ex          Y
## 733           Unf          0       901        1153    GasA        Ex          Y
## 734           Unf          0       270         864    GasA        Ex          Y
## 736           Unf          0       490         880    GasW        Fa          N
## 737          None          0         0           0    GasA        Gd          N
## 738           Unf          0       893         893    GasA        Ex          Y
## 739           Unf          0         0        1200    GasA        TA          Y
## 740           Unf          0       864         864    GasA        Ex          Y
## 741           Unf          0       264         264    GasA        Ex          Y
## 742           Unf          0        80         912    GasA        Gd          Y
## 743           Unf          0      1349        1349    GasA        Ex          Y
## 744           Unf          0        76         520    GasA        Ex          Y
## 745           Unf          0       604        1337    GasA        Gd          Y
## 748           Unf          0      1240        1240    GasW        TA          N
## 749           Unf          0       801        1720    GasA        Ex          Y
## 750          None          0         0           0    Wall        TA          N
## 751           Unf          0       576         576    GasA        Gd          Y
## 753           Unf          0       279        1479    GasA        Ex          Y
## 754           Unf          0      1030        1030    GasA        Gd          Y
## 755           LwQ        472       115        1026    GasA        Gd          Y
## 756           Unf          0       348         729    GasA        Gd          Y
## 757           Unf          0       846         866    GasA        Ex          Y
## 759           Unf          0       195         744    GasA        Gd          Y
## 760           ALQ         64      1198        1318    GasA        Ex          Y
## 761           Unf          0       252         864    GasA        Ex          Y
## 762           Unf          0       740        1145    GasA        TA          Y
## 763           Unf          0       732         756    GasA        Ex          Y
## 764           Unf          0        89        1252    GasA        Ex          Y
## 765           GLQ       1057         0        1494    GasA        Ex          Y
## 766           Unf          0      1498        1498    GasA        Ex          Y
## 767           Unf          0       586         980    GasA        TA          Y
## 768           Unf          0       323         983    GasA        Ex          Y
## 769           Unf          0      1836        1860    GasA        Ex          Y
## 770           Unf          0       234        1650    GasA        Ex          Y
## 772           Unf          0         0         836    GasA        TA          Y
## 773           BLQ        127       480        1029    GasA        TA          Y
## 774           Unf          0       456         912    GasA        Ex          Y
## 775           Unf          0      1935        1935    GasA        Gd          Y
## 776           Unf          0       338        1204    GasA        Ex          Y
## 777           Unf          0      1594        1614    GasA        Ex          Y
## 778           Unf          0       102         864    GasA        TA          Y
## 779          None          0         0           0    GasA        TA          Y
## 780           Unf          0         0         975    GasA        TA          Y
## 781           Unf          0      1237        1237    GasA        Gd          Y
## 782           Unf          0       374         761    GasA        Ex          Y
## 783           Unf          0      1413        1413    GasA        Ex          Y
## 785           Unf          0       742         742    GasA        Ex          Y
## 787           Unf          0         0         686    GasA        TA          Y
## 788           Unf          0       300         956    GasA        Ex          Y
## 789           Unf          0       901         901    GasA        Ex          Y
## 791           Unf          0      1129        1145    GasA        Ex          Y
## 793           Unf          0       255        1117    GasA        Ex          Y
## 794           Unf          0      1496        1496    GasA        Ex          Y
## 796           Unf          0       650         650    GasA        TA          Y
## 797           Unf          0       660         660    GasA        Ex          Y
## 798           Unf          0       203         773    GasA        Gd          Y
## 799           Unf          0      1926        1926    GasA        Ex          Y
## 800           Unf          0       162         731    GasA        Ex          Y
## 801           Unf          0       154         616    GasA        Gd          Y
## 802           Unf          0       999        1196    GasA        Ex          Y
## 803           Unf          0        80         728    GasA        Ex          Y
## 804           Unf          0      1734        1734    GasA        Ex          Y
## 805           Unf          0       124         936    GasA        TA          Y
## 806           Unf          0      1417        1417    GasA        Ex          Y
## 807           Rec        480       100         980    GasA        Gd          Y
## 808           Unf          0        15        1324    GasA        Ex          Y
## 809           BLQ        128       380        1024    GasA        TA          Y
## 810           Unf          0       849         849    GasA        TA          N
## 811           LwQ        377         0        1040    GasA        Fa          Y
## 813           Unf          0       540         540    GasA        TA          N
## 814           Unf          0       834        1442    GasA        Gd          Y
## 815           Unf          0       686         686    GasW        Gd          Y
## 816           Unf          0      1649        1649    GasA        Ex          Y
## 819           Unf          0       506        1010    GasA        Gd          Y
## 820           Unf          0       625        1358    GasA        Ex          Y
## 821           Unf          0       798         798    GasA        Ex          Y
## 822           Unf          0       936         936    GasA        TA          N
## 824           Unf          0       778         778    GasA        TA          Y
## 825           Unf          0      1489        1489    GasA        Ex          Y
## 826           Unf          0       442        2078    GasA        Ex          Y
## 827           Unf          0         0         784    GasA        Gd          Y
## 828           Unf          0      1434        1454    GasA        Ex          Y
## 830           Unf          0       600         600    GasA        Ex          Y
## 831           Unf          0       352        1392    GasA        TA          Y
## 832           Unf          0       600         600    GasA        Ex          Y
## 833           Unf          0       458         941    GasA        Ex          Y
## 834           BLQ        345       975        1516    GasA        TA          Y
## 835           Unf          0       572        1144    GasA        Gd          Y
## 836           Unf          0       625        1067    GasA        TA          Y
## 837           Unf          0      1221        1559    GasA        Gd          Y
## 838           Unf          0       153         483    GasA        TA          Y
## 839           Unf          0      1099        1099    GasA        Ex          Y
## 840           Unf          0       416         768    GasA        Ex          Y
## 842           Unf          0       650         650    GasA        Gd          Y
## 843           ALQ        539       276        1127    GasA        TA          Y
## 844           Unf          0      1800        1800    GasA        Ex          N
## 845           Unf          0       876         876    GasA        Gd          Y
## 847           Unf          0       227         740    GasA        Ex          Y
## 848           Unf          0       404         864    GasA        Ex          Y
## 849           Unf          0       907         907    GasA        TA          Y
## 850           Unf          0       528         528    GasA        Ex          Y
## 851           Unf          0       189         848    GasA        Ex          Y
## 853           Unf          0       554         918    GasA        Gd          Y
## 855           Rec       1085       372        1763    GasA        TA          Y
## 858           Unf          0       702         702    GasA        Gd          Y
## 859           Unf          0      1090        1090    GasA        TA          Y
## 861           Unf          0       912         912    GasA        Gd          Y
## 862           Unf          0       198        1039    GasA        Ex          Y
## 863           Unf          0       702        1040    GasA        TA          Y
## 864           Unf          0         0        1148    GasA        TA          Y
## 865           Unf          0      1372        1372    GasA        Ex          Y
## 867           Unf          0      1638        1638    GasA        Ex          Y
## 868           Unf          0       108        1040    GasA        TA          Y
## 870           Unf          0       300        1050    GasA        Ex          Y
## 871           Unf          0       894         894    GasA        Gd          N
## 872           Unf          0       299         804    GasA        Ex          Y
## 873           Unf          0       105         105    GasA        Gd          Y
## 874           Unf          0       457         832    GasA        Gd          Y
## 875           Unf          0       676         676    GasA        Ex          Y
## 876           Unf          0      1120        1184    GasA        Ex          Y
## 877           Unf          0       431        1064    GasA        Gd          Y
## 878           Unf          0       292        1462    GasA        Ex          Y
## 879           Unf          0       210        1109    GasA        TA          Y
## 881           Unf          0       110        1090    GasA        Gd          Y
## 882           Unf          0       254        1156    GasA        Ex          Y
## 884           Unf          0       795         795    GasA        TA          N
## 885           Unf          0       460         892    GasA        TA          Y
## 886           Unf          0       460        1698    GasA        Ex          Y
## 887           Unf          0      1098        1626    GasA        Ex          Y
## 888           Unf          0       816         816    GasA        TA          Y
## 889           Rec        823      1043        2217    GasA        Ex          Y
## 890           Unf          0       481        1505    GasA        Ex          Y
## 891           Unf          0       672         672    GasA        Ex          Y
## 892           Rec        500       192         918    GasA        Gd          Y
## 893           Unf          0       396        1059    GasA        TA          Y
## 895          None          0         0           0    GasA        TA          Y
## 896           Unf          0       380         780    GasA        TA          Y
## 897           Unf          0       666         951    GasA        Ex          N
## 898          None          0         0           0    GasA        TA          Y
## 899           Unf          0       142        2330    GasA        Ex          Y
## 900           Unf          0       447         912    GasA        TA          Y
## 902           Unf          0       132         992    GasA        TA          Y
## 903           Unf          0       783         783    GasA        Ex          Y
## 904           Unf          0      1670        1670    GasA        Ex          Y
## 906           LwQ        290       412        1056    GasA        TA          Y
## 907           Unf          0      1560        1623    GasA        Ex          Y
## 908           Unf          0       794        1017    GasA        Gd          Y
## 910           Unf          0       742         742    GasA        Ex          Y
## 911           Unf          0       662        1105    GasA        TA          Y
## 913           Unf          0       279         768    GasA        TA          N
## 914           Unf          0       717        1001    GasA        TA          N
## 915           Unf          0       318         612    GasA        Ex          Y
## 916           Unf          0       546         546    GasA        Fa          Y
## 917           Unf          0       430         480    GasA        TA          N
## 919           GLQ        634       422        1104    GasA        Ex          Y
## 920           BLQ        411       245        1184    GasA        Ex          Y
## 921           Unf          0       114         928    GasA        Ex          Y
## 922           Unf          0       188        1272    GasA        Gd          Y
## 923           Unf          0      1288        1316    GasA        Ex          Y
## 924           GLQ        841       598        1604    GasA        Ex          Y
## 925           LwQ       1061         0        1686    GasA        TA          Y
## 927           Unf          0      1181        1181    GasA        Ex          Y
## 931           Unf          0      1450        1466    GasA        Ex          Y
## 932           Rec        466       121         925    GasA        Ex          Y
## 933           Unf          0      1905        1905    GasA        Ex          Y
## 934           Unf          0      1480        1500    GasA        Ex          Y
## 935           Unf          0       160         585    GasA        Ex          Y
## 936           Unf          0       600         600    GasA        Gd          Y
## 937           Unf          0       343        1176    GasA        Ex          Y
## 938           Unf          0       772        1113    GasA        Ex          Y
## 939           Unf          0       927        1391    GasA        Ex          Y
## 941           LwQ        396       396        1728    GasA        TA          Y
## 943           Unf          0         0        1440    GasA        TA          Y
## 944           Unf          0      1632        1632    GasA        TA          Y
## 946           Unf          0         0        1088    GasA        TA          Y
## 947           BLQ        294       102        1144    GasA        TA          Y
## 948           Unf          0       316        1616    GasA        Ex          Y
## 949           Unf          0       936         936    GasA        Ex          Y
## 950           Unf          0       179        1161    GasA        TA          Y
## 951           BLQ        149       317         864    GasA        Gd          Y
## 952           Unf          0       187         828    GasA        Gd          Y
## 953           Unf          0       108         768    GasA        Gd          Y
## 955           Unf          0         0         945    GasA        TA          Y
## 956           Unf          0       495         979    GasA        TA          N
## 957           Unf          0       276         561    GasA        TA          Y
## 958           Unf          0       640        1057    GasA        TA          Y
## 959           Unf          0       638        1337    GasA        Ex          Y
## 960           Unf          0        92         696    GasA        Ex          Y
## 961           Unf          0       162         858    GasA        Gd          Y
## 963           Unf          0       248         804    GasA        TA          Y
## 964           Unf          0      1800        1800    GasA        Ex          Y
## 965           Unf          0       193         817    GasA        Ex          Y
## 966           Unf          0       783         783    GasA        Ex          Y
## 967           Unf          0       300         728    GasA        Ex          Y
## 969           Unf          0       600         600    Grav        Fa          N
## 970           Unf          0        75         588    GasA        TA          Y
## 971           Unf          0       720         720    GasA        TA          N
## 972           Unf          0       197         764    GasA        Ex          Y
## 973           Unf          0       918         918    GasA        TA          Y
## 974           Unf          0      1428        1428    GasA        Ex          Y
## 975           Unf          0       728         728    GasA        TA          N
## 977           Unf          0       440         440    GasA        TA          Y
## 978           Unf          0       135        1241    GasA        Ex          Y
## 979           Unf          0       342         894    GasA        Ex          Y
## 980           Unf          0       470        1121    GasA        TA          Y
## 982           Unf          0       371        1225    GasA        Ex          Y
## 983           Unf          0      1266        1266    GasA        Ex          Y
## 985          None          0         0           0    GasA        TA          Y
## 986           Unf          0       124        1164    GasW        TA          N
## 987           Unf          0       485         485    GasA        Gd          Y
## 988           Unf          0       284        1930    GasA        Ex          Y
## 990           Unf          0       770         770    GasA        Ex          Y
## 991           Unf          0       322        1396    GasA        Ex          Y
## 992           Unf          0       700         916    GasA        Gd          Y
## 993           Rec        117       169         822    GasA        Gd          Y
## 994           Unf          0       750         750    GasA        Ex          Y
## 995           Unf          0       528        1700    GasA        Ex          Y
## 996           Unf          0       363         747    GasA        TA          Y
## 999           Unf          0      1007        1007    GasA        Fa          N
## 1000          Unf          0       501        1187    GasA        Ex          Y
## 1001         None          0         0           0    GasW        Fa          N
## 1002          Unf          0       691         691    GasA        Ex          Y
## 1003          Unf          0      1550        1574    GasA        Ex          Y
## 1005          Unf          0      1330        1346    GasA        Ex          Y
## 1006          Unf          0       390         985    GasA        TA          Y
## 1008          LwQ        273         0         546    GasA        TA          Y
## 1009          Unf          0      1710        1710    GasA        Ex          Y
## 1010          Unf          0      1008        1008    GasA        Ex          Y
## 1011          Unf          0       720         720    GasA        TA          Y
## 1012         None          0         0           0    GasA        TA          N
## 1013          Unf          0       602         602    GasA        TA          Y
## 1014          Rec        465       310        1022    GasW        TA          N
## 1015          Unf          0       746        1082    GasA        TA          Y
## 1016          Unf          0       167         810    GasA        Ex          Y
## 1017          Unf          0       814        1504    GasA        Ex          Y
## 1020          Unf          0      1346        1362    GasA        Ex          Y
## 1021          Unf          0       108        1132    GasA        Ex          Y
## 1022          Unf          0       515        1199    GasA        Ex          Y
## 1023          Unf          0       588         912    GasA        Gd          Y
## 1024          Unf          0      1330        1346    GasA        Ex          Y
## 1026          Rec        468       276         882    GasA        TA          Y
## 1027          Unf          0       571        1268    GasA        TA          Y
## 1028          Unf          0       125        1638    GasA        Ex          Y
## 1029          BLQ         41       359         768    GasA        TA          Y
## 1030          Unf          0       355         672    GasA        Gd          Y
## 1032          Unf          0       301         824    GasA        Ex          Y
## 1035          Unf          0       920         920    GasA        Ex          Y
## 1037          Unf          0       598        1620    GasA        Ex          Y
## 1039          Unf          0       546         546    GasA        TA          Y
## 1040          Unf          0       121         630    GasA        TA          Y
## 1041          BLQ        682       284        1134    GasA        Ex          Y
## 1043          Unf          0       406        1306    GasA        Ex          Y
## 1044          Unf          0       390        1475    GasA        Ex          Y
## 1045          Unf          0      1420        2524    GasA        TA          Y
## 1047          Unf          0      1752        1992    GasA        Ex          Y
## 1048          Unf          0       304         990    GasA        Ex          Y
## 1049         None          0         0           0    GasA        TA          Y
## 1050         None          0         0           0    GasA        Ex          Y
## 1051          Unf          0      1302        1302    GasA        Ex          Y
## 1052          Unf          0      1316        1316    GasA        Ex          Y
## 1053          Unf          0       374         816    GasA        TA          Y
## 1054          Unf          0       833        1216    GasA        Ex          Y
## 1055          Unf          0       133        1065    GasA        Ex          Y
## 1056          Unf          0       549        1193    GasA        TA          Y
## 1057          Unf          0       705        1364    GasA        Ex          Y
## 1059          Unf          0       168        1104    GasA        Ex          Y
## 1061          Unf          0       722        1338    GasA        Ex          Y
## 1062          Unf          0       894         894    GasA        TA          Y
## 1063          Unf          0       662         662    GasA        TA          N
## 1064          Unf          0       706        1103    GasA        Gd          Y
## 1066          Unf          0       105        1306    GasA        Ex          Y
## 1067          Unf          0       799         799    GasA        Gd          Y
## 1068          LwQ        106         0         780    GasA        TA          Y
## 1069          Unf          0       105         942    GasA        Gd          Y
## 1070          Unf          0       625         845    GasA        TA          Y
## 1071          Unf          0       462        1048    GasA        TA          Y
## 1072          Unf          0       429         727    GasA        Ex          Y
## 1073          Unf          0       810         810    GasA        Fa          Y
## 1074          Unf          0       155         690    GasA        TA          Y
## 1075          Unf          0      1240        1240    GasA        Ex          Y
## 1076          Unf          0       390         800    GasA        TA          Y
## 1077          Unf          0       170         796    GasA        Gd          Y
## 1079          Unf          0       186         848    GasA        Ex          Y
## 1080          Unf          0       495         990    GasA        Gd          Y
## 1081          Unf          0       602        1258    GasA        Ex          Y
## 1082          Unf          0       216        1040    GasA        Fa          Y
## 1083          Unf          0      1459        1459    GasA        Ex          Y
## 1084          Unf          0       698        1251    GasA        TA          Y
## 1086          Unf          0       189         936    GasA        Ex          Y
## 1088          Unf          0      1082        1082    GasA        Ex          Y
## 1089          Unf          0       970         970    GasA        Ex          Y
## 1090          Unf          0       208        1247    GasA        Ex          Y
## 1091         None          0         0           0    Wall        Fa          N
## 1092          Unf          0        90         600    GasA        Ex          Y
## 1093          Unf          0       758        1181    GasA        Fa          Y
## 1094          Unf          0       203         864    GasA        Gd          Y
## 1095          Rec        240       448         936    GasA        Ex          Y
## 1096          Unf          0      1290        1314    GasA        Gd          Y
## 1097          Unf          0       684         684    GasA        TA          Y
## 1099          Unf          0         0         672    GasA        TA          Y
## 1100          Unf          0       567        1271    GasA        TA          Y
## 1101          Unf          0         0         290    GasA        TA          N
## 1102          LwQ        287       251         950    GasA        TA          Y
## 1103          Unf          0       422        1010    GasA        Ex          Y
## 1104          Unf          0         0         655    GasA        Ex          Y
## 1105          Unf          0       630         630    GasA        TA          Y
## 1106          Unf          0       431        1463    GasA        Ex          Y
## 1107          Unf          0       172         910    GasA        Gd          Y
## 1108          Unf          0       868         868    GasA        Ex          Y
## 1110          Unf          0       797        1836    GasA        Ex          Y
## 1112          Unf          0       400         803    GasA        TA          Y
## 1113          Unf          0       108         816    GasA        TA          Y
## 1114          Unf          0       365        1008    GasA        Gd          Y
## 1115          Unf          0       418         833    GasA        Ex          Y
## 1116          Unf          0       730        1734    GasA        Ex          Y
## 1118          Unf          0       192         894    GasA        Ex          Y
## 1119          Unf          0       533         533    GasA        TA          Y
## 1120          Unf          0       671        1040    GasA        TA          Y
## 1121          Unf          0      1012        1012    GasA        TA          Y
## 1122          Unf          0      1528        1552    GasA        Ex          Y
## 1124          Unf          0       698         698    GasA        Ex          Y
## 1126          Unf          0      1005        1005    GasA        TA          Y
## 1127          Unf          0      1373        1373    GasA        Ex          Y
## 1128          Unf          0       230        1530    GasA        Ex          Y
## 1129          Unf          0       847         847    GasA        Ex          Y
## 1130          Unf          0         0         936    GasA        TA          Y
## 1131          Unf          0       500        1122    GasA        TA          Y
## 1132          Unf          0       762         974    GasA        TA          Y
## 1133          Unf          0      1008        1008    GasW        TA          Y
## 1134          Unf          0       544        1128    GasA        Ex          Y
## 1135          Unf          0       916         916    GasA        Gd          Y
## 1136          Unf          0       960         960    GasA        TA          N
## 1137          Unf          0       752        1032    GasA        TA          Y
## 1138          Unf          0       780         780    GasA        Gd          N
## 1140          Unf          0       270         915    GasA        TA          Y
## 1141          Unf          0       100         952    GasA        TA          Y
## 1143          Unf          0       316        1466    GasA        Ex          Y
## 1145          Unf          0       324         672    Grav        Fa          N
## 1146          Unf          0      1042        1042    GasA        Ex          Y
## 1148          Unf          0       429         704    GasA        Ex          Y
## 1150          Unf          0        26         650    GasA        Ex          Y
## 1151          Unf          0       932         932    GasA        Ex          Y
## 1152          Unf          0      1290        1466    GasA        TA          Y
## 1153          GLQ        547       230        1073    GasA        Ex          Y
## 1156          Unf          0       280        1437    GasA        TA          Y
## 1157          Unf          0       586        1219    GasA        Gd          Y
## 1158          Unf          0       410        1314    GasA        Ex          Y
## 1159          Unf          0      1580        1580    GasA        Ex          Y
## 1160          Unf          0       459         901    GasA        TA          Y
## 1161          Unf          0       544         855    GasA        Fa          Y
## 1163          Unf          0       402         894    GasA        Gd          Y
## 1164          Unf          0         0        1198    GasA        TA          Y
## 1166          Unf          0      1502        1502    GasA        Ex          Y
## 1167          Unf          0      1694        1694    GasA        Ex          Y
## 1168          Unf          0       173         959    GasA        Ex          Y
## 1169          Unf          0       501        1127    GasA        Ex          Y
## 1170          Unf          0       543        1930    GasA        Ex          Y
## 1171          Unf          0       574        1096    GasA        TA          Y
## 1172          Unf          0       599        1261    GasA        Ex          Y
## 1173          Unf          0       625         625    GasA        Ex          Y
## 1174          BLQ        469       977        1598    GasA        TA          Y
## 1175          Unf          0       449         952    GasA        TA          Y
## 1176          Unf          0       983        1683    GasA        Ex          Y
## 1177          Unf          0       218         876    GasA        TA          Y
## 1179          Unf          0       731         731    GasA        Ex          Y
## 1180         None          0         0           0    GasA        Gd          Y
## 1182          Unf          0       120        1600    GasA        Ex          Y
## 1183          Unf          0       300        2396    GasA        Ex          Y
## 1184          Unf          0       299        1120    GasA        Ex          Y
## 1185          Unf          0       413        1572    GasA        Gd          Y
## 1186          Unf          0       392         784    GasA        Gd          Y
## 1187          Unf          0       538         978    GasA        TA          Y
## 1188          Unf          0       168        1624    GasA        Ex          Y
## 1189          Unf          0       831         831    GasA        Ex          Y
## 1190          Unf          0       994         994    GasA        Gd          Y
## 1192          Unf          0       776         776    GasA        Ex          Y
## 1193          Unf          0       702         702    GasA        Gd          Y
## 1195          Unf          0       292         663    GasA        TA          Y
## 1196          Unf          0       728         728    GasA        Ex          Y
## 1197          Unf          0       879         879    GasA        Ex          Y
## 1198          Unf          0       815         815    GasA        Ex          Y
## 1199          Unf          0      1212        1212    GasA        Ex          Y
## 1200          Unf          0       504        1051    GasA        Gd          Y
## 1201          Unf          0       864         864    GasA        Gd          Y
## 1202          Unf          0       866         866    GasA        Ex          Y
## 1203          Unf          0       884         884    GasA        Ex          Y
## 1204          Unf          0      1630        1630    GasA        Ex          Y
## 1205          Unf          0       268        1056    GasA        Ex          Y
## 1206          BLQ        177      1496        2158    GasA        Gd          Y
## 1208          Unf          0      1342        1682    GasA        Ex          Y
## 1209          BLQ        108       319         931    GasA        TA          Y
## 1210          Unf          0       440        1660    GasA        Ex          Y
## 1211          Unf          0      1055        1055    GasA        Ex          Y
## 1212          Unf          0       132         559    GasA        Gd          Y
## 1213          Unf          0       328         672    GasA        TA          Y
## 1215          Unf          0       141         925    GasA        TA          Y
## 1216          LwQ        374       340         894    GasA        TA          Y
## 1217         None          0         0           0    GasA        TA          Y
## 1218          Unf          0       364        1300    GasA        Ex          Y
## 1219         None          0         0           0    GasA        Gd          N
## 1220          Unf          0       672         672    GasA        TA          Y
## 1221          LwQ        600         0         912    GasA        TA          Y
## 1222          LwQ        492       210         952    GasA        Ex          Y
## 1223          Unf          0       844        1040    GasA        Ex          Y
## 1224          Unf          0      1380        2136    GasA        TA          N
## 1225          Unf          0        64         788    GasA        Ex          Y
## 1226          Unf          0        81         588    GasA        Ex          Y
## 1227          Unf          0       894         894    GasA        Ex          Y
## 1228          Unf          0       317         912    GasA        Ex          Y
## 1229          Unf          0       162        1702    GasA        Ex          Y
## 1230          Unf          0       409        1075    GasA        Gd          Y
## 1232          Unf          0       303        1106    GasA        TA          Y
## 1233         None          0         0           0    GasA        TA          Y
## 1235          Unf          0       940         940    GasA        TA          N
## 1236          Unf          0       747         747    GasA        Gd          Y
## 1237          Unf          0       764         764    GasA        Ex          Y
## 1238          Unf          0       847         847    GasA        Ex          Y
## 1239          Unf          0      1141        1141    GasA        Ex          Y
## 1240          Unf          0      1048        1476    GasA        Ex          Y
## 1241          Unf          0       334         884    GasA        Ex          Y
## 1242          Unf          0      1689        1689    GasA        Ex          Y
## 1243          LwQ        168         0        1053    GasA        TA          Y
## 1244          Unf          0       690        2076    GasA        Ex          Y
## 1246          Unf          0       585         585    GasA        Ex          Y
## 1247          Unf          0       756         756    GasA        Ex          Y
## 1249          Unf          0       416         735    OthW        Fa          N
## 1250          Rec         96       246         876    GasA        TA          Y
## 1251          Unf          0      1045        2110    GasA        Ex          Y
## 1253          Unf          0       354         864    GasA        TA          Y
## 1255          Unf          0       746         746    GasA        Ex          Y
## 1256          Unf          0       459         884    GasA        TA          Y
## 1257          Unf          0       672        1986    GasA        Ex          Y
## 1258          Unf          0       864         864    GasA        Ex          Y
## 1259          Unf          0       201         856    GasA        Ex          Y
## 1260          LwQ        438        14        1054    GasA        Gd          Y
## 1262          Unf          0       546        1050    GasA        Gd          Y
## 1264          Unf          0       764         764    GasA        Ex          Y
## 1265          Unf          0      1139        1405    GasA        Ex          Y
## 1266          Unf          0       241         691    GasA        Ex          Y
## 1267          Unf          0       925         925    GasA        TA          N
## 1268          Unf          0      2002        2002    GasA        Ex          Y
## 1270          Unf          0       414         874    GasW        TA          Y
## 1274          Unf          0       300        1019    GasA        Gd          Y
## 1275          Unf          0       661         661    GasA        Ex          Y
## 1276          Unf          0       708         928    GasA        Gd          Y
## 1279          Unf          0       324        1128    GasA        Ex          Y
## 1280          Unf          0       698         698    GasA        TA          Y
## 1281          Unf          0       785        1573    GasA        Ex          Y
## 1282          Unf          0       256        1309    GasA        TA          Y
## 1283          Rec        144       364        1040    GasA        TA          Y
## 1284          Unf          0       912         912    GasA        TA          Y
## 1285          Unf          0       804         804    GasA        Ex          Y
## 1286          Unf          0       780         780    GasA        Ex          Y
## 1289          Unf          0       343        1501    GasA        Ex          Y
## 1290          Unf          0      1085        1085    GasA        Ex          Y
## 1292          Unf          0       399         630    GasA        TA          Y
## 1293          Unf          0       994         994    GasA        TA          N
## 1294          Unf          0       638         832    GasA        TA          Y
## 1295          Unf          0       697         864    GasA        TA          Y
## 1296          Unf          0        36        1052    GasA        Gd          Y
## 1297          Unf          0       344        1120    GasA        Gd          Y
## 1298          Unf          0         0         547    GasA        Gd          Y
## 1300          Rec        906         0        1246    GasA        Ex          Y
## 1303          Unf          0       425        1165    GasA        Ex          Y
## 1304          Unf          0      1616        1616    GasA        Ex          Y
## 1305          Unf          0       976         976    GasA        Ex          Y
## 1306          Unf          0        80        1652    GasA        Ex          Y
## 1307          Unf          0      1368        1368    GasA        Ex          Y
## 1308          Unf          0       244         990    GasA        Ex          Y
## 1309          ALQ        608       172         924    GasA        Ex          Y
## 1311          Unf          0       496        1902    GasA        TA          Y
## 1312          Unf          0       349        1274    GasA        Ex          Y
## 1314          Unf          0      1393        1393    GasA        Ex          Y
## 1315          Unf          0       216         948    GasA        Ex          Y
## 1316          LwQ        276       176         952    GasA        TA          Y
## 1317          Unf          0      1622        1622    GasA        Ex          Y
## 1318          Unf          0      1352        1352    GasA        Ex          Y
## 1320          Unf          0       372         864    GasA        Ex          Y
## 1321          Rec        661       628        1478    GasA        Gd          Y
## 1323          Unf          0        76         750    GasA        Ex          Y
## 1324          Unf          0       140         420    GasA        Gd          Y
## 1325          Unf          0      1795        1795    GasA        Ex          Y
## 1326          Unf          0       796         796    GasA        Fa          N
## 1327          Unf          0         0         544    GasA        Ex          Y
## 1328          Unf          0       175         816    GasA        Ex          Y
## 1329          Unf          0      1017        1510    GasW        Ex          Y
## 1330          Unf          0       935         935    GasA        Gd          Y
## 1331          Unf          0      1588        1588    GasA        Ex          Y
## 1332          Unf          0       428         911    GasA        Gd          Y
## 1333          Unf          0       126         816    GasA        Ex          Y
## 1334          Unf          0       803         803    GasA        Ex          Y
## 1335          Unf          0         0         765    GasA        TA          Y
## 1336          Unf          0       664        1350    GasA        TA          Y
## 1337          Unf          0      1656        1656    GasA        TA          Y
## 1338          Unf          0       693         693    Grav        Fa          N
## 1339          Unf          0       216         916    GasA        Ex          Y
## 1340          Unf          0       504         864    GasA        Ex          Y
## 1341          Unf          0       858         858    GasA        TA          Y
## 1342          Unf          0       300        1114    GasA        Ex          Y
## 1344          Unf          0       896         896    GasA        Gd          Y
## 1345          Unf          0       728         728    GasA        Ex          Y
## 1346          Unf          0       710         960    GasA        Gd          Y
## 1348          Unf          0      1652        1732    GasA        Ex          Y
## 1350          Unf          0       425         684    OthW        Fa          N
## 1351          Unf          0       748        1248    GasA        TA          Y
## 1352          Unf          0       539         858    GasA        Ex          Y
## 1353          Unf          0       698         698    GasA        TA          Y
## 1354          Unf          0      1217        2033    GasA        Ex          Y
## 1356          Unf          0       570         570    GasA        Gd          Y
## 1360          Unf          0       533        1980    GasA        Ex          Y
## 1361          Unf          0       612         612    GasA        Ex          Y
## 1362          Unf          0       256        1530    GasA        Ex          Y
## 1364          Unf          0       616         616    GasA        Ex          Y
## 1365          Unf          0       600         600    GasA        Ex          Y
## 1367          Unf          0       240         873    GasA        Ex          Y
## 1368          Rec        173        36         757    GasA        Ex          Y
## 1370          GLQ        972       315        1657    GasA        Ex          Y
## 1371          Rec        105       420         840    GasA        Ex          Y
## 1372          Unf          0       161         992    GasA        Gd          Y
## 1373          Unf          0       133        1108    GasA        Ex          Y
## 1375          Unf          0      1026        1026    GasA        Ex          Y
## 1376          Unf          0      1571        1571    GasA        Ex          Y
## 1377          Unf          0       384         768    GasA        TA          N
## 1378          BLQ        420       156         984    GasA        Ex          Y
## 1379          Unf          0       174         483    GasA        TA          Y
## 1380          Unf          0       384         384    GasA        Gd          Y
## 1381          Unf          0       661         864    GasA        TA          N
## 1383          Unf          0       596         596    GasA        Ex          Y
## 1385          Unf          0       356         560    GasA        TA          Y
## 1386          Unf          0        61         796    GasA        Gd          Y
## 1387          LwQ        469       133        1392    GasA        TA          Y
## 1388          LwQ        546         0         714    GasW        TA          N
## 1389          Unf          0       426        1746    GasA        Ex          Y
## 1390          Unf          0       360         735    GasA        Ex          Y
## 1391          Unf          0       125        1525    GasA        Ex          Y
## 1392          Unf          0      1584        1584    GasA        TA          Y
## 1393          Unf          0        95         864    GasA        TA          Y
## 1394          Unf          0       482         482    GasA        Ex          N
## 1395          Unf          0       286        1356    GasA        Ex          Y
## 1396          Unf          0      1094        1094    GasA        Ex          Y
## 1398          Unf          0       939         939    GasA        Ex          Y
## 1399          BLQ        352       676        1208    GasA        Gd          Y
## 1400          Unf          0       712         976    GasA        Ex          Y
## 1401          Unf          0       862         862    GasA        TA          Y
## 1402          Unf          0        80         839    GasA        Ex          Y
## 1403          Unf          0      1286        1286    GasA        Ex          Y
## 1404          Unf          0       556        1485    GasA        Ex          Y
## 1405          Unf          0       672         672    GasA        TA          Y
## 1406          Unf          0       221        1594    GasA        Ex          Y
## 1407          Unf          0       112         768    GasA        TA          Y
## 1409          Unf          0       622         622    GasA        Gd          Y
## 1410          Unf          0       791         791    GasA        Gd          Y
## 1411          Unf          0       278         944    GasA        Ex          Y
## 1412          Unf          0       736         856    GasA        Ex          Y
## 1413         None          0         0           0    Wall        Fa          N
## 1414          Unf          0       868        1844    GasA        Ex          Y
## 1415          Unf          0       833         833    GasA        Gd          Y
## 1416          Unf          0       398        1386    GasA        Ex          Y
## 1417          Unf          0       777         777    GasA        Gd          Y
## 1419          Rec        872       247        1144    GasA        TA          Y
## 1421          Unf          0       304         708    GasA        Gd          Y
## 1422          Unf          0       709        1069    GasA        TA          Y
## 1423          Unf          0       162         848    GasA        Ex          Y
## 1426          Unf          0      1252        1252    GasA        Ex          Y
## 1427          Unf          0       223        1223    GasA        Ex          Y
## 1428          Unf          0       333         913    GasA        TA          Y
## 1429          Unf          0       278         788    GasA        TA          Y
## 1431          Unf          0       732         732    GasA        Ex          Y
## 1433          Unf          0       656         656    GasA        TA          Y
## 1434          Unf          0       936         936    GasA        Ex          Y
## 1435          Unf          0       190        1126    GasA        Fa          Y
## 1436          Unf          0      1319        1319    GasA        TA          Y
## 1437          Unf          0       248         864    GasA        TA          Y
## 1438          Unf          0       596        1932    GasA        Ex          Y
## 1439          Unf          0       312         912    GasA        TA          Y
## 1440          Rec        110       114         539    GasA        TA          Y
## 1441          Unf          0       588         588    GasA        Fa          Y
## 1443          Unf          0       252        1017    GasA        Ex          Y
## 1445          Unf          0      1422        1422    GasA        Ex          Y
## 1446          Rec        627         0         814    GasA        Gd          Y
## 1448          Unf          0       141        1220    GasA        Ex          Y
## 1449          Unf          0       560         560    GasA        Gd          N
## 1450          Unf          0        77         630    GasA        Ex          Y
## 1451          Unf          0       896         896    GasA        TA          Y
## 1452          Unf          0      1573        1573    GasA        Ex          Y
## 1453          Unf          0         0         547    GasA        Gd          Y
## 1454          Unf          0      1140        1140    GasA        Ex          Y
## 1455          Unf          0       811        1221    GasA        Ex          Y
## 1456          Unf          0       953         953    GasA        Ex          Y
## 1457          Rec        163       589        1542    GasA        TA          Y
## 1458          Unf          0       877        1152    GasA        Ex          Y
## 1459          Rec       1029         0        1078    GasA        Gd          Y
## 1460          LwQ        290       136        1256    GasA        Gd          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1         SBrkr       856       854            0      1710            1
## 2         SBrkr      1262         0            0      1262            0
## 3         SBrkr       920       866            0      1786            1
## 4         SBrkr       961       756            0      1717            1
## 5         SBrkr      1145      1053            0      2198            1
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##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 1               0        2        1            3            1          Gd
## 2               1        2        0            3            1          TA
## 3               0        2        1            3            1          Gd
## 4               0        1        0            3            1          Gd
## 5               0        2        1            4            1          Gd
## 6               0        1        1            1            1          TA
## 7               0        2        0            3            1          Gd
## 9               0        2        0            2            2          TA
## 10              0        1        0            2            2          TA
## 11              0        1        0            3            1          TA
## 12              0        3        0            4            1          Ex
## 14              0        2        0            3            1          Gd
## 16              0        1        0            2            1          TA
## 18              0        2        0            2            2          TA
## 19              0        1        1            3            1          Gd
## 20              0        1        0            3            1          TA
## 21              0        3        1            4            1          Gd
## 22              0        1        0            3            1          Gd
## 23              0        2        0            3            1          Gd
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## 1199            0        2        0            3            1          Gd
## 1200            0        1        1            3            1          TA
## 1201            0        1        0            3            1          TA
## 1202            0        2        1            3            1          Gd
## 1203            0        1        0            3            1          TA
## 1204            0        2        0            3            1          Gd
## 1205            0        1        1            3            1          TA
## 1206            0        2        0            3            1          Gd
## 1208            0        2        0            3            1          Gd
## 1209            0        1        0            3            1          TA
## 1210            0        2        0            3            1          Gd
## 1211            0        2        1            3            1          Gd
## 1212            0        2        0            4            1          TA
## 1213            0        1        0            2            1          TA
## 1215            0        1        0            3            1          TA
## 1216            0        1        0            3            1          TA
## 1217            0        2        0            4            2          TA
## 1218            0        2        0            3            1          Gd
## 1219            0        1        0            2            1          TA
## 1220            0        1        1            3            1          TA
## 1221            0        1        0            2            1          TA
## 1222            0        1        0            3            1          TA
## 1223            0        2        0            3            1          TA
## 1224            0        2        0            4            1          TA
## 1225            0        2        1            3            1          Gd
## 1226            1        1        0            3            1          TA
## 1227            0        2        1            4            1          Gd
## 1228            0        1        0            2            1          Gd
## 1229            0        1        1            1            1          Ex
## 1230            0        2        0            4            1          TA
## 1232            0        1        0            3            1          TA
## 1233            0        2        0            2            2          TA
## 1235            0        1        1            4            1          TA
## 1236            0        1        1            4            1          TA
## 1237            0        2        1            2            1          Gd
## 1238            0        2        1            4            1          Gd
## 1239            0        1        1            3            1          TA
## 1240            0        2        0            2            1          Ex
## 1241            0        2        1            3            1          Gd
## 1242            0        2        0            3            1          Gd
## 1243            0        2        0            3            1          Gd
## 1244            0        2        1            2            1          Ex
## 1246            0        3        1            3            1          TA
## 1247            0        2        1            3            1          Gd
## 1249            0        1        1            3            1          TA
## 1250            0        1        0            3            1          TA
## 1251            0        2        1            3            1          Ex
## 1253            0        1        0            3            1          TA
## 1255            0        2        1            3            1          Gd
## 1256            0        1        0            3            1          TA
## 1257            0        2        0            2            1          Gd
## 1258            0        1        0            2            1          TA
## 1259            0        2        0            2            1          Gd
## 1260            0        1        1            3            1          TA
## 1262            0        1        0            2            1          TA
## 1264            0        1        0            3            1          TA
## 1265            0        2        0            2            1          Gd
## 1266            0        2        1            3            1          Gd
## 1267            0        1        1            4            2          TA
## 1268            0        2        0            3            1          Ex
## 1270            0        1        1            3            1          TA
## 1274            0        1        0            2            1          Ex
## 1275            0        2        0            3            1          TA
## 1276            0        2        0            4            2          TA
## 1279            0        2        1            3            1          Gd
## 1280            0        1        0            2            1          TA
## 1281            0        2        0            3            1          Gd
## 1282            0        2        0            2            1          TA
## 1283            0        2        0            3            1          Gd
## 1284            0        2        2            4            2          TA
## 1285            0        2        0            4            1          Gd
## 1286            0        1        0            4            1          TA
## 1289            0        2        0            2            1          Ex
## 1290            0        2        1            3            1          Ex
## 1292            0        2        1            3            1          TA
## 1293            0        2        0            4            2          TA
## 1294            0        2        1            4            1          TA
## 1295            0        1        0            2            1          TA
## 1296            0        1        1            3            1          TA
## 1297            0        2        0            3            1          TA
## 1298            0        2        0            2            1          TA
## 1300            0        1        1            3            1          Gd
## 1303            0        2        1            4            1          Gd
## 1304            0        2        0            3            1          Gd
## 1305            0        2        0            3            1          Gd
## 1306            0        2        0            2            1          Ex
## 1307            0        2        0            2            1          Gd
## 1308            0        1        0            3            1          TA
## 1309            0        1        0            2            1          Gd
## 1311            0        2        0            3            1          Ex
## 1312            0        2        0            3            1          Gd
## 1314            0        2        1            4            1          Gd
## 1315            0        1        0            3            1          TA
## 1316            0        2        1            4            1          TA
## 1317            0        2        0            3            1          Ex
## 1318            0        2        0            2            1          Gd
## 1320            0        1        0            3            1          TA
## 1321            0        1        1            3            1          TA
## 1323            0        2        1            3            1          Gd
## 1324            0        1        0            2            1          Fa
## 1325            0        2        0            2            1          Gd
## 1326            0        1        0            2            1          TA
## 1327            0        1        0            3            1          Gd
## 1328            1        1        0            3            1          Gd
## 1329            0        2        0            5            1          TA
## 1330            0        2        1            3            1          TA
## 1331            0        2        0            3            1          Gd
## 1332            0        1        0            3            1          TA
## 1333            0        1        0            2            1          TA
## 1334            0        1        1            2            1          Gd
## 1335            0        1        1            3            1          TA
## 1336            1        2        0            2            1          TA
## 1337            0        2        0            4            2          TA
## 1338            0        1        0            2            1          Fa
## 1339            0        2        1            3            1          Gd
## 1340            0        1        0            3            1          TA
## 1341            0        1        0            3            1          TA
## 1342            0        1        0            3            1          Gd
## 1344            0        1        1            3            1          TA
## 1345            0        2        1            3            1          Gd
## 1346            0        1        0            2            1          Fa
## 1348            0        2        0            3            1          Gd
## 1350            0        2        0            4            1          TA
## 1351            1        2        2            6            2          TA
## 1352            0        1        1            4            1          TA
## 1353            0        1        0            2            1          TA
## 1354            0        2        1            4            1          Gd
## 1356            0        3        0            4            1          Gd
## 1360            0        2        0            3            1          Ex
## 1361            0        3        1            4            1          TA
## 1362            0        2        0            3            1          Gd
## 1364            0        2        1            3            1          Gd
## 1365            0        2        1            2            1          Gd
## 1367            0        2        1            3            1          Gd
## 1368            0        2        0            4            1          TA
## 1370            0        2        0            3            1          Gd
## 1371            0        1        0            2            1          TA
## 1372            0        1        0            3            1          Gd
## 1373            0        2        1            3            1          Gd
## 1375            0        2        1            3            1          Gd
## 1376            0        2        0            3            1          Gd
## 1377            0        1        0            2            1          TA
## 1378            0        2        0            3            1          TA
## 1379            0        1        1            2            1          TA
## 1380            0        2        1            3            1          Gd
## 1381            0        1        0            2            1          TA
## 1383            0        1        1            4            1          Gd
## 1385            0        1        0            2            1          TA
## 1386            0        1        0            3            1          Gd
## 1387            0        3        1            5            1          Gd
## 1388            0        2        0            5            1          Gd
## 1389            0        2        0            3            1          Ex
## 1390            1        1        0            3            1          TA
## 1391            0        2        0            3            1          Gd
## 1392            0        2        0            4            2          TA
## 1393            0        1        0            3            1          TA
## 1394            0        2        0            3            2          TA
## 1395            0        2        0            2            1          Gd
## 1396            0        2        1            4            1          Gd
## 1398            0        1        1            4            1          TA
## 1399            0        1        1            3            1          TA
## 1400            0        2        1            3            1          Gd
## 1401            0        1        0            3            1          TA
## 1402            0        2        1            3            1          TA
## 1403            0        2        0            2            1          Gd
## 1404            0        2        0            3            1          Gd
## 1405            0        1        0            3            1          TA
## 1406            1        2        0            2            1          Gd
## 1407            0        1        0            2            1          TA
## 1409            0        1        0            3            1          TA
## 1410            0        2        1            3            1          TA
## 1411            0        2        1            3            1          Gd
## 1412            0        1        1            3            1          TA
## 1413            0        2        0            2            2          TA
## 1414            0        2        0            2            1          Gd
## 1415            0        1        1            4            1          Gd
## 1416            1        2        0            1            1          Gd
## 1417            0        2        0            4            2          TA
## 1419            0        1        1            3            1          TA
## 1421            0        2        1            3            1          TA
## 1422            0        2        0            2            1          TA
## 1423            0        1        0            1            1          Gd
## 1426            0        1        0            3            1          Gd
## 1427            0        2        1            3            1          Gd
## 1428            0        1        1            3            1          TA
## 1429            0        1        0            2            1          Gd
## 1431            0        2        1            4            1          TA
## 1433            0        2        0            4            1          TA
## 1434            0        2        1            3            1          TA
## 1435            0        2        0            3            1          TA
## 1436            0        1        1            3            1          Gd
## 1437            0        1        0            3            1          TA
## 1438            0        2        0            2            1          Ex
## 1439            0        1        0            2            1          TA
## 1440            0        2        1            3            1          TA
## 1441            0        2        0            3            1          TA
## 1443            0        2        1            3            1          Ex
## 1445            0        2        0            3            1          Gd
## 1446            0        1        0            3            1          TA
## 1448            0        2        1            3            1          Gd
## 1449            0        1        1            2            1          TA
## 1450            0        1        0            1            1          Ex
## 1451            0        2        2            4            2          TA
## 1452            0        2        0            3            1          Ex
## 1453            0        1        0            2            1          TA
## 1454            0        1        0            3            1          TA
## 1455            0        2        0            2            1          Gd
## 1456            0        2        1            3            1          TA
## 1457            0        2        0            3            1          TA
## 1458            0        2        0            4            1          Gd
## 1459            0        1        0            2            1          Gd
## 1460            0        1        1            3            1          TA
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1               8        Typ          0        None     Attchd        2003
## 2               6        Typ          1          TA     Attchd        1976
## 3               6        Typ          1          TA     Attchd        2001
## 4               7        Typ          1          Gd     Detchd        1998
## 5               9        Typ          1          TA     Attchd        2000
## 6               5        Typ          0        None     Attchd        1993
## 7               7        Typ          1          Gd     Attchd        2004
## 9               8       Min1          2          TA     Detchd        1931
## 10              5        Typ          2          TA     Attchd        1939
## 11              5        Typ          0        None     Detchd        1965
## 12             11        Typ          2          Gd    BuiltIn        2005
## 14              7        Typ          1          Gd     Attchd        2006
## 16              5        Typ          0        None     Detchd        1991
## 18              6        Typ          0        None    CarPort        1967
## 19              6        Typ          0        None     Detchd        2004
## 20              6       Min1          0        None     Attchd        1958
## 21              9        Typ          1          Gd    BuiltIn        2005
## 22              6        Typ          1          Gd     Attchd        1930
## 23              7        Typ          1          Gd     Attchd        2002
## 24              6        Typ          1          TA     Attchd        1976
## 26              7        Typ          1          Gd     Attchd        2007
## 27              5        Typ          0        None     Detchd        2005
## 28              7        Typ          1          Gd     Attchd        2008
## 29              6        Typ          2          Gd     Attchd        1957
## 30              4        Typ          0        None     Detchd        1920
## 31              6        Typ          0        None     Detchd        1920
## 33              7        Typ          0        None     Attchd        2007
## 34              6        Typ          1          Gd     Attchd        1959
## 35              6        Typ          1          Gd     Attchd        2005
## 36              9        Typ          1          Gd    BuiltIn        2004
## 37              6        Typ          0        None     Attchd        1995
## 38              5        Typ          1          TA     Attchd        1954
## 39              5        Typ          0        None     Detchd        1953
## 40              6        Typ          0        None       None           0
## 41              6        Typ          1          TA     Attchd        1965
## 42              5        Typ          2          Gd     Attchd        1959
## 45              6        Typ          0        None     Attchd        1959
## 46              6        Typ          1          Gd     Attchd        2005
## 47              6        Typ          1          Ex     Attchd        2003
## 48              7        Typ          0        None     Attchd        2006
## 49              8        Typ          0        None       None           0
## 50              6        Typ          0        None     Attchd        1966
## 52              6        Typ          1          Gd     Detchd        1985
## 53              5        Typ          0        None    CarPort        1963
## 54              5        Typ          1          Gd     Attchd        1981
## 55              6       Min1          1          TA     Detchd        1962
## 56              7        Typ          1          Gd     Attchd        1964
## 57              7        Typ          0        None     Attchd        1999
## 58              7        Typ          0        None     Attchd        2004
## 59             10        Typ          1          Gd    BuiltIn        2006
## 60              4        Typ          0        None     Detchd        1973
## 61              5        Typ          0        None     Detchd        2006
## 62              6        Typ          0        None     Detchd        1935
## 63              6        Typ          1          Gd     Attchd        2006
## 64              9        Typ          0        None     Detchd        1990
## 66              9        Typ          1          Gd    BuiltIn        2004
## 68              7        Typ          0        None     Attchd        2003
## 69              4        Typ          0        None     Attchd        1945
## 70              7        Typ          1          TA     Attchd        1953
## 71              8        Typ          2          Gd     Attchd        1973
## 72              4        Typ          0        None     Detchd        1987
## 73              7        Typ          1          TA     Attchd        1998
## 74              6        Typ          0        None     Attchd        1989
## 75              8        Typ          0        None     Detchd        1915
## 76              5        Typ          0        None    BuiltIn        1973
## 78              6       Min1          0        None     Detchd        1948
## 79              8        Typ          0        None       None           0
## 80              5        Typ          0        None     Detchd        1966
## 81              8        Typ          1          Gd     Attchd        1968
## 82              5        Typ          0        None     Attchd        1998
## 83              6        Typ          1          Gd     Attchd        2007
## 84              6        Typ          0        None     Detchd        1974
## 86              9        Typ          1          TA     Attchd        1991
## 87              6        Typ          1          Gd    BuiltIn        2005
## 88              4        Typ          0        None     Detchd        2009
## 89              6        Typ          0        None       None           0
## 90              5        Typ          0        None       None           0
## 91              4        Typ          0        None     Detchd        1950
## 92              6        Typ          0        None     Attchd        1961
## 93              5        Typ          0        None     Detchd        1921
## 94              9        Typ          1          Gd     Detchd        1900
## 95              7        Typ          0        None     Attchd        1997
## 97              6        Typ          0        None     Attchd        1999
## 98              6        Typ          0        None     Attchd        1965
## 99              5        Typ          0        None    Basment        1920
## 100             6        Typ          0        None       None           0
## 102             7        Typ          1          TA     Attchd        1985
## 103             8        Typ          0        None     Attchd        1979
## 104             6        Typ          0        None     Attchd        2009
## 106             9        Typ          1          Gd     Attchd        2003
## 107             6        Typ          0        None     Detchd        1954
## 108             5        Typ          0        None     Detchd        1948
## 109             7        Typ          0        None       None           0
## 110             7        Typ          1          TA     Attchd        1977
## 111             7        Typ          0        None     Attchd        1954
## 113            10        Typ          1          Gd    BuiltIn        2007
## 115             9        Typ          1          TA     Detchd        1945
## 116             5        Typ          1          Fa     Detchd        1999
## 118             5        Typ          0        None     Attchd        2007
## 119            11        Typ          2          TA     Attchd        1990
## 120             8        Typ          1          Gd     Attchd        2005
## 122             4        Typ          0        None     Detchd        1979
## 123             5        Typ          0        None     Attchd        1958
## 124             5        Typ          0        None     Attchd        1993
## 125             7        Typ          1          TA     Attchd        1979
## 126             5        Typ          0        None       None           0
## 128             5        Typ          1          TA       None           0
## 129             6        Typ          1          Fa     Attchd        1966
## 130             6        Typ          0        None     2Types        1998
## 131             8        Typ          2          Gd     Attchd        1966
## 133             7        Typ          0        None     Detchd        1974
## 135             7       Min1          1          TA     Attchd        1968
## 136             7        Typ          1          Gd     Attchd        1970
## 138             9        Typ          0        None     2Types        1989
## 139             7        Typ          2          TA     Attchd        1999
## 140             7        Typ          0        None     Attchd        1997
## 141             5        Typ          1          Po       None           0
## 142             7        Typ          0        None     Attchd        2005
## 143             6        Typ          0        None     Detchd        2000
## 144             6        Typ          0        None     Attchd        1999
## 145            10        Typ          0        None     Detchd        1963
## 146             7       Maj1          0        None     Detchd        2004
## 147             5        Typ          0        None     Detchd        1931
## 149             6        Typ          0        None       None           0
## 151             5        Typ          0        None     Attchd        1975
## 152             6        Typ          1          Gd     Attchd        2007
## 155             7        Typ          0        None     Detchd        1923
## 156             5        Typ          0        None       None           0
## 157             5        Typ          0        None     Detchd        1950
## 158             8        Typ          1          Gd    BuiltIn        2009
## 159             8        Typ          1          Gd     Attchd        2004
## 160             9        Typ          1          Gd     Attchd        2006
## 162            10        Typ          2          Gd    BuiltIn        2003
## 163             7        Typ          1          Gd     Attchd        2005
## 164             4        Typ          0        None       None           0
## 165             5        Typ          0        None     Detchd        1926
## 166             6        Typ          0        None       None           0
## 168             8        Typ          1          Gd     Attchd        2007
## 169             7        Typ          1          Gd     Attchd        2004
## 172             7        Typ          2          Gd     Attchd        1960
## 173             5        Typ          1          TA     Attchd        1987
## 174             6        Typ          1          TA     Attchd        1961
## 175             7       Min2          1          TA     Attchd        1986
## 176             7        Typ          1          Gd     Attchd        1950
## 177             8        Typ          1          TA     Attchd        1988
## 179             9        Typ          1          Gd     Attchd        2009
## 180             5        Typ          0        None     Detchd        1935
## 182             9        Typ          1          Gd     Detchd        1920
## 183             7        Typ          1          Gd     Attchd        1957
## 184             6        Mod          0        None     Detchd        2003
## 185             5        Typ          0        None     Attchd        1986
## 186            12        Typ          2          TA     Detchd        1993
## 188             8       Min2          0        None     Detchd        1916
## 189             6        Typ          2          TA     Detchd        1979
## 190             5        Typ          1          Gd     Attchd        2001
## 191            10       Maj1          2          TA     Detchd        1932
## 193             6        Typ          0        None     Attchd        1999
## 194             7       Maj1          0        None     Detchd        2004
## 195             5        Typ          0        None     Detchd        1989
## 196             7        Typ          1          TA     Attchd        1976
## 197             8        Typ          1          Gd     Attchd        2007
## 198             8        Typ          1          Ex     Detchd        1918
## 199             8        Typ          0        None       None           0
## 200             7        Typ          1          Gd     Attchd        2004
## 201             5        Typ          0        None     Attchd        2003
## 202             6        Typ          2          Fa     Detchd        1980
## 203             6       Min1          0        None     Attchd        1924
## 205             5        Typ          0        None     Detchd        1948
## 206             5        Typ          0        None     Attchd        1990
## 207             8       Min2          1          TA     Attchd        1962
## 210             6        Typ          0        None     Attchd        1964
## 211             5        Typ          0        None       None           0
## 212             6        Typ          0        None     Attchd        2009
## 213             7        Typ          1          TA     Attchd        2009
## 214             5        Typ          0        None     Attchd        1996
## 216             6       Min1          1          Fa     Attchd        1957
## 217             8        Typ          0        None     Attchd        2004
## 218             8        Typ          0        None     Detchd        1940
## 220             5        Typ          0        None     Attchd        2005
## 221             5        Typ          0        None     Attchd        2006
## 223             6        Typ          1          TA     Attchd        1975
## 224             4        Typ          0        None     Detchd        1989
## 225             8        Typ          1          Ex     Attchd        2003
## 226             6        Typ          0        None     Detchd        1991
## 227             9        Typ          1          TA     Attchd        1995
## 228             5        Typ          0        None     Detchd        1987
## 229             5        Typ          1          Fa     Detchd        1974
## 230             7        Typ          1          TA     Attchd        2005
## 231             6        Typ          0        None     Attchd        1959
## 232             9        Typ          1          TA     Attchd        1995
## 233             5        Typ          1          Po     Attchd        1972
## 234             5        Typ          0        None     Attchd        1976
## 236             5        Typ          0        None     Detchd        1971
## 237             6        Typ          0        None     Attchd        2004
## 239             7        Typ          0        None     Attchd        2007
## 240             7        Typ          1          Gd     Detchd        1949
## 241             7        Typ          0        None     Attchd        2008
## 242             4        Typ          0        None       None           0
## 243             6        Typ          0        None     Attchd        1940
## 244             6        Typ          1          TA     Attchd        1980
## 246             6        Typ          1          TA     Attchd        1988
## 247             9        Typ          0        None     Detchd        1910
## 248             5        Typ          1          TA     Attchd        1954
## 249             8        Typ          0        None     Attchd        2003
## 251             6        Mod          0        None       None           0
## 252             5        Typ          1          Gd     Attchd        2006
## 253             6        Typ          0        None     Attchd        2004
## 254             7       Min1          0        None     Attchd        1964
## 255             5        Typ          0        None     Attchd        1957
## 256             8        Typ          1          TA    BuiltIn        1999
## 257             7        Typ          0        None     Attchd        2003
## 258             8        Typ          1          Gd     Attchd        2006
## 259             7        Typ          1          TA     Attchd        2001
## 260             4        Typ          0        None     Detchd        1956
## 261             6        Typ          1          TA     Attchd        1991
## 262            10        Typ          1          Gd    BuiltIn        2007
## 263             6        Typ          1          TA     Attchd        1978
## 264             6        Typ          0        None     Detchd        1974
## 265             4        Typ          0        None     Detchd        1965
## 266             7        Typ          1          TA     Attchd        1981
## 267             8        Typ          1          TA     Attchd        1997
## 268             8        Typ          1          Gd     Detchd        1939
## 269             4        Typ          1          Gd     Detchd        1966
## 271             8        Typ          1          Gd     Attchd        2006
## 272             5        Mod          2          TA     Attchd        1954
## 273             9        Typ          1          Gd     Attchd        1999
## 274             6       Min1          1          Gd     Attchd        1958
## 275             5        Typ          0        None     Attchd        1982
## 276             5        Typ          0        None     Detchd        1978
## 277             7        Typ          0        None     Attchd        2003
## 278             4        Typ          0        None     Detchd        1951
## 279             8        Typ          1          Ex     Attchd        2007
## 280             8        Typ          1          TA     Attchd        1977
## 281             7        Typ          1          TA     Attchd        1989
## 282             5        Typ          0        None     Attchd        2006
## 283             6        Typ          1          Gd     Attchd        2008
## 284             6        Typ          1          Gd     Attchd        2008
## 285             5        Typ          0        None     Attchd        1992
## 286             5        Typ          0        None     Detchd        2006
## 287             7        Typ          1          Gd     Attchd        1962
## 290             7        Typ          0        None     Detchd        2003
## 291             8        Typ          1          Gd     Attchd        2006
## 292             9        Typ          0        None       None           0
## 293             8       Min2          1          Gd     Attchd        1949
## 295             7        Typ          2          Gd     Attchd        1953
## 296             6        Typ          0        None     Detchd        1984
## 297             6        Typ          0        None     Attchd        1950
## 298             7        Typ          1          TA     Detchd        1997
## 299             7        Typ          1          Gd     Attchd        1968
## 300             6        Typ          1          Gd     Attchd        1950
## 301             5        Typ          2          Gd     Attchd        1953
## 302             9        Typ          1          TA    BuiltIn        1998
## 303             6        Typ          1          TA     Attchd        2001
## 304             5        Typ          0        None     Attchd        1975
## 305            10        Typ          1          Ex     Attchd        2003
## 306             8        Typ          0        None     Attchd        2004
## 307             8        Typ          1          TA     Attchd        1990
## 310             8        Typ          3          Ex     Attchd        2003
## 312             5        Typ          1          Gd     Detchd        1948
## 313             5        Typ          1          Gd     Detchd        1939
## 314             8        Typ          2          Gd     Attchd        1965
## 315             6        Typ          1          Gd     Detchd        1925
## 316             6        Typ          1          Gd     Attchd        2004
## 317            10        Typ          1          TA     Attchd        1983
## 318             8        Typ          1          Gd     Attchd        2006
## 319             9        Typ          1          TA     Attchd        1993
## 321             9        Typ          0        None     Attchd        2006
## 322            10        Typ          1          Gd    BuiltIn        2004
## 323             8        Typ          1          TA     Attchd        1987
## 324             6        Typ          0        None     Attchd        1955
## 325            11        Typ          1          Gd    BuiltIn        1961
## 326             5        Typ          0        None     Detchd        1941
## 327             6        Typ          2          Gd     Attchd        1993
## 328             7        Typ          0        None     Attchd        1960
## 330             6        Typ          0        None     Detchd        1920
## 332             6        Typ          0        None     Attchd        1958
## 333             7        Typ          1          Gd     Attchd        2003
## 334             6        Typ          1          Gd     Attchd        2004
## 335             7        Typ          2          TA     Attchd        1998
## 337             8        Typ          1          Gd     Attchd        2005
## 338             7        Typ          0        None     Attchd        2002
## 339             8        Typ          0        None     Attchd        1984
## 340             6        Typ          0        None     Attchd        1958
## 341             9        Typ          0        None     Attchd        2002
## 342             4        Typ          0        None    CarPort        1950
## 344             6        Typ          1          Ex     Attchd        2005
## 345             4        Typ          0        None     Attchd        1976
## 346             6        Typ          1          Gd     Detchd        1939
## 349             6        Typ          0        None    BuiltIn        2003
## 350            10        Typ          2          Ex     Attchd        2006
## 351             6        Typ          1          Gd     Attchd        2007
## 353             5        Typ          0        None     Detchd        1941
## 354             5        Typ          0        None     Detchd        2005
## 355             6        Typ          2          Gd     Attchd        1940
## 356             6        Typ          0        None     Attchd        1995
## 358             6        Typ          1          Po     Attchd        1976
## 359             6       Min2          0        None    BuiltIn        1958
## 360             7        Typ          1          TA     Attchd        1998
## 363             7        Typ          1          Ex    BuiltIn        2003
## 364             5        Typ          0        None     Detchd        1972
## 366             6        Typ          0        None     Detchd        1964
## 368             6        Typ          1          Gd    Basment        1962
## 369             7        Typ          1          Gd     Attchd        1954
## 372             7       Min2          1          Gd     Detchd        1991
## 373             4        Typ          0        None     Attchd        1984
## 374             5       Min2          0        None     Attchd        1953
## 375             8        Typ          1          Gd    BuiltIn        2003
## 377             5        Typ          0        None     Detchd        1998
## 378             8        Typ          1          Gd     Attchd        2004
## 379             8        Typ          1          Ex     Attchd        2010
## 380             7        Typ          1          TA     Attchd        2000
## 381             6        Typ          1          Gd     Detchd        1924
## 382             5        Typ          1          Gd     Attchd        2006
## 383             8        Typ          0        None     Attchd        2006
## 384             5        Typ          0        None     Detchd        1950
## 386             6        Typ          1          TA     Attchd        2004
## 387             8        Typ          0        None       None           0
## 388             6        Typ          1          Fa     Detchd        1977
## 389             6        Typ          0        None     Attchd        1999
## 390             9        Typ          1          Ex    BuiltIn        2008
## 391             7        Typ          0        None     Detchd        1978
## 392             7        Typ          1          TA    BuiltIn        2001
## 395             5        Typ          0        None     Detchd        1940
## 396             6        Typ          0        None     Attchd        1956
## 397             6        Typ          0        None     Detchd        1985
## 398             8        Typ          1          TA     Attchd        1962
## 399             6       Maj2          0        None     Detchd        1920
## 400             7        Typ          0        None     Attchd        2007
## 401             4        Typ          2          Gd     Attchd        1996
## 402             6        Typ          1          Gd     Attchd        2005
## 403             4        Typ          0        None     Detchd        1940
## 404            10        Typ          1          TA    BuiltIn        1998
## 407             6       Maj2          0        None     Detchd        1936
## 408             8        Typ          0        None     Attchd        1960
## 409             9        Typ          1          Gd     Attchd        2006
## 410             8        Typ          1          Gd     Attchd        2008
## 411             5        Mod          0        None     Attchd        1958
## 412             5        Typ          0        None     Attchd        1955
## 414             5        Typ          1          Gd     Detchd        1927
## 415             9        Typ          1          TA     Attchd        1993
## 416             6        Typ          0        None     Attchd        2007
## 417             6        Typ          1          TA     Attchd        1978
## 418            10        Typ          1          Gd     Detchd        1918
## 419             7        Typ          0        None     Detchd        1940
## 420             6        Typ          1          Fa     Attchd        1968
## 421             8        Typ          0        None     Attchd        1997
## 423             4        Typ          0        None     Attchd        1954
## 424             8        Typ          1          TA     Attchd        1998
## 425             6        Typ          1          Gd     Attchd        1956
## 426             6        Typ          2          Gd     Detchd        1947
## 428             5        Typ          0        None     Detchd        1964
## 429             6        Typ          0        None     Attchd        2007
## 430             6        Typ          1          TA     Attchd        1988
## 431             4        Typ          0        None     Detchd        1971
## 432             7        Typ          0        None       None           0
## 433             6       Min1          0        None     Detchd        1971
## 434             7        Typ          1          TA     Attchd        1997
## 435             3        Typ          0        None       None           0
## 436             6        Typ          1          TA     Attchd        1996
## 437             6        Typ          0        None     Detchd        1990
## 438             4        Typ          0        None     Detchd        1926
## 439             4        Typ          1          Gd     Detchd        1990
## 440             7        Typ          0        None     Detchd        2005
## 441            10        Typ          2          Gd     Attchd        2008
## 442             8        Typ          0        None       None           0
## 443             8        Typ          1          Gd     Detchd        1930
## 444             6        Typ          1          Gd     Attchd        2007
## 445             8        Typ          1          TA     Attchd        1994
## 446             7        Typ          1          Gd     Attchd        1956
## 447             6        Mod          1          Gd     Attchd        1966
## 449             7        Typ          1          Gd     Detchd        1937
## 450             6        Typ          0        None     Detchd        1981
## 451             5        Typ          0        None     Detchd        1932
## 452             5        Typ          2          TA     Attchd        1975
## 454             6        Typ          0        None     Attchd        2008
## 455             8        Typ          0        None     Detchd        1976
## 456             6        Typ          1          TA     Attchd        1973
## 457             7        Typ          0        None     Detchd        1916
## 461             8        Typ          0        None    BuiltIn        2009
## 462             6        Typ          0        None     Detchd        1971
## 463             5        Typ          1          Po     Detchd        1965
## 464             6        Typ          1          Gd     Detchd        1939
## 465             5        Typ          0        None       None           0
## 467             5        Typ          1          Po     Attchd        1970
## 468             7        Typ          2          Gd     Attchd        1942
## 469             7        Typ          1          Gd     Attchd        2006
## 470             7        Typ          0        None     Attchd        1993
## 472             8        Typ          1          Gd     Attchd        1977
## 473             5        Typ          0        None    Basment        2005
## 474             7        Typ          1          Ex     Attchd        2006
## 475             6        Typ          0        None     Attchd        2000
## 476             5        Typ          0        None     Detchd        1996
## 477             7        Typ          1          TA     Attchd        1997
## 478             9        Typ          1          Gd    BuiltIn        2006
## 479             7        Typ          1          Gd     Attchd        2007
## 480             7        Typ          0        None     Detchd        1995
## 481             8        Typ          1          Gd     Attchd        2004
## 482             6        Typ          1          Gd     Attchd        2003
## 483             7       Min2          1          Gd     Attchd        1915
## 484             5        Typ          0        None     Attchd        1998
## 486             5        Typ          1          Gd     Attchd        1950
## 487             6        Typ          0        None     Attchd        1965
## 488             7        Typ          1          TA     Attchd        1971
## 489            10        Mod          1          Gd     Attchd        1970
## 490             3        Typ          0        None     Attchd        1970
## 492             5        Typ          2          TA     Attchd        1941
## 493             8        Typ          0        None     Attchd        2006
## 494             6        Typ          1          Fa     Detchd        1964
## 495             4        Typ          0        None     Attchd        1938
## 496             4        Typ          0        None       None           0
## 498             8        Typ          0        None     Detchd        1925
## 499             5        Typ          0        None     Attchd        1967
## 500             5        Typ          0        None     Attchd        1958
## 501             7        Typ          0        None     Detchd        1973
## 502             7        Typ          0        None     Attchd        2005
## 503             6        Typ          0        None     Detchd        1965
## 504             6        Typ          2          TA     Attchd        1959
## 505             6        Typ          1          Fa     Attchd        1974
## 506            10        Typ          0        None     Detchd        1952
## 507             8        Typ          1          TA     Attchd        1993
## 508             4        Typ          0        None     Attchd        2009
## 509             7        Typ          1          Gd     Detchd        1928
## 510             6        Typ          0        None     Attchd        1959
## 511             6       Min1          2          TA    CarPort        1951
## 512             6        Typ          1          Gd     Attchd        2005
## 513             5        Typ          0        None     Detchd        1964
## 514             5        Typ          0        None     Attchd        1983
## 515             5        Typ          0        None     Detchd        1926
## 516             9        Typ          1          Gd     Attchd        2009
## 518             7        Typ          1          TA     Attchd        1996
## 520             9        Typ          2          Gd     Detchd        1926
## 521             7        Typ          0        None       None           0
## 522             6        Typ          2          Gd     Attchd        1957
## 523             7        Typ          2          Gd     Detchd        1950
## 525             8        Typ          1          TA     Attchd        1996
## 526             6        Typ          1          TA     Attchd        2005
## 527             4        Typ          0        None     Attchd        1956
## 528            11        Typ          1          Gd     Attchd        2008
## 529             5        Typ          0        None       None           0
## 531             5        Typ          1          Fa     Attchd        1988
## 532             6        Typ          0        None     Detchd        1920
## 533             5        Mod          1          Po     Detchd        1967
## 534             2        Typ          0        None       None           0
## 535             6        Typ          1          Gd     Attchd        2004
## 536             5        Typ          0        None       None           0
## 537             8        Typ          0        None     Attchd        1998
## 541             8        Typ          1          Gd     Attchd        2006
## 543             7       Maj1          1          TA     Attchd        1998
## 544             4        Typ          0        None     Attchd        1998
## 545             7        Typ          1          Gd     Attchd        2006
## 547             6        Typ          1          Gd     Detchd        1950
## 548             5        Typ          0        None     Detchd        1987
## 549             4        Typ          0        None     Detchd        1963
## 550             8        Typ          1          Gd    BuiltIn        2003
## 551             4        Typ          0        None     Attchd        1977
## 552             5        Typ          0        None     Attchd        1957
## 553             7        Typ          1          Gd     Attchd        2006
## 554             5        Typ          0        None     Detchd        2002
## 555             8        Typ          1          Gd    BuiltIn        2003
## 556             5        Typ          1          Gd     Detchd        1922
## 557             6        Typ          1          TA     Attchd        1957
## 558             7        Typ          0        None    CarPort        1994
## 559             6        Typ          1          TA     Attchd        1996
## 562             6        Typ          1          TA     Attchd        1975
## 563             6        Typ          1          Gd       None           0
## 564             8        Typ          1          Gd     Detchd        1955
## 566             6        Typ          0        None     Detchd        1920
## 567            11        Typ          1          Gd    BuiltIn        2005
## 568             7        Typ          0        None     Attchd        2004
## 569             5       Min2          1          Gd    BuiltIn        1983
## 571            10        Typ          0        None     Detchd        1987
## 572             4        Typ          0        None     Attchd        1959
## 573             6        Typ          0        None     Attchd        2009
## 574             8        Typ          1          TA    BuiltIn        2000
## 575             5        Typ          0        None    BuiltIn        1971
## 576             6        Typ          0        None     Detchd        1947
## 577             6        Typ          1          Gd     Detchd        1928
## 578             6        Typ          2          Fa     Attchd        1966
## 579             5        Typ          0        None     Detchd        2007
## 580             7        Typ          0        None     Attchd        1954
## 582             8        Typ          1          Gd     Attchd        2009
## 583             5        Typ          0        None       None           0
## 584             9        Typ          1          Gd     Detchd        1988
## 585             6        Typ          0        None     Detchd        1935
## 586             7        Typ          2          Gd     Attchd        2005
## 587             5        Typ          0        None     Detchd        1961
## 588             4        Typ          0        None     Detchd        1996
## 589             5        Typ          2          Gd     Attchd        1968
## 590             4        Typ          0        None     Detchd        1988
## 591             6        Typ          0        None     Attchd        2004
## 592            10        Typ          1          Gd    BuiltIn        2008
## 593             4        Typ          0        None     Detchd        1985
## 595             5        Typ          0        None     Detchd        1981
## 596             7        Typ          1          TA     Attchd        2005
## 597             7        Typ          0        None     Detchd        1930
## 598             7        Typ          1          Gd     Attchd        2006
## 599             7        Typ          1          TA     Attchd        1977
## 600             6        Typ          1          TA     Attchd        1980
## 601             8        Typ          1          Gd    BuiltIn        2003
## 602             6        Typ          1          Gd     Detchd        1979
## 603             8        Typ          1          TA     Attchd        1992
## 604             4        Typ          0        None     Detchd        2004
## 605             6        Typ          1          TA     Attchd        2002
## 606             7        Typ          3          Fa     Attchd        1965
## 607             6        Typ          0        None     Detchd        2000
## 608             8        Typ          0        None     Attchd        1948
## 609            10        Typ          2          Gd    Basment        1934
## 610             5        Typ          0        None     Attchd        1961
## 614             6        Typ          0        None       None           0
## 615             3        Typ          0        None       None           0
## 616             6        Typ          0        None     Attchd        1963
## 618             4        Typ          0        None     Detchd        1962
## 619             9        Typ          1          Gd     Attchd        2007
## 620            10        Typ          2          Gd     Attchd        2003
## 621             5        Typ          0        None       None           0
## 622             9        Typ          1          TA     Attchd        1974
## 623             6        Typ          0        None     Detchd        1986
## 625             8       Min2          1          TA     Attchd        1972
## 626             5        Typ          0        None     Attchd        1962
## 628             7        Typ          2          Gd    Basment        1955
## 629             9        Typ          2          TA     Attchd        1969
## 630             6        Typ          0        None     Attchd        1964
## 631             8        Typ          0        None     Detchd        1937
## 632             6        Typ          1          Gd     Attchd        2006
## 633             6        Typ          1          TA     Attchd        1977
## 634             6        Typ          0        None     Attchd        1954
## 635             4        Typ          0        None     Detchd        1980
## 636            14        Typ          0        None       None           0
## 637             4       Maj1          1          Po       None           0
## 638             7        Typ          0        None    BuiltIn        1954
## 639             4        Typ          0        None       None           0
## 640             7        Typ          1          Gd     Attchd        2006
## 641             6        Typ          1          Gd     Attchd        2003
## 643             9        Typ          3          TA     Attchd        1972
## 644             7       Min1          0        None     Attchd        1969
## 645             7        Typ          1          Gd     Attchd        2009
## 647             7       Min1          0        None     Detchd        1950
## 648             5        Typ          2          Gd     Attchd        1953
## 649             7        Typ          1          TA     Attchd        1966
## 650             3        Typ          0        None       None           0
## 651             7        Typ          0        None     Attchd        2007
## 652             7        Typ          1          Gd     Detchd        1940
## 653             7        Typ          1          TA     Attchd        1996
## 654             7        Typ          0        None     Detchd        1906
## 655             7        Typ          1          TA     Attchd        1995
## 656             6        Typ          0        None     Detchd        1971
## 657             5        Typ          0        None     Attchd        1959
## 658             6        Typ          1          Gd     Attchd        1931
## 659             6        Typ          1          Gd     Attchd        1948
## 660             7        Typ          0        None     Detchd        1968
## 662             8        Typ          1          TA     Attchd        1994
## 663             5       Maj2          2          TA     Attchd        1968
## 664             6        Typ          0        None     Detchd        1974
## 665             8        Typ          1          Ex     Attchd        2005
## 666             7        Typ          1          TA     Attchd        2000
## 668             7        Typ          1          Fa     Attchd        1994
## 670             5        Typ          1          Gd     Detchd        1922
## 671             7        Typ          0        None     Attchd        2005
## 672             6        Typ          0        None     Detchd        1930
## 674             7        Typ          2          TA     Attchd        1957
## 675             5        Typ          1          Gd     Attchd        1965
## 676             7        Typ          1          TA     Attchd        1978
## 677             8       Min2          0        None     2Types        1920
## 678             5        Typ          0        None     Detchd        1924
## 679             7        Typ          1          Gd     Attchd        2008
## 681             5        Typ          1          TA     Attchd        1980
## 682             6        Typ          0        None     Detchd        1968
## 684             7        Typ          1          TA     Attchd        2002
## 685             7        Typ          0        None     Attchd        1998
## 687             7        Typ          0        None     Attchd        2007
## 689             7        Typ          1          Gd     Attchd        2007
## 690             6        Typ          1          Gd     Attchd        2005
## 692            10        Typ          2          Ex     Attchd        1994
## 693             9        Typ          2          Gd     Attchd        1989
## 694             4        Typ          0        None     Detchd        1968
## 695             5        Typ          0        None     Detchd        1995
## 696             5        Typ          1          TA     Attchd        1987
## 697             4        Typ          0        None     Detchd        1921
## 698             6        Typ          0        None     Detchd        1952
## 699             5        Typ          1          Gd     Detchd        1973
## 700             5        Typ          0        None     Attchd        2004
## 701             7        Typ          1          Gd     Attchd        2002
## 702             6        Typ          0        None     Attchd        1969
## 703            10        Typ          1          Gd    BuiltIn        2006
## 704             8        Typ          1          Po     Detchd        1999
## 705             7        Typ          0        None     Attchd        2004
## 706             7        Mod          0        None       None           0
## 708             6        Typ          1          Gd     Attchd        2006
## 709             8        Typ          1          Gd     Attchd        2007
## 711             5       Maj2          0        None       None           0
## 712             7        Typ          0        None     Detchd        1964
## 713             5        Typ          1          Gd     Attchd        1988
## 714             6        Typ          0        None     Detchd        1970
## 716             7        Typ          1          TA     Attchd        1974
## 717             8        Typ          0        None     Detchd        1996
## 718             5        Typ          1          Fa     Attchd        1973
## 719             9        Typ          1          TA     Attchd        1993
## 720             5        Typ          1          Po     Attchd        1969
## 723             5        Typ          0        None     Detchd        1994
## 724             7        Typ          0        None     Detchd        1958
## 725             8        Typ          1          Gd     Attchd        2007
## 726             5        Typ          0        None     Detchd        1989
## 728             6        Typ          0        None     Attchd        2007
## 729             9        Typ          0        None     Detchd        1968
## 730             5        Typ          0        None     Detchd        1962
## 731             5        Typ          1          TA     Attchd        1995
## 732             6        Typ          1          Gd     Attchd        2003
## 733             8        Typ          1          TA     Attchd        1998
## 734             6        Typ          1          TA     Attchd        1961
## 736             6        Typ          2          TA     Detchd        1914
## 737             6        Typ          0        None     Detchd        1949
## 738             8        Typ          1          Gd     Attchd        2005
## 739             5        Typ          0        None       None           0
## 740             7        Typ          0        None     Attchd        2004
## 741             7        Typ          0        None     Detchd        1910
## 742             5        Typ          0        None     Detchd        1962
## 743             6        Typ          0        None     Attchd        2000
## 744             6       Min2          1          TA     Attchd        1997
## 745             5        Typ          1          TA     Attchd        1993
## 748             8        Typ          1          Gd     Detchd        1950
## 749             7        Typ          1          TA     Attchd        1996
## 750             9        Mod          0        None     Detchd        1945
## 751             7       Min2          0        None       None           0
## 753             6        Typ          0        None     Attchd        1997
## 754             8        Typ          1          Gd     Attchd        2005
## 755             5        Typ          0        None     Detchd        1969
## 756             6        Typ          0        None     Detchd        1999
## 757             7        Typ          0        None     Attchd        2007
## 759             6        Typ          0        None     Detchd        1999
## 760             9        Typ          1          TA     Attchd        1995
## 761             5        Typ          0        None     Detchd        2008
## 762             5       Min1          0        None     Detchd        1965
## 763             7        Typ          0        None     Attchd        2009
## 764             8        Typ          1          Gd     Attchd        1999
## 765             6        Typ          1          Gd     Attchd        1995
## 766             6        Typ          1          Gd     Attchd        2008
## 767             7        Typ          1          TA     Attchd        1988
## 768             7        Mod          0        None     Attchd        1989
## 769             8        Typ          1          Gd     Attchd        2004
## 770            12        Mod          1          Gd    BuiltIn        2003
## 772             6        Typ          0        None     Detchd        1951
## 773             6        Typ          1          TA     Detchd        1976
## 774             5        Typ          0        None     Attchd        1958
## 775             9        Typ          1          Gd     Attchd        2006
## 776             5        Typ          0        None     Attchd        1998
## 777             7        Typ          0        None     Attchd        2005
## 778             5        Typ          1          Fa     Attchd        1974
## 779            10        Typ          2          TA     Detchd        1977
## 780             4        Typ          0        None     Attchd        1977
## 781             6        Typ          1          TA     Attchd        1995
## 782             7        Typ          0        None     Attchd        1992
## 783             6        Typ          0        None     Attchd        2001
## 785             9        Typ          1          Gd       None           0
## 787             7        Typ          0        None     Detchd        1961
## 788             8        Typ          0        None    BuiltIn        2004
## 789             4        Typ          0        None     Detchd        1954
## 791             5        Typ          1          Gd     Attchd        2005
## 793             8        Typ          1          TA     Attchd        1997
## 794             7        Typ          0        None     Attchd        2007
## 796             7        Typ          1          TA     Attchd        1980
## 797             7        Typ          1          TA     Attchd        1977
## 798             4        Typ          0        None     Attchd        1953
## 799            11        Typ          2          Gd    BuiltIn        2009
## 800             7        Typ          2          TA     Detchd        1939
## 801             8        Typ          0        None     Attchd        1997
## 802             5        Typ          0        None     Detchd        1957
## 803             7        Typ          1          Gd     Attchd        2005
## 804            12        Typ          1          Gd    BuiltIn        2009
## 805             5       Min1          0        None     Attchd        1954
## 806             6        Typ          0        None     Attchd        2008
## 807             6        Typ          0        None     Attchd        1967
## 808             6        Typ          1          TA     Attchd        1923
## 809             6        Typ          1          Gd     Attchd        1966
## 810            11        Typ          0        None     Detchd        1910
## 811             5        Typ          1          Fa     Attchd        1974
## 813             4        Typ          0        None    Basment        1952
## 814             7        Typ          0        None     Attchd        1958
## 815             7        Typ          0        None     Detchd        1955
## 816             6        Typ          0        None     Attchd        1998
## 819             6        Typ          0        None     Attchd        1971
## 820             6        Typ          1          Gd     Attchd        2010
## 821             6        Typ          0        None     Attchd        2003
## 822             4       Min2          0        None     Detchd        1974
## 824             7        Typ          1          Gd     Detchd        1940
## 825             7        Typ          1          Gd     Attchd        2006
## 826             7        Typ          1          Gd     Attchd        2007
## 827             5        Typ          0        None       None           0
## 828             6        Typ          1          TA     Attchd        2001
## 830             4        Typ          0        None     Detchd        2005
## 831             6        Typ          2          Gd     Attchd        1957
## 832             4        Typ          0        None     Detchd        2005
## 833             7        Typ          1          TA     Attchd        2003
## 834             6        Typ          0        None     Attchd        1964
## 835             6        Typ          0        None     Attchd        1961
## 836             4       Min2          0        None     Attchd        1996
## 837             5       Min2          0        None     Detchd        1948
## 838             5        Typ          0        None     Detchd        1973
## 839             6        Typ          0        None     Attchd        1999
## 840             6        Typ          0        None     Detchd        1946
## 842             8        Typ          1          Po     Detchd        1983
## 843             6        Typ          0        None     Attchd        1966
## 844            10        Typ          0        None       None           0
## 845             7        Typ          1          Gd     Detchd        1949
## 847             7        Typ          1          TA     Attchd        1993
## 848             5        Typ          1          Fa     Attchd        1972
## 849            10        Typ          1          Gd     Detchd        1908
## 850             7        Typ          1          TA     Attchd        1976
## 851             3        Typ          0        None     Attchd        2003
## 853             7        Typ          2          Gd     Detchd        1941
## 855             6        Typ          1          Gd     Attchd        1955
## 858             6        Typ          1          TA     Attchd        1994
## 859             6        Typ          1          TA     Attchd        1976
## 861             7        Typ          1          Gd     Detchd        1925
## 862             6        Typ          0        None     Attchd        1965
## 863             6        Typ          0        None     Attchd        1986
## 864             6        Typ          0        None     Attchd        1959
## 865             6        Typ          0        None     Attchd        2008
## 867             6        Typ          1          Gd     Attchd        2007
## 868             5        Typ          0        None     Attchd        1961
## 870             8        Typ          1          TA     Attchd        1993
## 871             5        Typ          0        None     Detchd        1962
## 872             7        Typ          0        None     Attchd        1998
## 873             5        Typ          0        None     Attchd        1953
## 874             6        Typ          1          Gd     Attchd        1949
## 875             5        Typ          0        None     Detchd        1941
## 876            11        Typ          1          Gd    BuiltIn        2007
## 877             5        Typ          0        None     Attchd        1963
## 878            10        Typ          1          Gd     Attchd        2004
## 879             6       Min2          0        None     Detchd        1987
## 881             5        Typ          0        None     Attchd        2005
## 882             7        Typ          1          TA     Attchd        1990
## 884            10        Typ          0        None     Detchd        1997
## 885             5        Typ          0        None     Attchd        1967
## 886             5        Typ          1          TA     Attchd        1999
## 887             8        Typ          0        None     Attchd        2005
## 888             8        Typ          0        None     Attchd        1955
## 889             8        Typ          1          TA     Attchd        1970
## 890             6        Typ          1          TA     Attchd        1953
## 891             6        Typ          1          Po     Detchd        2003
## 892             7        Typ          1          TA     Attchd        1978
## 893             6        Typ          0        None     Attchd        1963
## 895             8        Typ          0        None     Attchd        1979
## 896             8        Typ          1          TA     Attchd        1963
## 897             6        Typ          0        None     Detchd        1936
## 898            12        Typ          0        None     Detchd        1979
## 899            11        Typ          2          Gd     Attchd        2009
## 900             6        Typ          1          TA     Attchd        1961
## 902             5        Typ          0        None     Detchd        1968
## 903             8        Typ          1          Gd     Attchd        2003
## 904             7        Typ          1          Gd     Attchd        2006
## 906             6        Typ          0        None     Attchd        1954
## 907             8        Typ          1          Gd     Attchd        2006
## 908             6        Typ          1          Gd     Attchd        1936
## 910             8        Typ          1          Gd     Attchd        2005
## 911            12        Typ          0        None     Detchd        1960
## 913             6       Min1          0        None     Detchd        1925
## 914             8        Typ          0        None     2Types        1949
## 915             4        Typ          0        None     Detchd        2009
## 916             6        Typ          0        None     Attchd        1970
## 917             4        Typ          0        None     Detchd        1958
## 919             8        Typ          1          TA     Attchd        1991
## 920             6       Min1          1          TA     Attchd        1990
## 921             7        Typ          0        None     Attchd        1994
## 922             9        Typ          0        None       None           0
## 923             6        Typ          1          Gd     Attchd        2005
## 924             5        Typ          1          Fa     Attchd        1993
## 925             7        Typ          1          TA     Attchd        1980
## 927            10        Typ          1          Gd    BuiltIn        2003
## 931             7        Typ          0        None     Attchd        2007
## 932             5        Typ          0        None     Detchd        1965
## 933             8        Typ          1          Gd     Attchd        2006
## 934             6        Typ          0        None     Attchd        2004
## 935             9        Typ          1          Gd     Attchd        1960
## 936             5        Typ          0        None     Detchd        1953
## 937             5        Typ          0        None     Attchd        2003
## 938             8        Typ          1          Gd     Attchd        2005
## 939             7        Typ          0        None     Attchd        2006
## 941             8        Typ          0        None     Attchd        1976
## 943             8        Typ          0        None       None           0
## 944             8        Typ          0        None     Attchd        1967
## 946             7        Typ          0        None     Detchd        1963
## 947             6        Typ          1          TA     Attchd        1959
## 948             9        Typ          1          Gd     Attchd        2002
## 949             7        Typ          1          TA     Attchd        2002
## 950             5        Typ          1          TA     Attchd        1972
## 951             5        Typ          0        None     Detchd        1980
## 952             6        Typ          0        None     Detchd        1979
## 953             5        Typ          0        None     Detchd        1974
## 955             4        Typ          0        None       None           0
## 956             8        Typ          0        None     Attchd        1946
## 957             5        Typ          1          TA     Attchd        1980
## 958             6        Typ          0        None     Detchd        1977
## 959             6        Typ          0        None     Attchd        2003
## 960             6        Typ          0        None     Detchd        1999
## 961             4        Typ          0        None       None           0
## 963             7        Typ          1          TA     Detchd        1976
## 964             7        Typ          0        None     Attchd        2007
## 965             8        Typ          1          Gd    BuiltIn        2002
## 966             8        Typ          1          Gd     Attchd        2005
## 967             7       Min2          2          TA     Detchd        1940
## 969             6        Typ          0        None       None           0
## 970             6        Typ          0        None     Attchd        1958
## 971             6        Typ          0        None       None           0
## 972             6        Typ          0        None    BuiltIn        2003
## 973             5        Typ          1          TA     Attchd        1979
## 974             6        Typ          0        None     Attchd        2007
## 975             8        Typ          0        None     Detchd        1997
## 977             4        Typ          0        None       None           0
## 978             4        Typ          0        None     Attchd        2007
## 979             5        Typ          0        None     Detchd        1999
## 980             5        Typ          0        None     Detchd        1963
## 982             8        Typ          1          TA     Attchd        1998
## 983             6        Typ          1          Gd     Attchd        2007
## 985             8        Typ          0        None     Attchd        1977
## 986             5        Typ          0        None     Detchd        1950
## 987             5        Typ          0        None     Attchd        1950
## 988             8        Typ          1          Gd     Attchd        2010
## 990             6        Typ          0        None     Attchd        2006
## 991             7        Typ          1          TA     Attchd        1997
## 992             8        Typ          1          Gd     Attchd        1925
## 993             7        Typ          1          Fa     Attchd        1964
## 994             6        Typ          0        None     Attchd        2005
## 995             7        Typ          1          Gd     Attchd        2008
## 996             5        Typ          0        None     Detchd        1946
## 999             6        Typ          1          Gd     Detchd        1922
## 1000            6        Typ          0        None     Attchd        2006
## 1001            4       Min1          0        None     Detchd        1956
## 1002            4        Typ          0        None     Detchd        1920
## 1003            7        Typ          1          Gd     Attchd        2006
## 1005            7        Typ          1          Gd     Attchd        2005
## 1006            6        Typ          0        None     Attchd        1977
## 1008            6        Typ          0        None     Attchd        1970
## 1009            7        Typ          1          Gd     Attchd        2004
## 1010            7        Typ          0        None       None           0
## 1011            7        Typ          1          Gd     Attchd        1948
## 1012            8        Typ          0        None       None           0
## 1013            7        Typ          2          TA     Detchd        1923
## 1014            4       Maj2          0        None     Detchd        1956
## 1015            5        Typ          1          Gd     Detchd        1948
## 1016            6        Typ          0        None     Attchd        2001
## 1017            6        Typ          1          TA     Attchd        1996
## 1020            6        Typ          1          Gd     Attchd        2005
## 1021            5        Typ          0        None     Attchd        2005
## 1022            6        Typ          0        None     Attchd        2006
## 1023            6        Typ          0        None     Detchd        1957
## 1024            7        Typ          1          Gd     Attchd        2005
## 1026            5        Typ          0        None     Detchd        1980
## 1027            6        Typ          2          Gd     Attchd        1960
## 1028            7        Typ          1          Gd     Attchd        2008
## 1029            6        Typ          1          Gd     Attchd        1941
## 1030            7        Typ          0        None     Detchd        1972
## 1032           12        Typ          2          TA    Basment        1970
## 1035            5        Typ          1          Gd    Basment        1938
## 1037            6        Typ          1          Ex     Attchd        2008
## 1039            6        Typ          1          TA       None           0
## 1040            3        Typ          0        None     Attchd        1970
## 1041            8       Maj1          1          TA     Attchd        1957
## 1043            5        Typ          1          Gd     Attchd        2005
## 1044           10        Typ          1          Ex     Attchd        1990
## 1045            9        Typ          1          Gd     Attchd        1981
## 1047           11        Typ          1          Gd    BuiltIn        2005
## 1048            5        Typ          0        None     Detchd        1996
## 1049            9       Min1          1          TA     Attchd        1960
## 1050            6        Typ          0        None     Detchd        1946
## 1051            6        Typ          0        None     Attchd        2007
## 1052            6        Typ          1          Gd     Attchd        2007
## 1053            9        Typ          1          TA     Attchd        1964
## 1054            7       Min2          1          Gd    Basment        1957
## 1055            7        Typ          1          Gd     Attchd        2002
## 1056            7        Typ          1          TA     Attchd        1976
## 1057            6        Typ          1          Gd     Attchd        2005
## 1059           10        Typ          1          Gd     Attchd        2008
## 1061            6        Typ          0        None     Attchd        2001
## 1062            6        Typ          0        None     Detchd        1994
## 1063           10       Min2          0        None     Detchd        1945
## 1064            5        Typ          1          Gd     Detchd        1976
## 1066            7        Typ          0        None     Attchd        1996
## 1067            7        Typ          1          TA     Attchd        1993
## 1068            7        Typ          0        None     Attchd        1964
## 1069           10       Maj1          1          Gd     Attchd        1973
## 1070            4        Typ          0        None     Detchd        1985
## 1071            6        Typ          0        None     Attchd        1956
## 1072            8        Typ          0        None     Attchd        1968
## 1073            7        Typ          1          TA     Detchd        1954
## 1074            6        Typ          0        None     Attchd        1977
## 1075            5        Typ          0        None     Attchd        2006
## 1076            6        Typ          2          Gd     Attchd        1940
## 1077            7       Min1          1          TA     Attchd        1950
## 1079            3        Typ          1          Gd     Attchd        2004
## 1080            5        Typ          0        None     Attchd        1996
## 1081            5        Typ          0        None     Attchd        1971
## 1082            5        Typ          0        None     Attchd        1963
## 1083            6        Typ          1          Gd     Attchd        2002
## 1084            6        Typ          2          Gd     Attchd        1964
## 1086            5        Typ          0        None     Attchd        1992
## 1088            9        Typ          1          Gd     Attchd        2005
## 1089            7       Maj1          0        None     Detchd        2004
## 1090            4        Typ          1          Gd     Attchd        2005
## 1091            6        Typ          0        None     Detchd        1987
## 1092            4        Typ          0        None     Detchd        1999
## 1093            7        Typ          1          Gd     Detchd        1925
## 1094            6        Typ          0        None     Detchd        1977
## 1095            4        Typ          0        None     Attchd        1956
## 1096            6        Typ          1          Gd     Attchd        2006
## 1097            7        Typ          0        None       None           0
## 1099            6        Typ          0        None     Detchd        1936
## 1100            7        Typ          1          TA     Attchd        1978
## 1101            3        Typ          0        None     Detchd        1930
## 1102            5        Typ          0        None     Detchd        1981
## 1103            6        Typ          0        None     Attchd        1960
## 1104            6        Typ          1          Fa    BuiltIn        1954
## 1105            6        Typ          0        None     Detchd        1970
## 1106            9        Typ          2          TA     Attchd        1994
## 1107            6        Typ          1          TA     Attchd        1990
## 1108            9        Typ          1          Gd    BuiltIn        2006
## 1110            7        Typ          1          Gd     Attchd        2004
## 1112            8        Typ          1          Gd     Attchd        1976
## 1113            5        Typ          0        None     Detchd        1957
## 1114            6        Typ          0        None     Attchd        1953
## 1115            4        Typ          0        None     Detchd        1955
## 1116            7        Typ          1          Gd     Attchd        2007
## 1118            5        Typ          0        None     Attchd        1967
## 1119            6       Min2          0        None    BuiltIn        1958
## 1120            6        Typ          0        None     Attchd        1959
## 1121            6        Typ          1          Gd     Detchd        1920
## 1122            7        Typ          0        None     Attchd        2005
## 1124            4        Typ          0        None       None           0
## 1126            5        Typ          1          TA     Detchd        1977
## 1127            7        Typ          1          TA     Attchd        2007
## 1128            7        Typ          1          Gd     Attchd        2004
## 1129            8        Typ          1          Gd    BuiltIn        2004
## 1130            4        Typ          0        None     Detchd        1980
## 1131            7       Min2          2          TA     Detchd        1981
## 1132            5        Typ          0        None       None           0
## 1133            8        Typ          0        None     Detchd        1930
## 1134            8        Typ          1          TA     Attchd        1995
## 1135            7        Typ          1          TA     Attchd        1997
## 1136            5        Typ          1          Gd     Detchd        1926
## 1137            6        Typ          0        None     Attchd        1950
## 1138            6        Typ          0        None       None           0
## 1140            6       Maj1          1          Gd     Detchd        1972
## 1141            4        Typ          0        None     Detchd        1988
## 1143           11        Typ          1          TA    BuiltIn        2006
## 1145            5        Typ          0        None     Detchd        1941
## 1146            8        Typ          1          Gd     Detchd        1928
## 1148            7        Typ          1          Gd     Attchd        1941
## 1150            7        Typ          0        None     Detchd        1930
## 1151            4        Typ          1          Gd     Attchd        1950
## 1152            6        Typ          2          Gd     Attchd        1959
## 1153            6        Typ          1          Gd     Attchd        1956
## 1156            6        Typ          1          Fa     Attchd        1976
## 1157            6        Typ          1          Gd     Attchd        1965
## 1158            6        Typ          1          Gd     Attchd        2008
## 1159            7        Typ          0        None     Attchd        2008
## 1160            8        Typ          1          TA     Attchd        1974
## 1161            7        Typ          1          TA     Attchd        1978
## 1163            5        Typ          1          Po     Attchd        1968
## 1164            6        Typ          0        None    CarPort        1969
## 1166            7        Typ          0        None     Attchd        2009
## 1167            7        Typ          0        None     Attchd        2008
## 1168            7        Typ          1          TA     Attchd        2000
## 1169            7        Typ          2          TA    Basment        1935
## 1170           10        Typ          1          TA     Attchd        1995
## 1171            6        Typ          1          Po     Attchd        1977
## 1172            6        Typ          1          TA     Attchd        1958
## 1173            5        Typ          0        None     Detchd        2006
## 1174           12       Maj1          1          Gd       None           0
## 1175            9        Typ          1          Gd     Detchd        1932
## 1176            9        Typ          1          TA     Attchd        1992
## 1177            5        Typ          0        None     Attchd        1984
## 1179            7        Typ          1          Gd     Detchd        1921
## 1180            5       Min2          1          Gd       None           0
## 1182            5        Typ          1          Gd     Attchd        2008
## 1183           10        Typ          2          TA     Attchd        1996
## 1184            5        Typ          1          Gd     Detchd        1970
## 1185            5        Typ          2          TA     2Types        1963
## 1186            7        Typ          0        None     Attchd        1965
## 1187            7        Typ          0        None    CarPort        1920
## 1188            5        Typ          1          Fa     Attchd        1994
## 1189            7        Typ          0        None     Attchd        2002
## 1190            7        Typ          1          TA     Attchd        1999
## 1192            5        Typ          0        None     Detchd        1999
## 1193            6        Typ          0        None     Detchd        1925
## 1195            7        Typ          0        None     Attchd        1969
## 1196            8        Typ          0        None     Attchd        2005
## 1197            9        Typ          1          Gd    BuiltIn        2006
## 1198            7        Typ          1          Gd     Detchd        1916
## 1199            6        Typ          0        None     Attchd        2001
## 1200            6        Typ          1          Po     Attchd        1974
## 1201            5        Typ          0        None     Attchd        1972
## 1202            6        Typ          0        None     Attchd        1998
## 1203            5        Typ          1          Fa     Detchd        1960
## 1204            6        Typ          1          TA     Attchd        2000
## 1205            6        Typ          0        None     Attchd        1975
## 1206            7        Typ          1          TA     Attchd        1990
## 1208            7        Typ          0        None     Attchd        2003
## 1209            6        Typ          0        None     Detchd        1980
## 1210            8        Typ          1          Gd     Attchd        2006
## 1211            8        Typ          1          TA     Attchd        1992
## 1212            8        Typ          0        None    Basment        1988
## 1213            4        Typ          0        None     Attchd        1941
## 1215            6        Typ          0        None     Attchd        1962
## 1216            5        Typ          0        None     Detchd        1966
## 1217            8        Typ          0        None     Attchd        1978
## 1218            6        Typ          0        None     Attchd        2009
## 1219            3        Typ          0        None       None           0
## 1220            7        Typ          0        None       None           0
## 1221            5        Typ          0        None     Attchd        1964
## 1222            5        Typ          1          TA     Attchd        1968
## 1223            7        Typ          1          Gd     Attchd        1949
## 1224            7        Mod          0        None     Detchd        1951
## 1225            8        Typ          1          Gd     Attchd        2004
## 1226            6        Typ          0        None     Attchd        1958
## 1227            9        Typ          1          Gd    BuiltIn        2007
## 1228            5        Typ          0        None     Detchd        1992
## 1229            7        Typ          1          Gd     Attchd        2008
## 1230            7       Maj1          0        None    Basment        1960
## 1232            6        Typ          0        None     Attchd        1962
## 1233            6        Typ          0        None    CarPort        1962
## 1235            7        Typ          0        None       None           0
## 1236            9        Typ          0        None     Detchd        1914
## 1237            6        Typ          0        None    BuiltIn        2003
## 1238            8        Typ          1          Gd    BuiltIn        2004
## 1239            6        Typ          0        None     Detchd        2005
## 1240            6        Typ          1          Gd     Attchd        2006
## 1241            8        Typ          0        None     Attchd        2003
## 1242            7        Typ          0        None     Attchd        2007
## 1243            6        Typ          2          TA     Attchd        1974
## 1244            7        Typ          1          Gd     Attchd        2006
## 1246            7        Typ          1          TA    BuiltIn        1984
## 1247            6        Typ          0        None     Attchd        2005
## 1249            8        Typ          1          Gd     Detchd        1950
## 1250            6        Typ          0        None     Attchd        1950
## 1251            8        Typ          2          TA     Attchd        1968
## 1253            5        Typ          0        None     Attchd        1968
## 1255            7        Typ          1          Gd    BuiltIn        2003
## 1256            6        Typ          1          Gd     Detchd        1978
## 1257            7        Typ          1          TA     Attchd        1994
## 1258            4        Typ          0        None       None           0
## 1259            5        Typ          0        None     Attchd        2005
## 1260            6        Typ          0        None     Attchd        1969
## 1262            5        Typ          0        None     Attchd        1956
## 1264            8        Typ          1          Gd     Detchd        1940
## 1265            5        Typ          0        None     Attchd        1998
## 1266            6        Typ          0        None     Detchd        1999
## 1267            9        Typ          1          Gd     Detchd        1960
## 1268           10        Typ          1          Gd     Attchd        2009
## 1270            7        Typ          0        None     Attchd        1958
## 1274            5        Typ          1          Gd    Basment        1959
## 1275            8        Typ          1          Gd     Detchd        1985
## 1276           10        Typ          0        None     Detchd        1948
## 1279            7        Typ          1          Gd     Attchd        2002
## 1280            6        Typ          0        None     Detchd        1980
## 1281            6        Typ          0        None     Attchd        2002
## 1282            6        Typ          1          TA     Attchd        1990
## 1283            5        Typ          0        None     Detchd        1977
## 1284            8        Typ          0        None       None           0
## 1285           10       Min2          1          Gd     Detchd        1969
## 1286            6        Typ          1          Gd     Detchd        1939
## 1289            5        Typ          1          Ex     Attchd        2000
## 1290            8        Typ          1          Gd    BuiltIn        2006
## 1292            6        Typ          0        None     Detchd        1972
## 1293           11       Min2          0        None     Attchd        1985
## 1294            8        Typ          1          TA     Attchd        1976
## 1295            5        Typ          0        None     Detchd        1957
## 1296            5        Typ          0        None     Attchd        1968
## 1297            6        Typ          0        None     Attchd        1963
## 1298            5        Typ          0        None    Basment        2005
## 1300            6        Typ          0        None     Attchd        1959
## 1303            8        Typ          1          TA     Attchd        1994
## 1304            7        Typ          0        None     Attchd        2005
## 1305            7       Maj1          0        None     Detchd        2004
## 1306            6        Typ          2          Ex     Attchd        2006
## 1307            6        Typ          1          Gd     Attchd        2005
## 1308            5        Typ          0        None     Detchd        2000
## 1309            6        Typ          0        None     Attchd        1948
## 1311            7        Typ          2          TA     Attchd        1959
## 1312            6        Typ          0        None     Attchd        2005
## 1314           10        Typ          1          TA    BuiltIn        1999
## 1315            5        Typ          1          TA     Detchd        1956
## 1316            9        Typ          2          Gd     Attchd        1969
## 1317            8        Typ          1          Gd     Attchd        2008
## 1318            5        Typ          1          Gd     Attchd        2006
## 1320            5        Typ          0        None     Attchd        1954
## 1321            6        Typ          2          Gd     Attchd        1957
## 1323            8        Typ          1          TA     Attchd        1992
## 1324            5        Typ          0        None       None           0
## 1325            7        Typ          1          Gd     Attchd        2007
## 1326            5        Typ          0        None       None           0
## 1327            6        Typ          0        None       None           0
## 1328            5        Typ          1          Ex     Attchd        1982
## 1329            8        Mod          2          TA     Detchd        1920
## 1330            8        Typ          1          TA     Attchd        1998
## 1331            7        Typ          1          Gd     Attchd        2006
## 1332            6        Typ          0        None     Detchd        1976
## 1333            3        Typ          1          Gd     Detchd        1958
## 1334            6        Typ          0        None     Detchd        1951
## 1335            7       Min1          0        None     Attchd        1970
## 1336            6        Typ          1          TA     Attchd        1977
## 1337            8        Typ          0        None     Detchd        1973
## 1338            4        Typ          0        None       None           0
## 1339            8        Typ          0        None    BuiltIn        2002
## 1340            5        Typ          0        None     Attchd        1972
## 1341            5        Typ          0        None     Detchd        1974
## 1342            6        Typ          0        None     Detchd        2004
## 1344            9        Typ          1          TA     Detchd        1929
## 1345            8        Typ          1          TA     Attchd        2006
## 1346            5        Typ          0        None     Detchd        1997
## 1348            7        Typ          1          Gd     Attchd        2006
## 1350            8        Typ          0        None       None           0
## 1351           12        Typ          0        None     Detchd        1969
## 1352            8        Typ          1          Gd     Attchd        1962
## 1353            4        Typ          0        None     Detchd        1999
## 1354            9        Typ          1          Ex     Attchd        1996
## 1356            8        Typ          1          TA     Attchd        1968
## 1360            8        Typ          1          Gd     Attchd        2004
## 1361            8        Typ          0        None    BuiltIn        1998
## 1362            7        Typ          1          Gd     Attchd        2005
## 1364            6        Typ          1          Gd    BuiltIn        2007
## 1365            4        Typ          0        None     Detchd        2005
## 1367            7        Typ          0        None     Attchd        1999
## 1368            6        Typ          1          TA     Attchd        1977
## 1370            8        Typ          1          TA     Attchd        2003
## 1371            6        Typ          0        None     Detchd        1967
## 1372            8        Typ          1          TA    BuiltIn        1955
## 1373            8        Typ          1          TA     Detchd        1998
## 1375            9        Typ          1          Gd     Attchd        2005
## 1376            7        Typ          1          Gd     Attchd        2007
## 1377            4        Typ          0        None     Detchd        1925
## 1378            6       Min2          0        None     Detchd        1977
## 1379            5        Typ          0        None     Detchd        1973
## 1380            7        Typ          0        None    BuiltIn        2007
## 1381            5        Typ          0        None     Detchd        1938
## 1383            8        Typ          0        None     Detchd        1989
## 1385            6        Typ          0        None     Detchd        1939
## 1386            7        Typ          0        None     Detchd        1922
## 1387           12        Typ          2          TA     Attchd        1978
## 1388           10        Typ          1          Gd     Detchd        1916
## 1389            7        Typ          2          Gd     Attchd        2006
## 1390            6        Typ          1          Gd     Detchd        2003
## 1391            6        Typ          0        None     Attchd        2000
## 1392            8        Mod          0        None     Detchd        1967
## 1393            6        Typ          1          Po     Attchd        1967
## 1394            7        Typ          1          TA     Detchd        2003
## 1395            6        Typ          1          Gd     Attchd        2006
## 1396            9        Typ          1          Gd    BuiltIn        2005
## 1398            8        Typ          0        None     Detchd        1933
## 1399            7       Min1          0        None     Attchd        1950
## 1400            7        Typ          1          Gd     Detchd        1925
## 1401            5        Typ          1          Gd    BuiltIn        1929
## 1402            8        Typ          1          TA     Attchd        2004
## 1403            6        Typ          1          Gd     Attchd        2006
## 1404            6        Typ          0        None     Attchd        2007
## 1405            6        Typ          0        None     Detchd        1998
## 1406            5        Typ          1          Gd     Attchd        2004
## 1407            5        Typ          0        None     Detchd        1988
## 1409            6        Typ          0        None     Detchd        1966
## 1410            7        Typ          1          TA     Attchd        1986
## 1411            6        Typ          0        None     Attchd        2001
## 1412            6       Min2          0        None     Attchd        1950
## 1413            6        Typ          0        None     Detchd        1956
## 1414            7        Typ          1          Gd     Attchd        2005
## 1415            8        Typ          1          Gd     Detchd        1922
## 1416            7        Typ          1          TA     Attchd        2007
## 1417           11        Typ          0        None     Detchd        1971
## 1419            6        Typ          0        None     Detchd        1962
## 1421            7        Typ          1          TA     Attchd        1968
## 1422            4        Typ          1          Fa     Attchd        1977
## 1423            3        Typ          0        None     Attchd        2003
## 1426            7        Typ          0        None     Detchd        1960
## 1427            5        Typ          2          TA     Attchd        1994
## 1428            6        Typ          1          TA     Attchd        1962
## 1429            4        Typ          2          Gd     Attchd        1940
## 1431            7        Typ          1          Gd    BuiltIn        2005
## 1433            5        Typ          0        None     Detchd        1928
## 1434            8        Typ          1          TA     Attchd        2000
## 1435            5        Typ          1          Gd     Attchd        1977
## 1436            7        Typ          1          Gd     Attchd        1962
## 1437            5        Typ          0        None     Detchd        1974
## 1438            7        Typ          1          Gd     Attchd        2008
## 1439            6        Typ          0        None     Attchd        1957
## 1440            6        Typ          1          TA     Attchd        1979
## 1441           11       Min1          1          Gd     Detchd        1993
## 1443           10        Typ          1          Ex     Attchd        2008
## 1445            7        Typ          0        None     Attchd        2004
## 1446            6        Typ          0        None     Detchd        1990
## 1448            8        Typ          1          TA     Attchd        1995
## 1449            6       Min2          0        None     Detchd        1950
## 1450            3        Typ          0        None       None           0
## 1451            8        Typ          0        None       None           0
## 1452            7        Typ          1          Gd     Attchd        2008
## 1453            5        Typ          0        None    Basment        2005
## 1454            6        Typ          0        None       None           0
## 1455            6        Typ          0        None     Attchd        2004
## 1456            7        Typ          1          TA     Attchd        1999
## 1457            7       Min1          2          TA     Attchd        1978
## 1458            9        Typ          2          Gd     Attchd        1941
## 1459            5        Typ          0        None     Attchd        1950
## 1460            6        Typ          0        None     Attchd        1965
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1             RFn          2        548         TA         TA          Y
## 2             RFn          2        460         TA         TA          Y
## 3             RFn          2        608         TA         TA          Y
## 4             Unf          3        642         TA         TA          Y
## 5             RFn          3        836         TA         TA          Y
## 6             Unf          2        480         TA         TA          Y
## 7             RFn          2        636         TA         TA          Y
## 9             Unf          2        468         Fa         TA          Y
## 10            RFn          1        205         Gd         TA          Y
## 11            Unf          1        384         TA         TA          Y
## 12            Fin          3        736         TA         TA          Y
## 14            RFn          3        840         TA         TA          Y
## 16            Unf          2        576         TA         TA          Y
## 18            Unf          2        516         TA         TA          Y
## 19            Unf          2        576         TA         TA          Y
## 20            Unf          1        294         TA         TA          Y
## 21            RFn          3        853         TA         TA          Y
## 22            Unf          1        280         TA         TA          N
## 23            RFn          2        534         TA         TA          Y
## 24            Unf          2        572         TA         TA          Y
## 26            RFn          3        890         TA         TA          Y
## 27            Unf          2        576         TA         TA          Y
## 28            RFn          3        772         TA         TA          Y
## 29            RFn          1        319         TA         TA          Y
## 30            Unf          1        240         Fa         TA          Y
## 31            Unf          1        250         TA         Fa          N
## 33            RFn          2        484         TA         TA          Y
## 34            RFn          2        447         TA         TA          Y
## 35            Fin          2        556         TA         TA          Y
## 36            Fin          3        691         TA         TA          Y
## 37            Unf          2        672         TA         TA          Y
## 38            Fin          2        498         TA         TA          Y
## 39            Unf          1        246         TA         TA          Y
## 40           None          0          0       None       None          N
## 41            RFn          2        440         TA         TA          Y
## 42            RFn          1        308         TA         TA          P
## 45            RFn          1        300         TA         TA          Y
## 46            RFn          2        576         TA         TA          Y
## 47            RFn          2        670         TA         TA          Y
## 48            RFn          3        826         TA         TA          Y
## 49           None          0          0       None       None          N
## 50            Unf          1        386         TA         TA          Y
## 52            Unf          2        528         TA         TA          Y
## 53            Unf          2        516         TA         TA          Y
## 54            Fin          3        894         TA         TA          Y
## 55            Unf          2        572         TA         TA          Y
## 56            RFn          2        576         TA         TA          Y
## 57            Fin          2        480         TA         TA          Y
## 58            RFn          2        565         TA         TA          Y
## 59            Fin          3        641         TA         TA          Y
## 60            Unf          1        352         TA         TA          Y
## 61            Unf          2        576         TA         TA          Y
## 62            Unf          1        288         TA         TA          N
## 63            RFn          2        484         TA         TA          Y
## 64            Unf          2        480         TA         TA          Y
## 66            RFn          3        852         TA         TA          Y
## 68            RFn          2        558         TA         TA          Y
## 69            Unf          1        220         TA         TA          Y
## 70            Fin          2        667         TA         TA          Y
## 71            Fin          2        516         TA         TA          Y
## 72            Unf          2        360         TA         TA          Y
## 73            Fin          2        427         TA         TA          Y
## 74            Unf          2        490         TA         TA          Y
## 75            Unf          1        379         TA         TA          Y
## 76            Unf          1        297         TA         TA          Y
## 78            Unf          1        240         TA         TA          Y
## 79           None          0          0       None       None          Y
## 80            Unf          2        440         TA         TA          Y
## 81            Fin          1        509         TA         TA          Y
## 82            Fin          2        405         TA         TA          Y
## 83            RFn          3        758         TA         TA          Y
## 84            Unf          2        461         TA         TA          Y
## 86            Unf          2        462         TA         TA          Y
## 87            Fin          2        400         TA         TA          Y
## 88            RFn          2        528         TA         TA          Y
## 89           None          0          0       None       None          N
## 90           None          0          0       None       None          Y
## 91            Unf          2        420         TA         TA          Y
## 92            Unf          2        480         TA         TA          Y
## 93            Unf          2        432         TA         TA          Y
## 94            Unf          2        506         TA         TA          Y
## 95            RFn          2        684         TA         TA          Y
## 97            RFn          2        472         TA         TA          Y
## 98            Fin          1        432         TA         TA          P
## 99            Unf          1        366         Fa         TA          Y
## 100          None          0          0       None       None          Y
## 102           Fin          2        476         TA         TA          Y
## 103           Unf          2        410         TA         TA          Y
## 104           RFn          3        740         TA         TA          Y
## 106           RFn          2        648         TA         TA          Y
## 107           Unf          1        273         Fa         Fa          N
## 108           Unf          1        250         TA         TA          Y
## 109          None          0          0       None       None          N
## 110           RFn          2        546         TA         TA          Y
## 111           Unf          1        325         TA         TA          Y
## 113           Fin          3        792         TA         TA          Y
## 115           Unf          1        180         TA         TA          Y
## 116           Unf          2        440         TA         TA          Y
## 118           Unf          2        430         TA         TA          Y
## 119           Unf          3        594         TA         TA          Y
## 120           Fin          2        390         TA         TA          Y
## 122           Unf          1        264         TA         TA          P
## 123           Unf          1        288         TA         TA          Y
## 124           RFn          2        530         TA         TA          Y
## 125           Unf          2        435         TA         TA          Y
## 126          None          0          0       None       None          N
## 128          None          0          0       None       None          N
## 129           RFn          2        453         TA         TA          Y
## 130           RFn          2        750         TA         TA          Y
## 131           Fin          2        487         TA         TA          Y
## 133           Unf          2        624         TA         TA          Y
## 135           RFn          2        440         TA         TA          Y
## 136           Unf          2        530         TA         TA          Y
## 138           Unf          3        766         TA         TA          Y
## 139           Fin          3        660         TA         TA          Y
## 140           RFn          2        470         TA         TA          Y
## 141          None          0          0       None       None          Y
## 142           Fin          2        660         TA         TA          Y
## 143           Unf          2        720         TA         TA          Y
## 144           RFn          2        577         TA         TA          Y
## 145           Unf          2        504         TA         TA          Y
## 146           Unf          2        380         TA         TA          Y
## 147           Unf          1        180         Fa         TA          Y
## 149          None          0          0       None       None          Y
## 151           Unf          2        440         TA         TA          Y
## 152           RFn          3        866         TA         TA          Y
## 155           Unf          1        312         Fa         Fa          Y
## 156          None          0          0       None       None          N
## 157           Unf          2        625         TA         TA          Y
## 158           Fin          3        680         TA         TA          Y
## 159           RFn          2        678         TA         TA          Y
## 160           RFn          2        576         TA         TA          Y
## 162           Fin          3        726         TA         TA          Y
## 163           RFn          2        532         TA         TA          Y
## 164          None          0          0       None       None          Y
## 165           Unf          1        216         TA         TA          Y
## 166          None          0          0       None       None          Y
## 168           Fin          3        789         TA         TA          Y
## 169           Fin          2        440         TA         TA          Y
## 172           Fin          2        528         TA         TA          P
## 173           RFn          2        504         Gd         TA          Y
## 174           Unf          2        504         TA         TA          Y
## 175           Fin          2        616         TA         TA          Y
## 176           Unf          2        576         TA         TA          Y
## 177           Unf          2        521         TA         TA          Y
## 179           Fin          3       1166         TA         TA          Y
## 180           Unf          2        480         Fa         TA          N
## 182           Unf          1        216         Fa         TA          Y
## 183           RFn          1        252         TA         TA          Y
## 184           Unf          2        484         TA         TA          N
## 185           Unf          2        576         TA         TA          Y
## 186           Unf          3        840         Ex         TA          Y
## 188           Unf          1        180         Fa         Fa          N
## 189           Unf          2        528         TA         TA          Y
## 190           Fin          2        682         TA         TA          Y
## 191           Unf          2        440         TA         TA          Y
## 193           Fin          2        666         TA         TA          Y
## 194           Unf          2        380         TA         TA          Y
## 195           Unf          1        352         TA         TA          Y
## 196           Unf          2        440         TA         TA          Y
## 197           Fin          3        786         TA         TA          Y
## 198           Unf          2        795         TA         TA          Y
## 199          None          0          0       None       None          Y
## 200           Fin          3        856         TA         TA          Y
## 201           RFn          2        440         TA         TA          Y
## 202           Unf          2        473         TA         TA          Y
## 203           Unf          1        398         TA         TA          Y
## 205           Unf          1        240         TA         TA          Y
## 206           RFn          2        500         TA         TA          Y
## 207           RFn          1        349         TA         TA          Y
## 210           RFn          2        504         TA         Gd          Y
## 211          None          0          0       None       None          Y
## 212           RFn          2        460         TA         TA          Y
## 213           RFn          2        644         TA         TA          Y
## 214           Unf          2        576         TA         TA          Y
## 216           Unf          1        447         TA         TA          Y
## 217           Unf          2        484         TA         TA          Y
## 218           Unf          1        210         TA         TA          Y
## 220           Fin          2        438         TA         TA          Y
## 221           RFn          2        675         TA         TA          Y
## 223           RFn          2        434         TA         TA          Y
## 224           Unf          2        576         TA         TA          Y
## 225           Fin          3        968         TA         TA          Y
## 226           Unf          1        280         TA         TA          Y
## 227           RFn          3        721         TA         TA          Y
## 228           Unf          1        280         TA         TA          Y
## 229           Unf          1        336         TA         TA          Y
## 230           Fin          2        430         TA         TA          Y
## 231           RFn          1        312         TA         TA          Y
## 232           Fin          3        810         TA         TA          Y
## 233           Unf          1        288         TA         TA          Y
## 234           Unf          1        308         TA         TA          Y
## 236           Unf          1        264         TA         TA          Y
## 237           RFn          2        494         TA         TA          Y
## 239           Fin          3        818         TA         TA          Y
## 240           Unf          1        220         TA         TA          Y
## 241           RFn          2        750         TA         TA          Y
## 242          None          0          0       None       None          Y
## 243           Unf          1        352         Fa         TA          Y
## 244           RFn          1        288         TA         TA          Y
## 246           Fin          2        604         TA         TA          Y
## 247           Unf          1        440         Po         Po          Y
## 248           Unf          2        451         TA         TA          Y
## 249           RFn          2        500         TA         TA          Y
## 251          None          0          0       None       None          Y
## 252           Fin          2        538         TA         TA          Y
## 253           RFn          2        520         TA         TA          Y
## 254           RFn          1        309         TA         TA          Y
## 255           RFn          1        294         TA         TA          Y
## 256           Fin          2        429         TA         TA          Y
## 257           RFn          2        673         TA         TA          Y
## 258           RFn          2        660         TA         TA          Y
## 259           RFn          2        564         TA         TA          Y
## 260           Unf          1        308         TA         TA          Y
## 261           Unf          2        884         TA         TA          Y
## 262           Fin          3        868         TA         TA          Y
## 263           Unf          2        492         TA         TA          Y
## 264           Unf          2        484         TA         TA          Y
## 265           Unf          2        504         TA         TA          N
## 266           Fin          2        576         TA         TA          Y
## 267           Fin          2        413         TA         TA          Y
## 268           Unf          1        240         TA         TA          Y
## 269           Fin          1        924         Ex         Ex          Y
## 271           RFn          3       1053         TA         TA          Y
## 272           Unf          2        439         TA         TA          Y
## 273           Fin          3        671         TA         TA          Y
## 274           RFn          1        338         TA         TA          Y
## 275           Unf          1        264         TA         TA          Y
## 276           Unf          2        672         TA         TA          Y
## 277           Fin          2        573         TA         TA          Y
## 278           Unf          2        400         TA         TA          Y
## 279           Fin          3        732         TA         TA          Y
## 280           Fin          2        505         TA         TA          Y
## 281           Fin          2        575         TA         TA          Y
## 282           Fin          2        572         TA         TA          Y
## 283           RFn          2        626         TA         TA          Y
## 284           Fin          3        898         TA         TA          Y
## 285           RFn          2        529         TA         TA          Y
## 286           RFn          2        528         TA         TA          Y
## 287           RFn          2        440         TA         TA          Y
## 290           Unf          1        384         TA         TA          Y
## 291           RFn          2        685         Gd         TA          Y
## 292          None          0          0       None       None          N
## 293           Unf          1        281         TA         TA          Y
## 295           Fin          2        418         TA         TA          Y
## 296           Unf          2        588         TA         TA          Y
## 297           Unf          1        282         TA         TA          Y
## 298           RFn          2        576         TA         TA          Y
## 299           Unf          2        539         TA         TA          Y
## 300           Unf          1        300         TA         TA          Y
## 301           Unf          1        375         TA         TA          Y
## 302           Fin          2        683         TA         TA          Y
## 303           RFn          3        843         TA         TA          Y
## 304           Unf          2        552         TA         TA          Y
## 305           Unf          3        870         TA         TA          Y
## 306           Fin          3        888         TA         TA          Y
## 307           RFn          3        746         TA         TA          Y
## 310           Fin          3        708         TA         TA          Y
## 312           Unf          1        240         TA         TA          Y
## 313           Unf          2        410         TA         TA          Y
## 314           RFn          2        513         TA         TA          Y
## 315           Unf          2        546         Fa         TA          Y
## 316           Fin          2        432         TA         TA          Y
## 317           RFn          2        484         TA         TA          Y
## 318           RFn          3       1025         TA         TA          Y
## 319           RFn          3        656         TA         TA          Y
## 321           RFn          3        840         TA         TA          Y
## 322           Fin          3        872         TA         TA          Y
## 323           Fin          2        576         TA         TA          Y
## 324           Unf          1        220         Fa         TA          Y
## 325           Fin          2        564         TA         TA          Y
## 326           Unf          2        360         TA         TA          Y
## 327           Fin          2        473         TA         TA          Y
## 328           RFn          1        292         TA         TA          Y
## 330           Unf          1        189         Fa         Fa          N
## 332           RFn          1        308         TA         TA          Y
## 333           RFn          3        880         TA         TA          Y
## 334           RFn          2        484         TA         TA          Y
## 335           Fin          2        472         TA         TA          Y
## 337           Fin          3        676         TA         TA          Y
## 338           RFn          2        532         TA         TA          Y
## 339           RFn          2        440         TA         TA          Y
## 340           Unf          1        297         TA         TA          Y
## 341           Fin          2        431         TA         TA          Y
## 342           Unf          1        294         TA         TA          N
## 344           RFn          2        564         TA         TA          Y
## 345           Unf          1        336         TA         TA          Y
## 346           Unf          1        312         TA         TA          Y
## 349           RFn          2        474         TA         TA          Y
## 350           Fin          3        706         TA         TA          Y
## 351           RFn          2        617         TA         TA          Y
## 353           Unf          1        200         TA         Fa          Y
## 354           Unf          2        484         TA         TA          Y
## 355           Unf          1        240         TA         TA          Y
## 356           RFn          2        521         TA         TA          Y
## 358           Fin          2        528         TA         TA          Y
## 359           Unf          1        288         TA         TA          Y
## 360           RFn          2        592         TA         TA          Y
## 363           RFn          2        672         TA         TA          Y
## 364           Unf          1        264         TA         TA          Y
## 366           Unf          1        468         TA         Fa          Y
## 368           RFn          1        296         TA         TA          Y
## 369           Fin          1        244         TA         TA          Y
## 372           Fin          2        680         TA         TA          N
## 373           Unf          1        264         TA         TA          Y
## 374           Unf          1        270         TA         TA          Y
## 375           Fin          2        434         TA         TA          Y
## 377           Unf          2        576         TA         TA          Y
## 378           RFn          2        610         TA         TA          Y
## 379           Fin          3        834         TA         TA          Y
## 380           Fin          2        463         TA         TA          Y
## 381           Unf          1        308         TA         TA          Y
## 382           RFn          2        572         TA         TA          Y
## 383           RFn          2        639         TA         TA          Y
## 384           Unf          2        360         Fa         Fa          N
## 386           Fin          2        430         TA         TA          Y
## 387          None          0          0       None       None          N
## 388           Unf          1        352         TA         TA          Y
## 389           RFn          2        577         TA         TA          Y
## 390           Fin          3        846         TA         TA          Y
## 391           Unf          1        384         TA         TA          Y
## 392           Fin          2        560         TA         TA          Y
## 395           Unf          1        240         TA         TA          Y
## 396           Unf          1        596         TA         TA          Y
## 397           RFn          2        600         TA         TA          Y
## 398           RFn          1        264         TA         TA          Y
## 399           Unf          1        338         Po         Po          N
## 400           Fin          2        438         TA         TA          Y
## 401           Fin          2        500         TA         TA          Y
## 402           Fin          2        400         TA         TA          Y
## 403           Unf          1        240         TA         TA          N
## 404           Fin          2        420         TA         TA          Y
## 407           Unf          1        240         TA         TA          Y
## 408           Unf          1        308         TA         TA          Y
## 409           RFn          3        947         TA         TA          Y
## 410           Fin          3        836         TA         TA          Y
## 411           Unf          1        350         TA         TA          Y
## 412           Fin          2        572         TA         TA          Y
## 414           Unf          2        360         TA         TA          Y
## 415           Unf          3        678         TA         TA          Y
## 416           Fin          2        396         TA         TA          Y
## 417           Fin          2        440         TA         TA          Y
## 418           Unf          3        864         TA         TA          N
## 419           Unf          1        240         TA         TA          P
## 420           Unf          1        304         TA         TA          Y
## 421           Fin          4        784         TA         TA          Y
## 423           RFn          2        520         TA         TA          N
## 424           Fin          3        696         TA         TA          Y
## 425           RFn          1        297         TA         TA          Y
## 426           Unf          1        240         TA         TA          P
## 428           Unf          1        352         TA         TA          Y
## 429           RFn          2        628         TA         TA          Y
## 430           Unf          2        576         TA         TA          Y
## 431           Unf          1        264         TA         TA          Y
## 432          None          0          0       None       None          N
## 433           Unf          2        440         TA         TA          Y
## 434           Fin          2        470         TA         TA          Y
## 435          None          0          0       None       None          Y
## 436           RFn          2        550         TA         TA          Y
## 437           Unf          2        440         TA         TA          Y
## 438           Unf          1        180         TA         TA          Y
## 439           Unf          1        352         Gd         TA          P
## 440           Unf          2        528         TA         TA          Y
## 441           Fin          3        672         TA         TA          Y
## 442          None          0          0       None       None          Y
## 443           Unf          2        360         TA         TA          P
## 444           Fin          3        648         TA         TA          Y
## 445           Unf          2        493         TA         TA          Y
## 446           Unf          2        480         TA         TA          Y
## 447           Fin          2        578         TA         TA          Y
## 449           Unf          1        198         TA         TA          N
## 450           Unf          1        308         TA         TA          Y
## 451           Unf          1        270         Fa         Fa          N
## 452           Unf          2        576         TA         TA          Y
## 454           RFn          2        676         TA         TA          Y
## 455           Unf          2        560         TA         TA          Y
## 456           Unf          2        528         TA         TA          Y
## 457           Unf          3        513         Fa         Fa          Y
## 461           Fin          2        552         TA         TA          Y
## 462           RFn          2        576         TA         TA          Y
## 463           Unf          1        360         TA         TA          Y
## 464           Unf          1        240         TA         TA          Y
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## 1341          0           0             0          0           0        0
## 1342          0          78             0          0           0        0
## 1344          0           0             0          0           0        0
## 1345          0           0             0          0           0        0
## 1346          0           0           168          0           0        0
## 1348          0           0             0          0           0        0
## 1350          0          54            20          0           0        0
## 1351          0           0             0          0           0        0
## 1352          0          84             0          0         120        0
## 1353        210           0             0          0           0        0
## 1354        283          86             0          0           0        0
## 1356          0          98             0          0           0        0
## 1360        194          45             0          0           0        0
## 1361        183           0           301          0           0        0
## 1362        168          36             0          0           0        0
## 1364          0          36             0          0           0        0
## 1365          0         166             0          0           0        0
## 1367          0          88             0          0           0        0
## 1368        104          26             0          0           0        0
## 1370          0         262             0          0           0        0
## 1371          0           0           198          0           0        0
## 1372          0          28             0          0         178        0
## 1373        253         170             0          0           0        0
## 1375        154         210             0          0           0        0
## 1376        100          36             0          0           0        0
## 1377          0         141             0          0           0        0
## 1378          0          68             0          0           0        0
## 1379         72           0             0          0           0        0
## 1380        100           0             0          0           0        0
## 1381          0           0            96          0           0        0
## 1383         36           0           221          0           0        0
## 1385          0           0             0          0           0        0
## 1386          0          96             0          0           0        0
## 1387          0         112             0          0         440      519
## 1388         88          15             0          0           0        0
## 1389        201          39             0          0           0        0
## 1390          0           0             0          0           0        0
## 1391        219          36             0          0           0        0
## 1392          0         152             0          0           0        0
## 1393        175         144             0          0           0        0
## 1394          0          25           212          0           0        0
## 1395        161          20             0          0           0        0
## 1396        144          39             0          0           0        0
## 1398         24           0           150          0           0        0
## 1399          0           0           168          0           0        0
## 1400        147          16             0          0           0        0
## 1401          0           0           112          0           0        0
## 1402        100          75             0          0           0        0
## 1403        168          55             0          0           0        0
## 1404        168         160             0          0           0        0
## 1405        216           0           160          0           0        0
## 1406        128          53             0          0         155        0
## 1407         58           0             0          0           0        0
## 1409          0           0             0          0         168        0
## 1410        364          63             0          0           0        0
## 1411          0          45             0          0           0        0
## 1412          0           0             0          0           0        0
## 1413          0           0             0          0           0        0
## 1414        165          44             0          0           0        0
## 1415          0           0             0          0         220        0
## 1416        143          20             0          0           0        0
## 1417          0           0           114          0           0        0
## 1419          0          88             0          0           0        0
## 1421          0         169             0          0         119        0
## 1422          0          55             0          0         165        0
## 1423        140           0             0          0           0        0
## 1426          0          39             0          0           0        0
## 1427        171         132             0          0           0        0
## 1428          0           0             0          0           0        0
## 1429          0           0           154          0           0        0
## 1431        100          40             0          0           0        0
## 1433          0           0             0          0           0        0
## 1434          0           0             0          0           0        0
## 1435        295          41             0          0           0        0
## 1436          0          36             0          0           0        0
## 1437          0           0             0          0           0        0
## 1438          0          66             0        304           0        0
## 1439          0         158           158          0           0        0
## 1440          0          88           216          0           0        0
## 1441        431           0             0          0           0        0
## 1443        168          52             0          0           0        0
## 1445        192          60             0          0           0        0
## 1446          0           0           252          0           0        0
## 1448          0          65             0          0           0        0
## 1449        168          24             0          0           0        0
## 1450          0           0             0          0           0        0
## 1451         32          45             0          0           0        0
## 1452          0          36             0          0           0        0
## 1453          0          28             0          0           0        0
## 1454         36          56             0          0           0        0
## 1455          0         113             0          0           0        0
## 1456          0          40             0          0           0        0
## 1457        349           0             0          0           0        0
## 1458          0          60             0          0           0        0
## 1459        366           0           112          0           0        0
## 1460        736          68             0          0           0        0
##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1      None  None        None       0      2   2008       WD        Normal
## 2      None  None        None       0      5   2007       WD        Normal
## 3      None  None        None       0      9   2008       WD        Normal
## 4      None  None        None       0      2   2006       WD       Abnorml
## 5      None  None        None       0     12   2008       WD        Normal
## 6      None MnPrv        Shed     700     10   2009       WD        Normal
## 7      None  None        None       0      8   2007       WD        Normal
## 9      None  None        None       0      4   2008       WD       Abnorml
## 10     None  None        None       0      1   2008       WD        Normal
## 11     None  None        None       0      2   2008       WD        Normal
## 12     None  None        None       0      7   2006      New       Partial
## 14     None  None        None       0      8   2007      New       Partial
## 16     None GdPrv        None       0      7   2007       WD        Normal
## 18     None  None        Shed     500     10   2006       WD        Normal
## 19     None  None        None       0      6   2008       WD        Normal
## 20     None MnPrv        None       0      5   2009      COD       Abnorml
## 21     None  None        None       0     11   2006      New       Partial
## 22     None GdPrv        None       0      6   2007       WD        Normal
## 23     None  None        None       0      9   2008       WD        Normal
## 24     None  None        None       0      6   2007       WD        Normal
## 26     None  None        None       0      7   2009       WD        Normal
## 27     None  None        None       0      5   2010       WD        Normal
## 28     None  None        None       0      5   2010       WD        Normal
## 29     None  None        None       0     12   2006       WD        Normal
## 30     None  None        None       0      5   2008       WD        Normal
## 31     None MnPrv        None       0      7   2008       WD        Normal
## 33     None  None        None       0      1   2008       WD        Normal
## 34     None  None        None       0      4   2010       WD        Normal
## 35     None  None        None       0      8   2007       WD        Normal
## 36     None  None        None       0      9   2006       WD        Normal
## 37     None  None        None       0      6   2009       WD        Normal
## 38     None  None        None       0     10   2009       WD        Normal
## 39     None  None        None       0      1   2010       WD       Abnorml
## 40     None  None        None       0      6   2008       WD       AdjLand
## 41     None  GdWo        None       0     12   2006       WD       Abnorml
## 42     None  None        None       0      7   2007       WD        Normal
## 45     None  None        None       0      5   2006       WD        Normal
## 46     None  None        None       0      2   2010       WD        Normal
## 47     None  None        None       0      8   2009       WD       Abnorml
## 48     None  None        None       0      7   2007       WD        Normal
## 49     None  None        None       0      6   2009      New       Partial
## 50     None MnPrv        None       0      1   2007       WD        Normal
## 52     None MnPrv        Shed     400      9   2006       WD        Normal
## 53     None  None        None       0      5   2010       WD        Normal
## 54     None  None        None       0     11   2006       WD        Normal
## 55     None MnPrv        None       0      2   2007       WD        Normal
## 56     None  None        None       0      7   2008       WD        Normal
## 57     None  None        None       0      8   2009       WD       Abnorml
## 58     None  None        None       0      8   2006       WD        Normal
## 59     None  None        None       0     10   2006      New       Partial
## 60     None MnPrv        None       0      1   2008       WD        Normal
## 61     None  None        None       0      5   2006      New       Partial
## 62     None  None        None       0      3   2007       WD        Normal
## 63     None  None        None       0     10   2007       WD        Normal
## 64     None GdPrv        None       0      4   2010       WD        Normal
## 66     None  None        None       0     10   2007       WD        Normal
## 68     None  None        None       0      6   2007       WD        Normal
## 69     None  None        None       0      6   2010       WD        Normal
## 70     None  None        None       0      7   2006       WD        Normal
## 71     None  None        None       0      2   2007       WD        Normal
## 72     None  None        None       0      6   2007       WD        Normal
## 73     None  None        None       0     12   2009       WD        Normal
## 74     None  GdWo        None       0      5   2010       WD        Normal
## 75     None  None        None       0      5   2010       WD        Normal
## 76     None  GdWo        None       0     11   2009       WD        Normal
## 78     None MnPrv        None       0      1   2008       WD        Normal
## 79     None  None        None       0      4   2010       WD        Normal
## 80     None MnPrv        None       0      5   2009       WD        Normal
## 81     None  None        None       0      6   2009       WD        Normal
## 82     None  None        None       0      3   2006       WD        Normal
## 83     None  None        None       0     10   2008       WD        Normal
## 84     None  None        None       0      7   2007      COD        Normal
## 86     None  None        None       0      4   2006       WD        Normal
## 87     None  None        None       0      3   2009       WD        Normal
## 88     None  None        None       0      6   2009      New       Partial
## 89     None MnPrv        None       0     10   2009    ConLD       Abnorml
## 90     None  None        None       0      8   2007       WD        Normal
## 91     None  None        None       0      7   2006       WD        Normal
## 92     None  GdWo        None       0     12   2006       WD       Abnorml
## 93     None  None        None       0      8   2009       WD        Normal
## 94     None  None        None       0     11   2007       WD        Normal
## 95     None  None        None       0      5   2007       WD        Normal
## 97     None  None        None       0      8   2006       WD        Normal
## 98     None  None        None       0      5   2007       WD        Normal
## 99     None  None        Shed     400      5   2010      COD       Abnorml
## 100    None  None        Shed     400      1   2010       WD        Normal
## 102    None  None        None       0      6   2010       WD        Normal
## 103    None  None        None       0      6   2009       WD        Alloca
## 104    None  None        None       0      5   2010       WD        Normal
## 106    None  None        None       0      8   2008       WD        Normal
## 107    None  None        Shed     450      8   2007       WD        Normal
## 108    None  None        None       0      4   2008       WD       Partial
## 109    None  None        None       0      8   2007       WD        Normal
## 110    None MnPrv        None       0      1   2010      COD        Normal
## 111    None  None        None       0     10   2006       WD        Normal
## 113    None  None        None       0     10   2007      New       Partial
## 115    None MnPrv        None       0      7   2007       WD        Normal
## 116    None  None        None       0      6   2007       WD        Normal
## 118    None  None        None       0      4   2007      New       Partial
## 119    None  None        None       0      5   2010       WD        Normal
## 120    None  None        None       0      7   2006      New       Partial
## 122    None MnPrv        None       0      6   2007       WD        Normal
## 123    None  None        None       0      6   2008       WD        Normal
## 124    None  None        None       0      3   2008       WD        Normal
## 125    None  None        None       0      1   2009       WD        Normal
## 126    None  None        None       0      6   2006       WD        Normal
## 128    None  None        None       0      6   2007       WD        Normal
## 129    None  None        None       0      7   2006       WD        Normal
## 130    None  MnWw        None       0      7   2006       WD       Abnorml
## 131    None GdPrv        None       0      5   2006       WD        Normal
## 133    None  None        None       0      7   2007       WD        Normal
## 135    None MnPrv        None       0      7   2006       WD        Normal
## 136    None MnPrv        None       0      5   2008       WD        Normal
## 138    None  None        None       0      7   2006       WD        Family
## 139    None GdPrv        None       0     12   2008       WD        Normal
## 140    None MnPrv        None       0      8   2009       WD        Normal
## 141    None  None        None       0      4   2010    ConLI        Normal
## 142    None  None        None       0      1   2006       WD        Normal
## 143    None MnPrv        None       0      6   2010       WD        Normal
## 144    None  None        None       0      6   2009       WD        Normal
## 145    None  None        None       0     11   2006    ConLI       Abnorml
## 146    None  None        None       0      4   2006       WD        Normal
## 147    None  None        None       0     11   2009       WD        Normal
## 149    None  None        None       0      4   2008       WD        Normal
## 151    None MnPrv        None       0      1   2007       WD        Normal
## 152    None  None        None       0      1   2008      New       Partial
## 155    None  None        None       0      3   2006       WD        Family
## 156    None  None        None       0      4   2008       WD        Normal
## 157    None  None        None       0      6   2006       WD        Normal
## 158    None  None        None       0      5   2010      New       Partial
## 159    None  GdWo        None       0      5   2010       WD        Normal
## 160    None  None        None       0      3   2006      New       Partial
## 162    None  None        None       0      3   2008       WD        Normal
## 163    None  None        None       0      5   2010      New       Partial
## 164    None MnPrv        None       0      4   2007       WD        Normal
## 165    None  None        None       0     10   2007       WD        Normal
## 166    None  None        None       0      9   2008       WD        Normal
## 168    None  None        None       0     11   2007      New       Partial
## 169    None  None        None       0      5   2007       WD        Normal
## 172    None  None        None       0      5   2010       WD        Normal
## 173    None  None        None       0      6   2006       WD        Normal
## 174    None  None        None       0      6   2008      COD        Normal
## 175    None  None        None       0     11   2008       WD        Normal
## 176    None MnPrv        None       0      6   2007       WD        Normal
## 177    None  None        None       0      9   2007       WD        Normal
## 179    None  None        None       0      7   2009      New       Partial
## 180    None  None        None       0      7   2007       WD        Normal
## 182    None  None        None       0      7   2006       WD        Normal
## 183    None MnPrv        None       0      6   2007       WD        Normal
## 184    None  None        None       0      6   2008       WD        Normal
## 185    None MnPrv        None       0      6   2006       WD        Normal
## 186    None GdPrv        None       0      6   2006       WD        Normal
## 188    None MnPrv        None       0      8   2009       WD        Normal
## 189    None  None        None       0      6   2009       WD        Alloca
## 190    None  None        None       0      8   2008       WD        Normal
## 191    None  None        None       0     12   2007       WD        Normal
## 193    None  None        None       0      9   2009       WD        Normal
## 194    None  None        None       0      5   2006       WD        Normal
## 195    None  None        None       0      5   2008       WD        Normal
## 196    None  None        None       0      7   2009       WD        Normal
## 197    None  None        None       0      9   2007      New       Partial
## 198      Ex GdPrv        None       0      3   2006       WD       Abnorml
## 199    None MnPrv        None       0      7   2009       WD       Abnorml
## 200    None  None        None       0      1   2009       WD        Normal
## 201    None  None        None       0      3   2010       WD        Normal
## 202    None MnPrv        None       0      2   2008       WD        Normal
## 203    None  None        None       0      5   2006      COD        Normal
## 205    None  MnWw        None       0      4   2009       WD        Normal
## 206    None  None        None       0      5   2009       WD        Normal
## 207    None  None        None       0      3   2007       WD        Normal
## 210    None MnPrv        None       0      7   2008       WD        Normal
## 211    None  None        None       0      4   2008       WD        Normal
## 212    None  None        None       0      3   2010       WD        Normal
## 213    None  None        None       0      7   2009      New       Partial
## 214    None  None        None       0      7   2006       WD        Normal
## 216    None MnPrv        None       0      5   2006       WD        Normal
## 217    None  None        None       0      4   2008       WD        Normal
## 218    None  None        None       0      9   2006       WD        Family
## 220    None  None        None       0      3   2006      New       Partial
## 221    None  None        None       0      4   2006      New       Partial
## 223    None MnPrv        None       0      2   2006       WD        Normal
## 224    None  None        None       0      3   2009       WD       Abnorml
## 225    None  None        None       0      6   2009       WD        Normal
## 226    None  None        None       0      5   2009      COD       Abnorml
## 227    None  None        None       0      6   2007       WD       Abnorml
## 228    None  None        None       0      9   2008       WD        Normal
## 229    None MnPrv        None       0      5   2010       WD        Normal
## 230    None  None        None       0      5   2009       WD        Normal
## 231    None  None        None       0      4   2010       WD        Normal
## 232    None  None        None       0      7   2009       WD        Normal
## 233    None  None        None       0      6   2006       WD        Normal
## 234    None MnPrv        None       0      2   2010       WD        Normal
## 236    None  None        None       0      8   2008       WD        Normal
## 237    None  None        None       0      5   2010       WD        Normal
## 239    None  None        None       0     12   2007      New       Partial
## 240    None MnPrv        None       0      4   2010       WD        Normal
## 241    None  None        None       0      4   2010       WD        Normal
## 242    None  None        None       0      8   2007       WD        Normal
## 243    None  None        None       0      4   2006       WD        Normal
## 244    None  None        None       0      4   2009       WD        Normal
## 246    None  None        None       0      6   2006       WD        Normal
## 247    None  None        None       0      4   2006       WD        Normal
## 248    None  None        None       0      6   2006       WD        Normal
## 249    None  None        None       0      9   2007       WD        Normal
## 251    None  GdWo        Shed     450      5   2010       WD        Normal
## 252    None  None        None       0     12   2007       WD        Family
## 253    None  None        None       0     12   2008       WD        Normal
## 254    None MnPrv        None       0     10   2007      CWD        Normal
## 255    None  None        None       0      6   2010       WD        Normal
## 256    None  None        None       0      2   2006       WD        Normal
## 257    None  None        None       0      5   2008       WD        Normal
## 258    None  None        None       0      3   2009       WD       Abnorml
## 259    None  None        None       0      5   2008       WD        Normal
## 260    None  None        None       0     12   2008       WD        Normal
## 261    None  GdWo        None       0      5   2009       WD        Normal
## 262    None  None        None       0     11   2007      New       Partial
## 263    None  GdWo        None       0      7   2006       WD        Normal
## 264    None  None        None       0      4   2010       WD        Normal
## 265    None  None        None       0      6   2008       WD        Normal
## 266    None GdPrv        None       0      6   2008       WD        Normal
## 267    None  None        None       0      6   2006       WD        Normal
## 268    None  None        None       0      7   2008       WD        Normal
## 269    None  None        None       0      2   2008       WD        Normal
## 271    None  None        None       0      8   2006      New       Partial
## 272    None  None        None       0      4   2008       WD        Normal
## 273    None  None        None       0      4   2010       WD        Normal
## 274    None MnPrv        None       0      4   2009       WD        Normal
## 275    None  None        None       0      6   2007       WD        Normal
## 276    None  None        None       0     10   2009       WD        Normal
## 277    None  None        None       0      4   2010       WD        Normal
## 278    None  None        None       0      6   2010       WD        Normal
## 279    None  None        None       0      5   2007      New       Partial
## 280    None  None        None       0      3   2008       WD        Normal
## 281    None  None        None       0      1   2007       WD        Normal
## 282    None  None        None       0      5   2006      New       Partial
## 283    None  None        None       0      4   2009    ConLw        Normal
## 284    None  None        None       0     12   2009      New       Partial
## 285    None  None        None       0      7   2007       WD        Normal
## 286    None  None        None       0      6   2007      New       Partial
## 287    None GdPrv        None       0      6   2006       WD        Normal
## 290    None  None        None       0      7   2007       WD        Normal
## 291    None  None        None       0      7   2006      New       Partial
## 292    None  None        None       0      3   2008       WD        Normal
## 293    None  None        None       0      1   2009       WD        Normal
## 295    None  None        None       0     10   2009       WD        Normal
## 296    None GdPrv        None       0      3   2006       WD        Normal
## 297    None MnPrv        None       0      6   2007       WD        Normal
## 298    None  None        None       0      6   2007       WD        Normal
## 299    None  None        None       0      6   2007       WD        Normal
## 300    None GdPrv        None       0      8   2009       WD        Family
## 301    None  None        None       0      6   2006       WD        Normal
## 302    None  None        None       0      5   2007       WD        Normal
## 303    None  None        None       0      1   2006       WD        Normal
## 304    None  GdWo        None       0      7   2006       WD       Abnorml
## 305    None  None        None       0      5   2008       WD        Normal
## 306    None  None        None       0      7   2007       WD        Normal
## 307    None  None        None       0      6   2007       WD        Normal
## 310    None  None        None       0     11   2006       WD        Normal
## 312    None  None        None       0      5   2009       WD        Normal
## 313    None MnPrv        None       0      5   2006       WD        Normal
## 314    None  None        None       0      6   2009       WD        Normal
## 315    None  None        None       0      8   2006       WD        Normal
## 316    None  None        None       0      7   2009       WD        Normal
## 317    None GdPrv        None       0      8   2009       WD        Normal
## 318    None  None        None       0     12   2007       WD        Normal
## 319    None  None        None       0      4   2009       WD        Normal
## 321    None  None        None       0      9   2006      New       Partial
## 322    None  None        None       0      6   2007       WD        Normal
## 323    None MnPrv        None       0      8   2007       WD        Normal
## 324    None  None        None       0      7   2006       WD        Normal
## 325    None  None        None       0      6   2010       WD        Normal
## 326    None  None        None       0     12   2007       WD        Normal
## 327    None  None        None       0      5   2008      Con        Normal
## 328    None  None        None       0      4   2006       WD        Normal
## 330    None  GdWo        None       0      7   2009       WD        Normal
## 332    None  None        None       0      8   2007       WD        Normal
## 333    None  None        None       0     10   2009       WD        Normal
## 334    None  None        None       0      7   2008       WD        Normal
## 335    None  None        None       0      7   2008       WD        Normal
## 337    None  None        None       0      7   2007       WD        Normal
## 338    None  None        None       0     12   2008       WD        Normal
## 339    None  None        Shed     400      5   2006       WD        Normal
## 340    None  None        None       0      6   2009       WD        Normal
## 341    None  None        None       0      4   2010       WD        Normal
## 342    None  None        None       0      9   2009       WD        Normal
## 344    None  None        None       0      7   2008       WD        Normal
## 345    None  None        None       0      4   2010       WD        Normal
## 346    None  None        None       0     10   2006       WD        Normal
## 349    None  None        None       0     10   2008       WD        Normal
## 350    None  None        None       0      4   2006      New       Partial
## 351    None  None        None       0     12   2007      New       Partial
## 353    None  None        None       0      3   2008    ConLw        Normal
## 354    None  None        None       0      5   2010       WD        Normal
## 355    None  None        None       0      6   2006       WD        Normal
## 356    None  None        None       0      8   2007       WD        Normal
## 358    None MnPrv        None       0      8   2007       WD        Normal
## 359    None  None        None       0      7   2006       WD       Abnorml
## 360    None  None        None       0      6   2006       WD        Normal
## 363    None  None        None       0      7   2009    ConLD        Normal
## 364    None  None        None       0      5   2009       WD        Normal
## 366    None  None        None       0      7   2009       WD        Normal
## 368    None  None        None       0     12   2008       WD        Normal
## 369    None  None        None       0      3   2010       WD        Normal
## 372    None  None        None       0      7   2008       WD        Normal
## 373    None MnPrv        None       0      2   2010       WD        Normal
## 374    None  GdWo        None       0     11   2009       WD        Normal
## 375    None  None        None       0      7   2007       WD        Normal
## 377    None  None        None       0      7   2006       WD        Normal
## 378    None  None        None       0     12   2007       WD        Normal
## 379    None  None        None       0      6   2010      New       Partial
## 380    None  None        None       0      6   2009       WD        Normal
## 381    None  None        None       0      5   2010       WD        Normal
## 382    None  None        None       0      8   2006      New       Partial
## 383    None  None        None       0      4   2007       WD        Normal
## 384    None  None        None       0     10   2009       WD        Normal
## 386    None  None        None       0      4   2010       WD        Normal
## 387    None  None        None       0      5   2006       WD       AdjLand
## 388    None  GdWo        None       0     10   2009       WD       Abnorml
## 389    None  None        None       0      7   2008       WD        Normal
## 390    None  None        None       0      8   2008      New       Partial
## 391    None MnPrv        None       0      4   2008       WD        Normal
## 392    None  None        None       0      6   2009       WD        Normal
## 395    None  None        None       0      7   2007       WD        Normal
## 396    None  None        None       0      6   2010       WD        Normal
## 397    None  None        None       0      9   2009       WD        Normal
## 398    None  None        None       0      7   2007       WD        Normal
## 399    None  None        None       0     11   2007       WD       Abnorml
## 400    None  None        None       0     10   2009       WD        Normal
## 401    None  None        None       0     12   2008       WD        Normal
## 402    None  None        None       0      7   2006      New       Partial
## 403    None GdPrv        None       0      8   2008       WD        Normal
## 404    None  None        None       0      7   2006       WD       Abnorml
## 407    None  None        None       0      3   2008       WD        Normal
## 408    None  None        None       0      3   2008       WD        Normal
## 409    None  None        None       0      8   2007      New       Partial
## 410    None  None        None       0      4   2008      New       Partial
## 411    None  None        None       0      6   2009      COD       Abnorml
## 412    None  None        None       0      1   2006       WD        Normal
## 414    None  None        None       0      3   2010       WD        Normal
## 415    None  None        None       0     12   2008       WD        Normal
## 416    None  None        None       0      8   2007      New       Partial
## 417    None  None        None       0      3   2006       WD        Normal
## 418    None  None        None       0     11   2007       WD        Normal
## 419    None  None        None       0      4   2007       WD       AdjLand
## 420    None  None        None       0      7   2010       WD        Normal
## 421    None  None        None       0     11   2008       WD        Alloca
## 423    None  None        None       0      2   2008       WD        Normal
## 424    None  None        None       0      6   2008       WD        Normal
## 425    None  None        None       0      5   2008       WD        Normal
## 426    None  None        None       0      9   2009       WD        Normal
## 428    None  None        None       0      7   2008       WD        Normal
## 429    None  None        None       0      9   2007      New       Partial
## 430    None  None        None       0      3   2009       WD        Normal
## 431    None  None        None       0      7   2008      COD       Abnorml
## 432    None MnPrv        None       0      9   2008    ConLD       Abnorml
## 433    None  None        None       0      8   2007       WD        Normal
## 434    None  None        None       0      7   2008       WD        Normal
## 435    None  None        None       0      6   2008       WD        Normal
## 436    None  None        None       0      4   2009    ConLw        Normal
## 437    None  None        None       0     10   2006       WD        Normal
## 438    None  None        None       0      1   2009       WD        Normal
## 439    None MnPrv        None       0      3   2007       WD        Normal
## 440    None GdPrv        Shed     800      8   2009    ConLI        Normal
## 441    None  None        None       0      4   2009       WD        Normal
## 442    None  None        None       0      9   2008       WD        Normal
## 443    None  None        None       0      6   2008       WD        Normal
## 444    None  None        None       0      6   2007      New       Partial
## 445    None  None        None       0      7   2008       WD        Normal
## 446    None MnPrv        None       0     11   2009      COD        Normal
## 447    None  None        None       0      6   2010       WD        Normal
## 449    None  None        None       0      6   2006       WD        Normal
## 450    None  None        None       0      6   2007       WD        Normal
## 451    None  None        None       0      6   2006       WD        Normal
## 452    None  None        None       0     12   2006       WD        Normal
## 454    None  None        None       0      6   2009       WD        Normal
## 455    None  None        None       0      7   2006       WD        Family
## 456    None  None        None       0      9   2007       WD        Normal
## 457    None  None        None       0      5   2008      COD       Abnorml
## 461    None  None        None       0     12   2009      New       Partial
## 462    None MnPrv        None       0      4   2009       WD        Normal
## 463    None  GdWo        None       0     12   2009       WD        Normal
## 464    None  None        None       0      8   2008       WD        Normal
## 465    None  None        None       0      8   2009       WD        Normal
## 467    None  GdWo        None       0      4   2007       WD        Normal
## 468    None  None        None       0      6   2007       WD        Normal
## 469    None  None        None       0      5   2007       WD        Normal
## 470    None  None        None       0      6   2008       WD        Normal
## 472    None  None        None       0     11   2007       WD        Normal
## 473    None  None        None       0      6   2008       WD        Normal
## 474    None  None        None       0      7   2007      New       Partial
## 475    None  None        None       0      8   2007       WD        Normal
## 476    None  None        None       0      7   2007       WD        Normal
## 477    None  None        None       0      4   2008       WD        Normal
## 478    None  None        None       0      3   2007       WD        Normal
## 479    None  None        None       0      9   2009       WD        Normal
## 480    None MnPrv        None       0      3   2007       WD        Alloca
## 481    None  None        None       0      3   2006       WD        Normal
## 482    None  None        None       0      8   2006       WD        Normal
## 483    None  None        None       0      6   2009       WD        Normal
## 484    None  None        None       0      5   2006       WD        Normal
## 486    None  None        None       0      7   2009       WD        Normal
## 487    None  None        None       0      6   2007       WD        Normal
## 488    None  None        None       0      2   2007       WD        Normal
## 489    None  None        None       0      5   2006    ConLD        Normal
## 490    None  None        None       0      5   2009       WD        Normal
## 492    None MnPrv        None       0      8   2006       WD        Normal
## 493    None  None        None       0      5   2006      New       Partial
## 494    None  None        None       0      6   2008       WD        Normal
## 495    None  None        None       0     12   2009       WD        Normal
## 496    None  GdWo        None       0     11   2009       WD       Abnorml
## 498    None GdPrv        None       0      6   2008       WD        Normal
## 499    None MnPrv        None       0      6   2009       WD        Normal
## 500    None  MnWw        Shed     480      6   2007       WD        Normal
## 501    None  None        None       0      5   2007       WD        Normal
## 502    None  None        None       0      2   2008       WD        Normal
## 503    None GdPrv        Shed     400      4   2007       WD        Normal
## 504    None  GdWo        None       0      3   2010       WD        Normal
## 505    None  None        None       0      6   2009       WD        Normal
## 506    None  None        None       0      7   2009      COD        Normal
## 507    None  None        None       0      9   2006       WD        Normal
## 508    None  None        None       0      9   2009      New       Partial
## 509    None  None        None       0     10   2008       WD        Normal
## 510    None MnPrv        None       0      7   2009       WD        Normal
## 511    None  None        Shed    2000      6   2009       WD        Normal
## 512    None  None        None       0      3   2006      New       Partial
## 513    None  None        None       0      7   2006       WD        Normal
## 514    None  None        None       0      6   2007       WD        Normal
## 515    None MnPrv        None       0      6   2007       WD        Normal
## 516    None  None        None       0      9   2009      New       Partial
## 518    None  None        None       0      7   2009       WD        Normal
## 520    None MnPrv        None       0      6   2009       WD        Normal
## 521    None  None        None       0      8   2008       WD        Normal
## 522    None  None        None       0      5   2007       WD        Normal
## 523    None  None        None       0     10   2006       WD        Normal
## 525    None  None        None       0      8   2007       WD        Normal
## 526    None  None        None       0      4   2006       WD        Normal
## 527    None  None        None       0      6   2007       WD        Normal
## 528    None  None        None       0     11   2008      New       Partial
## 529    None  None        None       0      7   2007       WD        Normal
## 531    None  None        None       0      8   2008       WD       Abnorml
## 532    None  None        None       0      6   2008       WD        Normal
## 533    None  None        None       0      4   2010       WD        Normal
## 534    None  None        None       0      1   2007       WD        Normal
## 535    None  None        None       0     10   2006       WD        Normal
## 536    None  None        None       0      1   2008       WD        Normal
## 537    None  None        None       0      7   2008       WD        Normal
## 541    None  None        None       0      3   2009       WD        Normal
## 543    None  None        None       0      6   2009       WD        Normal
## 544    None  None        None       0      6   2007       WD        Normal
## 545    None  None        None       0      9   2006      New       Partial
## 547    None  None        None       0      5   2007       WD        Normal
## 548    None  None        None       0      4   2007       WD        Normal
## 549    None MnPrv        None       0      6   2008       WD        Normal
## 550    None  None        None       0     11   2009       WD        Normal
## 551    None  None        None       0     10   2008      COD       Abnorml
## 552    None  None        None       0      6   2008       WD        Normal
## 553    None  None        None       0      7   2009       WD        Normal
## 554    None MnPrv        None       0      5   2009       WD        Normal
## 555    None  None        None       0      8   2008       WD        Normal
## 556    None  None        None       0      8   2006       WD        Normal
## 557    None  MnWw        None       0      5   2006       WD        Normal
## 558    None  None        None       0      9   2006      COD        Normal
## 559    None  None        None       0      8   2008       WD        Normal
## 562    None  None        None       0      4   2006       WD        Normal
## 563    None  None        None       0      7   2008       WD        Normal
## 564    None  None        None       0      7   2008       WD        Normal
## 566    None  None        None       0      5   2010       WD        Normal
## 567    None  None        None       0      6   2008       WD        Normal
## 568    None  None        None       0      3   2010       WD        Normal
## 569    None  None        None       0      9   2009       WD        Normal
## 571    None  None        None       0     11   2008       WD        Normal
## 572    None  None        None       0     10   2006       WD       Abnorml
## 573    None  None        None       0      7   2009      New       Partial
## 574    None  None        None       0     12   2007       WD        Normal
## 575    None  GdWo        None       0     12   2007       WD        Normal
## 576    None  None        None       0     10   2008      COD       Abnorml
## 577    None  None        None       0      8   2009       WD        Normal
## 578    None  None        None       0      5   2006       WD       Abnorml
## 579    None  None        None       0      2   2008       WD       Abnorml
## 580    None  None        None       0     11   2008       WD        Normal
## 582    None  None        None       0      8   2009      New       Partial
## 583    None  None        None       0      5   2007       WD        Normal
## 584    None  None        None       0      7   2008       WD        Normal
## 585    None  None        None       0      7   2009       WD        Normal
## 586    None  None        None       0      3   2006      New       Partial
## 587    None  MnWw        None       0      5   2008       WD        Normal
## 588    None  None        None       0      7   2009       WD        Normal
## 589    None  None        None       0      6   2009       WD       Partial
## 590    None  None        Shed     600      8   2008       WD        Normal
## 591    None  None        None       0      9   2008       WD        Normal
## 592    None  None        None       0      6   2009    ConLI        Normal
## 593    None  None        None       0      6   2008       WD        Normal
## 595    None MnPrv        None       0      4   2008       WD        Normal
## 596    None  None        None       0      8   2006      New       Partial
## 597    None  None        None       0     10   2006       WD        Normal
## 598    None  None        None       0      2   2007      New       Partial
## 599    None  None        None       0      3   2006       WD        Normal
## 600    None GdPrv        None       0      7   2008      COD        Normal
## 601    None  None        None       0      6   2006       WD        Normal
## 602    None  None        None       0     12   2007       WD        Normal
## 603    None  None        None       0      2   2006       WD       Abnorml
## 604    None  None        None       0      6   2010       WD        Normal
## 605    None  None        None       0      9   2008       WD        Normal
## 606    None  None        None       0     10   2009       WD        Normal
## 607    None GdPrv        None       0     11   2009       WD        Normal
## 608    None  None        None       0      8   2006       WD        Normal
## 609    None  None        None       0      9   2007       WD        Alloca
## 610    None  None        None       0      4   2007       WD        Normal
## 614    None  None        None       0     12   2007      New       Partial
## 615    None  None        None       0      5   2010       WD        Normal
## 616    None MnPrv        None       0      5   2010       WD       Abnorml
## 618    None  None        None       0      6   2008       WD        Normal
## 619    None  None        None       0      7   2007      New       Partial
## 620    None  None        None       0      8   2008       WD        Normal
## 621    None  None        None       0      9   2008       WD        Normal
## 622    None  None        None       0      6   2008       WD        Normal
## 623    None  None        None       0      7   2009       WD        Normal
## 625    None  None        None       0     11   2006       WD        Normal
## 626    None  None        None       0      2   2010       WD        Normal
## 628    None  None        None       0      3   2010       WD        Normal
## 629    None  None        None       0      9   2007       WD        Family
## 630    None GdPrv        None       0      6   2008       WD        Normal
## 631    None MnPrv        None       0      6   2006       WD       Abnorml
## 632    None  None        None       0      8   2007       WD        Normal
## 633    None  None        None       0      4   2009       WD        Family
## 634    None  None        None       0      7   2007       WD        Normal
## 635    None GdPrv        Shed     600      6   2010       WD        Normal
## 636    None  None        None       0      3   2007       WD       Abnorml
## 637    None  None        None       0      1   2009    ConLw        Normal
## 638    None  None        None       0     11   2009       WD        Normal
## 639    None MnPrv        None       0      5   2008       WD        Normal
## 640    None  None        None       0     10   2006      New       Partial
## 641    None  None        None       0      4   2008       WD        Normal
## 643    None MnPrv        None       0      7   2009       WD        Normal
## 644    None  GdWo        None       0      4   2007       WD        Normal
## 645    None  None        None       0     10   2009      New       Partial
## 647    None  None        None       0      7   2008       WD        Normal
## 648    None  None        None       0      6   2008       WD        Normal
## 649    None  None        None       0      6   2010       WD        Normal
## 650    None MnPrv        None       0     12   2007       WD        Normal
## 651    None  None        None       0      5   2008       WD        Normal
## 652    None MnPrv        None       0     10   2009       WD        Normal
## 653    None  None        None       0      7   2009       WD        Normal
## 654    None MnPrv        None       0      6   2008       WD        Normal
## 655    None  None        None       0      8   2008       WD        Normal
## 656    None  None        None       0      3   2010       WD        Family
## 657    None MnPrv        None       0      8   2008       WD        Normal
## 658    None MnPrv        None       0      2   2008       WD        Normal
## 659    None  None        None       0      1   2010       WD       Abnorml
## 660    None MnPrv        None       0      3   2009       WD        Normal
## 662    None  None        None       0      7   2009       WD        Normal
## 663    None  None        None       0      7   2009       WD        Normal
## 664    None MnPrv        None       0      4   2008       WD        Normal
## 665    None  None        None       0      1   2006      New       Partial
## 666    None  None        None       0     11   2006       WD        Normal
## 668    None  None        None       0     10   2008       WD        Normal
## 670    None  None        None       0      7   2006       WD        Normal
## 671    None  None        None       0      2   2009       WD        Normal
## 672    None  None        None       0      7   2009       WD        Normal
## 674    None  None        None       0      6   2007       WD        Normal
## 675    None  None        None       0      7   2008       WD        Normal
## 676    None  None        None       0      4   2009       WD        Normal
## 677    None  None        None       0      5   2006       WD        Normal
## 678    None  None        None       0      5   2009       WD        Normal
## 679    None  None        None       0      7   2009      New       Partial
## 681    None  None        None       0      5   2010       WD        Normal
## 682    None  None        None       0      7   2009       WD       Abnorml
## 684    None  None        None       0      7   2007       WD        Normal
## 685    None  None        None       0      6   2010       WD        Normal
## 687    None  None        None       0      8   2007      New       Partial
## 689    None  None        None       0     10   2007      New       Partial
## 690    None  None        None       0      6   2007       WD        Normal
## 692    None  None        None       0      1   2007       WD        Normal
## 693    None  None        None       0      4   2006       WD        Normal
## 694    None  None        None       0     12   2006       WD       Abnorml
## 695    None MnPrv        None       0      4   2009       WD        Normal
## 696    None  None        None       0      7   2006       WD        Normal
## 697    None  None        None       0      6   2006       WD        Normal
## 698    None  None        None       0      9   2006       WD        Normal
## 699    None MnPrv        None       0      4   2010       WD        Normal
## 700    None  None        None       0      7   2008       WD        Normal
## 701    None  None        None       0      5   2006       WD        Normal
## 702    None  None        None       0      7   2006      COD        Normal
## 703    None  None        None       0      7   2006      New       Partial
## 704    None MnPrv        None       0      5   2010       WD        Normal
## 705    None  None        None       0      5   2010       WD        Normal
## 706    None  None        Othr    3500      7   2010       WD        Normal
## 708    None  None        None       0     12   2009       WD        Normal
## 709    None  None        None       0      7   2007      New       Partial
## 711    None  None        None       0      7   2008       WD        Normal
## 712    None  None        None       0      1   2010       WD       Abnorml
## 713    None  None        None       0     10   2008       WD        Normal
## 714    None  None        None       0      5   2006       WD        Normal
## 716    None MnPrv        None       0      8   2009       WD        Normal
## 717    None  None        None       0      7   2007       WD        Normal
## 718    None MnPrv        None       0     11   2008       WD        Normal
## 719    None  None        None       0      8   2008       WD        Normal
## 720    None  None        None       0      5   2006       WD        Normal
## 723    None  None        None       0      7   2009       WD        Normal
## 724    None  None        None       0      5   2008       WD        Normal
## 725    None  None        None       0      2   2009       WD        Normal
## 726    None  None        Shed     500     11   2009       WD        Normal
## 728    None  None        None       0      2   2009       WD        Normal
## 729    None  None        None       0      7   2009      COD       Abnorml
## 730    None  None        None       0      1   2009       WD        Normal
## 731    None  None        None       0      3   2010       WD        Normal
## 732    None  None        None       0      5   2007       WD        Normal
## 733    None  None        None       0      7   2008       WD        Normal
## 734    None  GdWo        Shed     400      3   2009       WD        Normal
## 736    None  None        None       0     10   2006       WD        Normal
## 737    None  None        None       0      7   2006       WD        Normal
## 738    None  None        None       0      6   2006       WD        Normal
## 739    None  None        None       0      3   2009       WD        Alloca
## 740    None  None        None       0      4   2009       WD        Normal
## 741    None GdPrv        None       0      5   2007       WD       Abnorml
## 742    None GdPrv        None       0      5   2008       WD        Normal
## 743    None GdPrv        None       0     12   2007       WD        Normal
## 744    None  None        None       0     10   2009       WD        Normal
## 745    None  None        None       0     10   2008       WD        Normal
## 748    None  None        None       0      5   2009       WD        Normal
## 749    None  None        None       0      3   2010       WD        Normal
## 750    None  None        None       0      4   2009       WD        Normal
## 751    None  None        None       0      6   2010       WD        Normal
## 753    None  None        None       0      7   2006       WD        Normal
## 754    None  None        None       0      3   2006       WD        Normal
## 755    None  None        None       0      7   2009       WD        Normal
## 756    None  None        None       0      3   2009       WD        Normal
## 757    None  None        None       0      4   2009       WD        Normal
## 759    None  None        None       0      8   2008       WD        Normal
## 760    None  None        None       0     11   2007       WD        Normal
## 761    None  None        Shed     450     10   2009       WD        Normal
## 762    None  None        None       0     10   2009       WD        Normal
## 763    None  None        None       0      6   2010      Con        Normal
## 764    None  None        None       0      7   2009       WD        Normal
## 765    None  None        None       0      4   2006       WD        Normal
## 766    None  None        None       0      8   2008      New       Partial
## 767    None MnPrv        Shed     500      3   2010       WD        Normal
## 768    None  None        Shed    1300      7   2008       WD        Normal
## 769    None  None        None       0     10   2006       WD        Normal
## 770    None  None        None       0      6   2010       WD        Normal
## 772    None  None        None       0      4   2006      COD        Normal
## 773    None MnPrv        None       0      3   2010       WD       Abnorml
## 774    None  None        None       0      7   2007      COD        Normal
## 775    None  None        None       0      7   2007      New       Partial
## 776    None  None        None       0      6   2009       WD        Normal
## 777    None  None        None       0      7   2006      New       Partial
## 778    None MnPrv        None       0      6   2006       WD        Normal
## 779    None  None        None       0     10   2007       WD        Normal
## 780    None  None        None       0      5   2006       WD        Normal
## 781    None  None        None       0      6   2007       WD        Normal
## 782    None  None        None       0      7   2006       WD        Normal
## 783    None  None        None       0      6   2009       WD        Normal
## 785    None  None        None       0      6   2008       WD        Normal
## 787    None  None        Shed    1200      6   2010       WD        Normal
## 788    None  None        None       0      1   2010       WD        Normal
## 789    None  None        None       0      8   2008       WD        Normal
## 791    None  None        None       0      9   2009       WD        Normal
## 793    None  None        None       0      6   2007       WD        Normal
## 794    None  None        None       0      6   2007      New       Partial
## 796    None MnPrv        None       0      4   2010       WD        Normal
## 797    None MnPrv        None       0      4   2007       WD        Normal
## 798    None  None        None       0      4   2008       WD       Abnorml
## 799    None  None        None       0      7   2009      New       Partial
## 800    None MnPrv        None       0      6   2007       WD        Normal
## 801    None  None        Shed     400      5   2008       WD        Normal
## 802    None  None        None       0      7   2007       WD        Normal
## 803    None  None        None       0     10   2008       WD        Normal
## 804    None  None        None       0      1   2009      New       Partial
## 805    None  GdWo        None       0      6   2006       WD        Family
## 806    None  None        None       0      7   2008      New       Partial
## 807    None  None        None       0     10   2006       WD        Normal
## 808    None  None        None       0      5   2009       WD        Normal
## 809    None  GdWo        None       0      6   2006       WD        Normal
## 810    None MnPrv        None       0     11   2009       WD        Normal
## 811      Fa GdPrv        None       0      1   2006       WD        Normal
## 813    None  None        Shed      54      6   2010       WD        Alloca
## 814    None  None        Shed     500      4   2007      COD        Normal
## 815    None  None        None       0      7   2006       WD        Normal
## 816    None  None        None       0      5   2010       WD        Normal
## 819    None MnPrv        None       0      6   2010       WD        Normal
## 820    None  None        None       0      6   2010      New       Partial
## 821    None  None        None       0      6   2008       WD        Normal
## 822    None  None        None       0      2   2009       WD        Normal
## 824    None  GdWo        None       0      7   2009       WD        Normal
## 825    None  None        None       0      6   2006      New       Partial
## 826    None  None        None       0      6   2008      New       Partial
## 827    None  None        None       0      5   2008       WD        Normal
## 828    None  None        None       0      4   2009       WD        Normal
## 830    None  None        None       0      7   2006       WD        Normal
## 831    None  None        None       0      6   2008       WD        Normal
## 832    None  None        None       0      6   2006       WD        Normal
## 833    None  None        None       0      1   2010       WD        Normal
## 834    None  None        None       0      2   2009       WD        Normal
## 835    None  GdWo        None       0      9   2008       WD        Normal
## 836    None  None        None       0      2   2010       WD        Normal
## 837    None  GdWo        None       0      6   2007      COD        Normal
## 838    None  None        None       0     11   2008       WD        Normal
## 839    None  None        None       0      6   2008       WD        Normal
## 840    None  None        None       0      5   2008       WD        Normal
## 842    None  None        None       0      6   2008       WD        Normal
## 843    None GdPrv        None       0      5   2008       WD        Normal
## 844    None  None        None       0      7   2007       WD        Normal
## 845    None  None        None       0      6   2008       WD        Normal
## 847    None  None        None       0      7   2009       WD        Normal
## 848    None  None        None       0      8   2009       WD        Normal
## 849    None  None        None       0      9   2008       WD        Normal
## 850    None  None        None       0      8   2007       WD        Normal
## 851    None  None        None       0     11   2007       WD        Normal
## 853    None MnPrv        None       0      8   2007       WD        Normal
## 855    None  None        None       0      7   2006       WD       Abnorml
## 858    None  None        None       0      3   2009       WD        Normal
## 859    None MnPrv        None       0      6   2009       WD        Family
## 861    None GdPrv        None       0      6   2007       WD        Normal
## 862    None  None        None       0      4   2010       WD        Normal
## 863    None GdPrv        None       0      5   2010       WD        Normal
## 864    None GdPrv        None       0      7   2009       WD        Normal
## 865    None  None        None       0      5   2008      New       Partial
## 867    None  None        None       0     11   2007      New       Partial
## 868    None  None        Shed     400      5   2007       WD        Normal
## 870    None GdPrv        None       0      6   2010       WD        Normal
## 871    None  None        None       0      8   2009       WD        Normal
## 872    None  None        None       0      6   2010       WD        Normal
## 873    None  GdWo        None       0     10   2008       WD        Normal
## 874    None  None        Othr       0      9   2009       WD        Normal
## 875    None  None        None       0      8   2009       WD       Abnorml
## 876    None  None        None       0      8   2007      New       Partial
## 877    None  None        None       0      1   2007       WD        Normal
## 878    None  None        None       0      6   2009       WD        Normal
## 879    None MnPrv        Shed     400      6   2010       WD        Normal
## 881    None  None        None       0      6   2007       WD        Normal
## 882    None  None        None       0      4   2007       WD        Normal
## 884    None  None        None       0      3   2006       WD        Normal
## 885    None  GdWo        None       0      7   2009       WD        Normal
## 886    None  None        None       0      1   2008      CWD       Abnorml
## 887    None  None        None       0      6   2006       WD        Family
## 888    None  None        None       0      4   2008       WD        Normal
## 889    None  None        None       0     10   2007       WD        Normal
## 890    None  None        None       0      2   2009       WD        Normal
## 891    None MnPrv        Shed    2000      7   2007       WD        Normal
## 892    None  None        None       0      7   2009       WD        Normal
## 893    None MnPrv        None       0      2   2006       WD        Normal
## 895    None  None        None       0      6   2009       WD        Alloca
## 896    None  None        None       0     10   2008       WD        Normal
## 897    None  None        None       0      4   2006       WD       Abnorml
## 898    None  None        None       0      6   2009       WD        Alloca
## 899    None  None        None       0      3   2010      New       Partial
## 900    None  None        None       0      6   2006       WD        Normal
## 902    None  None        None       0      5   2009       WD        Normal
## 903    None  None        None       0      7   2006       WD        Normal
## 904    None  None        None       0      8   2006      New       Partial
## 906    None MnPrv        None       0      2   2010       WD        Normal
## 907    None  None        None       0      6   2007       WD        Normal
## 908    None  None        None       0      6   2006       WD        Normal
## 910    None  None        None       0      6   2009       WD        Normal
## 911    None  None        None       0      1   2010       WD        Normal
## 913    None MnPrv        Shed     620      7   2006       WD       Abnorml
## 914    None  None        None       0      8   2007       WD        Normal
## 915    None  None        None       0      6   2009      New       Partial
## 916    None  None        None       0      1   2007       WD        Normal
## 917    None  None        None       0     10   2006       WD       Abnorml
## 919    None GdPrv        None       0     11   2007       WD        Normal
## 920    None  None        None       0      5   2008       WD        Normal
## 921    None  None        None       0      7   2007       WD        Normal
## 922    None GdPrv        None       0      9   2008       WD        Normal
## 923    None  None        None       0     10   2006      New       Partial
## 924    None  None        None       0      7   2008       WD        Normal
## 925    None  None        None       0      5   2006       WD        Normal
## 927    None  None        None       0      5   2007       WD        Normal
## 931    None  None        None       0      7   2009       WD        Normal
## 932    None  GdWo        None       0      7   2009       WD        Normal
## 933    None  None        None       0      3   2007       WD        Normal
## 934    None  None        None       0      8   2009       WD        Normal
## 935    None  None        None       0     11   2008       WD        Normal
## 936    None  None        None       0      6   2006       WD        Normal
## 937    None  None        None       0      8   2009       WD        Normal
## 938    None  None        None       0      2   2009       WD        Normal
## 939    None  None        None       0      8   2006      New       Partial
## 941    None  None        None       0      7   2006       WD        Normal
## 943    None  None        None       0      8   2007      Oth       Abnorml
## 944    None  None        None       0      6   2007       WD        Normal
## 946    None  MnWw        None       0      9   2009       WD        Normal
## 947    None  None        None       0      3   2006       WD        Normal
## 948    None  None        None       0     11   2007       WD        Normal
## 949    None  None        None       0      2   2006       WD        Normal
## 950    None  None        None       0      3   2010       WD        Normal
## 951    None  None        None       0      7   2007       WD        Normal
## 952    None MnPrv        None       0      7   2006       WD       Abnorml
## 953    None MnPrv        None       0      4   2009       WD        Normal
## 955    None  None        None       0     10   2006       WD       AdjLand
## 956    None  None        None       0      8   2007       WD        Normal
## 957    None GdPrv        None       0      5   2009       WD        Normal
## 958    None  None        None       0      4   2007       WD        Normal
## 959    None  None        None       0     10   2007       WD        Normal
## 960    None  None        None       0      5   2010       WD        Normal
## 961    None  None        None       0      2   2010       WD        Normal
## 963    None  None        None       0      7   2007       WD        Normal
## 964    None  None        None       0      5   2009       WD        Normal
## 965    None  None        None       0      2   2010       WD        Normal
## 966    None  None        None       0      7   2007      New       Partial
## 967    None  None        None       0      6   2009       WD        Normal
## 969    None  GdWo        None       0      5   2009       WD       Abnorml
## 970    None  None        None       0      3   2006    ConLD        Normal
## 971    None  None        None       0     12   2006       WD       Abnorml
## 972    None  None        None       0      7   2009       WD        Normal
## 973    None  None        None       0      4   2010       WD        Normal
## 974    None  None        None       0     12   2008      New       Partial
## 975    None GdPrv        None       0     10   2009       WD        Normal
## 977    None  None        None       0      8   2006       WD        Normal
## 978    None  None        None       0     11   2007      New       Partial
## 979    None  None        None       0      5   2007       WD       Abnorml
## 980    None MnPrv        None       0      6   2009       WD        Normal
## 982    None  None        None       0      7   2009       WD        Normal
## 983    None  None        None       0      3   2008       WD        Normal
## 985    None  None        None       0      8   2009      COD        Normal
## 986    None  None        None       0      8   2008    ConLD        Normal
## 987    None  None        None       0      6   2006       WD        Normal
## 988    None  None        None       0      4   2010      New       Partial
## 990    None  None        None       0      8   2006      New       Partial
## 991    None  None        None       0      6   2006       WD        Normal
## 992    None  None        None       0     11   2009       WD        Normal
## 993    None  MnWw        None       0      7   2007       WD        Normal
## 994    None  None        None       0      8   2006      New       Partial
## 995    None  None        None       0      7   2009       WD        Normal
## 996    None MnPrv        None       0      8   2006       WD       Abnorml
## 999    None  None        None       0      5   2006       WD        Normal
## 1000   None  None        None       0      2   2010       WD        Normal
## 1001   None  None        None       0      7   2009       WD        Normal
## 1002   None  None        None       0      1   2007       WD       Abnorml
## 1003   None  None        None       0      7   2008       WD        Normal
## 1005   None  None        None       0      5   2009       WD        Normal
## 1006   None  None        None       0     11   2008       WD        Normal
## 1008   None  None        None       0      8   2009       WD        Normal
## 1009   None  None        None       0      4   2009       WD        Normal
## 1010   None  None        None       0      6   2006       WD        Normal
## 1011   None  None        None       0      8   2008       WD        Normal
## 1012   None  None        None       0      5   2010       WD        Normal
## 1013   None  None        None       0      8   2007       WD        Normal
## 1014   None  None        None       0      6   2009       WD        Normal
## 1015   None  None        None       0     11   2007       WD        Normal
## 1016   None  None        None       0     11   2009       WD        Normal
## 1017   None  None        None       0      6   2009       WD        Normal
## 1020   None  None        None       0      4   2006       WD        Normal
## 1021   None  None        None       0      6   2008       WD        Normal
## 1022   None  None        None       0      7   2006      New       Partial
## 1023   None  None        None       0      3   2007       WD        Normal
## 1024   None  None        None       0      5   2008       WD        Normal
## 1026   None MnPrv        None       0      3   2007       WD        Normal
## 1027   None  None        None       0      4   2010       WD        Normal
## 1028   None  None        None       0      4   2008      New       Partial
## 1029   None  None        None       0      4   2007       WD        Normal
## 1030   None  None        None       0      5   2006       WD        Normal
## 1032   None  None        None       0      8   2009       WD        Normal
## 1035   None MnPrv        None       0      6   2007       WD        Normal
## 1037   None  None        None       0      9   2009       WD        Normal
## 1039   None  None        None       0      5   2009       WD        Normal
## 1040   None  None        None       0      4   2009       WD        Normal
## 1041   None GdPrv        None       0      1   2006       WD        Normal
## 1043   None  None        None       0      8   2009       WD        Normal
## 1044   None  None        None       0      5   2008       WD        Normal
## 1045   None MnPrv        None       0      7   2009       WD        Normal
## 1047   None  None        None       0      7   2006      New       Partial
## 1048   None  None        None       0      2   2008       WD        Normal
## 1049   None GdPrv        None       0     11   2009       WD        Normal
## 1050   None  None        None       0      4   2010       WD       Abnorml
## 1051   None  None        None       0      8   2007      New       Partial
## 1052   None  None        None       0     10   2007      New       Partial
## 1053   None GdPrv        None       0      6   2007       WD        Normal
## 1054   None  None        None       0      5   2010       WD        Normal
## 1055   None  None        None       0     11   2006       WD        Normal
## 1056   None MnPrv        None       0      5   2008      COD       Abnorml
## 1057   None  None        None       0      6   2006       WD        Normal
## 1059   None  None        None       0      7   2009       WD        Normal
## 1061   None  None        None       0      4   2010       WD        Normal
## 1062   None  None        Shed     560      8   2008    ConLD        Normal
## 1063   None  None        None       0      9   2007       WD        Normal
## 1064   None MnPrv        None       0      7   2006       WD        Normal
## 1066   None  None        None       0      4   2010       WD        Normal
## 1067   None  None        None       0      5   2009       WD        Normal
## 1068   None  None        None       0      6   2008       WD        Normal
## 1069   None GdPrv        None       0      6   2006       WD        Normal
## 1070   None  None        None       0      5   2007       WD        Normal
## 1071   None  None        None       0      6   2007       WD        Normal
## 1072   None  None        None       0      5   2009       WD        Normal
## 1073   None  None        None       0      8   2006       WD        Normal
## 1074   None MnPrv        None       0      7   2009       WD        Normal
## 1075   None  None        None       0      5   2007       WD        Normal
## 1076   None  None        None       0      7   2007      CWD        Normal
## 1077   None  None        Shed     500      4   2006       WD        Normal
## 1079   None  None        None       0      5   2006       WD        Normal
## 1080   None  None        None       0      4   2007       WD        Normal
## 1081   None  None        None       0     10   2008      COD       Abnorml
## 1082   None MnPrv        None       0      6   2010       WD        Normal
## 1083   None  None        None       0      9   2007       WD        Normal
## 1084   None MnPrv        Shed     700      3   2006       WD        Normal
## 1086   None  None        None       0      4   2010       WD        Normal
## 1088   None  None        None       0      5   2009       WD        Normal
## 1089   None  None        None       0      4   2006       WD        Normal
## 1090   None  None        None       0      4   2006       WD        Normal
## 1091   None  None        None       0      6   2009       WD        Normal
## 1092   None  None        None       0      3   2008       WD        Normal
## 1093   None  None        None       0      6   2008       WD        Normal
## 1094   None MnPrv        None       0     10   2006       WD        Normal
## 1095   None  None        None       0      5   2010       WD        Normal
## 1096   None  None        None       0      3   2007       WD        Normal
## 1097   None  None        None       0      3   2007       WD        Normal
## 1099   None  None        None       0      7   2009       WD        Normal
## 1100   None  None        None       0      4   2009      COD       Abnorml
## 1101   None  None        None       0      1   2009       WD        Normal
## 1102   None  None        None       0      7   2007       WD        Normal
## 1103   None  MnWw        None       0      4   2007       WD        Family
## 1104   None  None        None       0      7   2006       WD        Normal
## 1105   None  None        None       0      4   2007       WD        Normal
## 1106   None  None        None       0      4   2010       WD        Normal
## 1107   None  None        None       0      5   2007       WD        Normal
## 1108   None  None        None       0      9   2006      New       Partial
## 1110   None  None        None       0      3   2009       WD        Normal
## 1112   None  None        None       0      9   2008       WD        Normal
## 1113   None  None        None       0      7   2006       WD        Normal
## 1114   None  None        None       0      5   2007       WD        Normal
## 1115   None MnPrv        None       0      8   2006       WD        Normal
## 1116   None  None        None       0     11   2007      New       Partial
## 1118   None  None        None       0      5   2008       WD        Normal
## 1119   None  None        None       0     12   2008       WD        Normal
## 1120   None  GdWo        None       0      7   2006       WD        Normal
## 1121   None MnPrv        None       0      5   2007       WD        Normal
## 1122   None  None        None       0      7   2006      New       Partial
## 1124   None  None        None       0      6   2009       WD        Normal
## 1126   None  None        None       0     11   2009       WD        Normal
## 1127   None  None        None       0      6   2009       WD        Normal
## 1128   None  None        None       0     11   2007       WD        Family
## 1129   None  None        None       0      7   2007       WD        Normal
## 1130   None  None        None       0      8   2007       WD        Normal
## 1131   None MnPrv        None       0     12   2009       WD        Normal
## 1132   None MnPrv        None       0      9   2007      Oth       Abnorml
## 1133   None  None        None       0      5   2007       WD        Normal
## 1134   None  None        None       0      6   2009       WD        Normal
## 1135   None  None        None       0      8   2007       WD        Normal
## 1136   None  None        None       0      5   2007       WD        Normal
## 1137   None  None        None       0      4   2008       WD       Abnorml
## 1138   None  None        None       0      5   2010       WD        Normal
## 1140   None  None        None       0      5   2007       WD        Normal
## 1141   None  None        None       0      6   2008      COD       Abnorml
## 1143   None  None        None       0      4   2007      New       Partial
## 1145   None MnPrv        None       0      7   2010       WD        Normal
## 1146   None  None        None       0      8   2006       WD        Family
## 1148   None  None        None       0      7   2009       WD        Normal
## 1150   None  None        None       0      7   2009       WD        Normal
## 1151   None GdPrv        None       0     11   2007       WD        Normal
## 1152   None  None        None       0     11   2006       WD        Normal
## 1153   None  None        None       0      7   2006       WD       Abnorml
## 1156   None  None        None       0      7   2007       WD        Normal
## 1157   None MnPrv        None       0     10   2008       WD        Normal
## 1158   None  None        None       0      7   2009       WD        Normal
## 1159   None  None        None       0      6   2008    ConLD       Partial
## 1160   None  None        None       0      7   2008       WD        Normal
## 1161   None  None        None       0      7   2010       WD        Normal
## 1163   None  None        None       0      5   2007       WD        Normal
## 1164   None  None        None       0      1   2008       WD        Alloca
## 1166   None  None        None       0      9   2009      New       Partial
## 1167   None  None        None       0      2   2010       WD        Normal
## 1168   None  None        None       0      2   2006       WD        Normal
## 1169   None  None        None       0      7   2008       WD        Normal
## 1170   None  None        None       0      7   2006       WD        Normal
## 1171     Gd GdPrv        None       0      7   2008       WD        Normal
## 1172   None  None        Shed    1400     11   2008       WD        Normal
## 1173   None  None        None       0      3   2008       WD        Normal
## 1174   None MnPrv        None       0      3   2007       WD        Normal
## 1175   None  None        None       0      7   2006       WD        Normal
## 1176   None  None        None       0      4   2007       WD        Normal
## 1177   None MnPrv        None       0     10   2008       WD        Normal
## 1179   None  None        None       0      7   2009       WD        Normal
## 1180   None  None        None       0      4   2006       WD        Normal
## 1182   None  None        None       0     11   2008      New       Partial
## 1183     Ex MnPrv        None       0      7   2007       WD       Abnorml
## 1184   None  None        None       0      6   2006       WD        Normal
## 1185   None  None        None       0      5   2007       WD        Normal
## 1186   None  None        None       0      3   2006       WD        Normal
## 1187   None  None        None       0      8   2009       WD       Abnorml
## 1188   None GdPrv        None       0      7   2006       WD        Normal
## 1189   None  None        None       0      7   2009       WD        Normal
## 1190   None  None        None       0      6   2010       WD        Normal
## 1192   None  None        None       0     11   2007       WD        Normal
## 1193   None  GdWo        None       0      7   2007       WD        Normal
## 1195   None MnPrv        None       0      3   2010       WD        Normal
## 1196   None  None        None       0      7   2008       WD        Normal
## 1197   None  None        None       0     11   2006      New       Partial
## 1198   None  None        None       0      7   2006    ConLw        Normal
## 1199   None  None        None       0      6   2009       WD        Normal
## 1200   None  None        None       0     10   2006       WD        Normal
## 1201   None  None        Shed       0      7   2006      Oth       Abnorml
## 1202   None  None        None       0      3   2009       WD        Normal
## 1203   None  None        None       0      5   2009       WD        Normal
## 1204   None  None        None       0     10   2009       WD        Normal
## 1205   None MnPrv        None       0      7   2006       WD        Normal
## 1206   None  None        None       0      6   2009       WD        Normal
## 1208   None  None        None       0      5   2006       WD        Normal
## 1209   None  None        None       0     10   2008       WD        Normal
## 1210   None  None        None       0      5   2006      New       Partial
## 1211   None GdPrv        Shed     400      5   2010       WD        Normal
## 1212   None  None        None       0      6   2010       WD        Normal
## 1213   None  None        None       0      8   2009       WD        Normal
## 1215   None  None        None       0      5   2006       WD        Normal
## 1216   None MnPrv        None       0      5   2007       WD        Normal
## 1217   None  None        None       0      4   2010       WD        Normal
## 1218   None  None        None       0      9   2009      New       Partial
## 1219   None  None        None       0      7   2006       WD        Normal
## 1220   None  None        None       0      4   2006       WD       Abnorml
## 1221   None  None        None       0     11   2006       WD       Abnorml
## 1222   None  None        None       0      8   2008       WD        Normal
## 1223   None  GdWo        None       0      1   2007       WD        Normal
## 1224   None MnPrv        None       0     10   2006       WD        Normal
## 1225   None  None        None       0      2   2008       WD        Normal
## 1226   None  MnWw        None       0      6   2007       WD        Normal
## 1227   None  None        None       0      1   2008       WD        Normal
## 1228   None  None        None       0     12   2008       WD        Normal
## 1229   None  None        None       0     10   2008      New       Partial
## 1230   None  GdWo        None       0      8   2008       WD        Normal
## 1232   None  GdWo        None       0      5   2006       WD        Normal
## 1233   None  None        None       0      3   2007       WD        Normal
## 1235   None  None        None       0     11   2008       WD       Abnorml
## 1236   None  None        None       0      7   2006       WD        Normal
## 1237   None  None        None       0      6   2010       WD        Normal
## 1238   None  None        None       0      9   2006       WD        Normal
## 1239   None  None        None       0      3   2006       WD       Abnorml
## 1240   None  None        None       0     12   2007       WD        Normal
## 1241   None  None        None       0      7   2008       WD        Normal
## 1242   None  None        None       0      6   2007      New       Partial
## 1243   None MnPrv        None       0      1   2010       WD        Family
## 1244   None  None        None       0      9   2006      New       Partial
## 1246   None  None        None       0      1   2007       WD       Abnorml
## 1247   None  None        None       0      3   2006      New       Partial
## 1249   None  None        None       0      4   2008       WD        Normal
## 1250   None  None        None       0      5   2007       WD        Normal
## 1251   None  None        None       0      4   2010       WD        Normal
## 1253   None  GdWo        Shed     600     11   2009       WD        Normal
## 1255   None  None        None       0      7   2008       WD        Normal
## 1256   None  None        None       0     11   2007       WD        Normal
## 1257   None  None        None       0      8   2008       WD        Normal
## 1258   None  None        None       0      7   2009       WD        Normal
## 1259   None  None        None       0      7   2008       WD        Normal
## 1260   None  None        None       0      7   2008       WD        Normal
## 1262   None  None        None       0      6   2009       WD        Normal
## 1264   None GdPrv        None       0      7   2007       WD        Normal
## 1265   None  None        None       0      8   2008      COD       Abnorml
## 1266   None  None        None       0      3   2006       WD        Normal
## 1267   None MnPrv        None       0      1   2007       WD        Normal
## 1268   None  None        None       0      5   2010       WD        Normal
## 1270   None  GdWo        None       0      7   2007       WD        Normal
## 1274   None GdPrv        None       0      5   2008       WD        Normal
## 1275   None  None        None       0     11   2007       WD        Normal
## 1276   None  None        None       0      7   2007       WD        Normal
## 1279   None  None        None       0      3   2008       WD        Normal
## 1280   None  None        None       0      4   2010      COD       Abnorml
## 1281   None  None        None       0      3   2009       WD        Normal
## 1282   None  None        None       0      7   2006       WD        Normal
## 1283   None  None        None       0      9   2009       WD        Normal
## 1284   None  None        None       0      4   2010       WD        Normal
## 1285   None  None        None       0      3   2010       WD        Normal
## 1286   None  None        None       0      5   2009       WD        Normal
## 1289   None  None        None       0     10   2009       WD        Normal
## 1290   None  None        None       0     10   2006      New       Partial
## 1292   None  None        None       0      2   2009       WD        Normal
## 1293   None  None        None       0     12   2009       WD        Normal
## 1294   None  GdWo        None       0      3   2006       WD        Normal
## 1295   None  None        None       0      4   2006       WD        Normal
## 1296   None  GdWo        None       0     11   2006       WD        Normal
## 1297   None MnPrv        None       0     12   2008       WD        Normal
## 1298   None  None        None       0      6   2006      New       Partial
## 1300   None GdPrv        None       0      5   2010       WD        Normal
## 1303   None  None        None       0     12   2006       WD        Normal
## 1304   None  None        None       0      4   2006       WD        Normal
## 1305   None  None        None       0      4   2006       WD        Normal
## 1306   None  None        None       0     11   2009       WD        Normal
## 1307   None  None        None       0      9   2006      New       Partial
## 1308   None  None        None       0      5   2009       WD        Normal
## 1309   None  GdWo        None       0      5   2008       WD        Normal
## 1311   None  None        None       0      5   2010       WD        Normal
## 1312   None  None        None       0      1   2007      New       Partial
## 1314   None  None        None       0      5   2010       WD        Normal
## 1315   None  None        None       0     10   2007       WD        Normal
## 1316   None  None        None       0      6   2008       WD        Normal
## 1317   None  None        None       0      1   2009       WD        Normal
## 1318   None  None        None       0      4   2007      New       Partial
## 1320   None  None        None       0      2   2007       WD        Normal
## 1321   None  None        None       0      6   2009       WD        Normal
## 1323   None  None        None       0      6   2010       WD        Normal
## 1324   None  None        None       0     12   2009       WD        Normal
## 1325   None  None        None       0      2   2007      New       Partial
## 1326   None MnPrv        None       0      1   2008       WD        Normal
## 1327   None  None        None       0      5   2007       WD        Normal
## 1328   None MnPrv        None       0     10   2008       WD        Normal
## 1329   None MnPrv        Shed    1150      6   2008       WD        Normal
## 1330   None  None        None       0      6   2006       WD        Normal
## 1331   None  None        None       0     12   2007       WD        Normal
## 1332   None  None        None       0      7   2006       WD        Normal
## 1333   None  None        None       0      5   2009       WD        Normal
## 1334   None MnPrv        None       0      7   2006       WD        Normal
## 1335   None  None        None       0      5   2009       WD        Normal
## 1336   None  None        None       0      4   2009       WD        Normal
## 1337   None  None        None       0     11   2008       WD        Normal
## 1338   None  None        None       0      3   2006       WD        Normal
## 1339   None  None        None       0      6   2006       WD        Normal
## 1340   None  None        None       0      6   2006       WD        Normal
## 1341   None  GdWo        None       0      6   2007       WD        Normal
## 1342   None  None        None       0      7   2008       WD        Normal
## 1344   None  None        None       0      3   2009       WD        Normal
## 1345   None  None        None       0      7   2007      New       Partial
## 1346   None  None        None       0      7   2007       WD        Normal
## 1348   None  None        None       0      5   2007      New       Partial
## 1350   None  None        None       0     12   2008       WD        Normal
## 1351   None  None        None       0      8   2009       WD        Normal
## 1352   None  None        None       0      3   2008       WD        Normal
## 1353   None  None        None       0      7   2009       WD        Normal
## 1354   None  None        None       0      3   2010       WD        Normal
## 1356   None GdPrv        None       0      9   2006       WD        Normal
## 1360   None  None        None       0      9   2006       WD        Normal
## 1361   None  None        None       0      5   2008       WD        Normal
## 1362   None  None        None       0      6   2009       WD        Normal
## 1364   None  None        None       0      3   2007      New       Partial
## 1365   None  None        None       0      4   2006       WD       Abnorml
## 1367   None  None        None       0      6   2008       WD       Abnorml
## 1368   None  None        None       0      7   2006       WD        Normal
## 1370   None  None        None       0      5   2010       WD        Normal
## 1371   None  None        None       0     10   2009       WD        Normal
## 1372   None MnPrv        None       0     10   2008       WD        Normal
## 1373   None  None        None       0      6   2006       WD        Normal
## 1375   None  None        None       0      7   2008       WD        Normal
## 1376   None  None        None       0     12   2007      New       Partial
## 1377   None  None        None       0      4   2008       WD        Normal
## 1378   None  None        None       0      7   2009       WD        Normal
## 1379   None  None        None       0      6   2006       WD        Normal
## 1380   None  None        None       0      5   2008       WD        Normal
## 1381   None  None        None       0      6   2010       WD        Normal
## 1383   None  None        None       0     10   2006       WD        Normal
## 1385   None MnPrv        None       0     10   2009       WD        Normal
## 1386   None MnPrv        None       0      5   2010       WD        Normal
## 1387     Fa MnPrv        TenC    2000      7   2006       WD        Normal
## 1388   None  GdWo        None       0      8   2007      CWD        Family
## 1389   None  None        None       0     10   2009       WD        Normal
## 1390   None  None        None       0      3   2007       WD        Normal
## 1391   None  None        None       0      9   2006       WD        Normal
## 1392   None  None        None       0      4   2009       WD        Normal
## 1393   None  MnWw        None       0     12   2006       WD        Normal
## 1394   None  None        None       0      4   2008       WD        Normal
## 1395   None  None        None       0     10   2006      New       Partial
## 1396   None  None        None       0      2   2007       WD        Normal
## 1398   None  None        None       0      5   2007       WD        Normal
## 1399   None GdPrv        None       0      5   2009       WD        Normal
## 1400   None MnPrv        None       0     10   2009       WD        Normal
## 1401   None  None        None       0      7   2008       WD        Normal
## 1402   None  None        None       0      4   2008       WD        Normal
## 1403   None  None        None       0      7   2006      New       Partial
## 1404   None  None        None       0      8   2007       WD        Normal
## 1405   None MnPrv        None       0      1   2006       WD        Family
## 1406   None  None        None       0      1   2008       WD        Normal
## 1407   None MnPrv        None       0      3   2009       WD        Normal
## 1409   None  None        None       0      6   2010       WD        Normal
## 1410   None MnPrv        None       0     11   2008       WD        Normal
## 1411   None  None        None       0      6   2009       WD        Normal
## 1412   None MnPrv        None       0      9   2009       WD        Normal
## 1413   None  None        None       0      6   2009       WD        Normal
## 1414   None  None        None       0      9   2009      COD       Abnorml
## 1415   None  None        None       0      6   2008       WD        Normal
## 1416   None  None        None       0      5   2009       WD        Normal
## 1417   None  None        None       0      4   2010       WD        Normal
## 1419   None  None        None       0      8   2008      COD        Normal
## 1421   None  None        None       0      5   2006       WD        Normal
## 1422   None  None        None       0      7   2010       WD        Normal
## 1423   None  None        None       0      3   2008       WD        Normal
## 1426   None  None        None       0     10   2008       WD        Normal
## 1427   None  None        None       0      8   2008       WD        Normal
## 1428   None  None        None       0      4   2008       WD        Normal
## 1429   None MnPrv        None       0      2   2010       WD       Abnorml
## 1431   None  None        None       0      7   2006       WD        Normal
## 1433   None  None        None       0      8   2007       WD        Normal
## 1434   None  None        None       0      5   2008       WD        Normal
## 1435   None  None        None       0      5   2006       WD        Normal
## 1436   None GdPrv        None       0      7   2008      COD       Abnorml
## 1437   None  GdWo        None       0      5   2007       WD        Normal
## 1438   None  None        None       0     11   2008      New       Partial
## 1439   None MnPrv        None       0      4   2010       WD        Normal
## 1440   None  None        None       0     11   2007       WD        Normal
## 1441   None  None        None       0      9   2008       WD        Normal
## 1443   None  None        None       0      4   2009       WD        Normal
## 1445   None  None        None       0     11   2007       WD        Normal
## 1446   None  None        None       0      5   2007       WD        Normal
## 1448   None  None        None       0     12   2007       WD        Normal
## 1449   None  GdWo        None       0      5   2007       WD        Normal
## 1450   None  None        None       0      8   2006       WD       Abnorml
## 1451   None  None        None       0      9   2009       WD        Normal
## 1452   None  None        None       0      5   2009      New       Partial
## 1453   None  None        None       0      5   2006       WD        Normal
## 1454   None  None        None       0      7   2006       WD       Abnorml
## 1455   None  None        None       0     10   2009       WD        Normal
## 1456   None  None        None       0      8   2007       WD        Normal
## 1457   None MnPrv        None       0      2   2010       WD        Normal
## 1458   None GdPrv        Shed    2500      5   2010       WD        Normal
## 1459   None  None        None       0      4   2010       WD        Normal
## 1460   None  None        None       0      6   2008       WD        Normal
##      SalePrice
## 1       208500
## 2       181500
## 3       223500
## 4       140000
## 5       250000
## 6       143000
## 7       307000
## 9       129900
## 10      118000
## 11      129500
## 12      345000
## 14      279500
## 16      132000
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# We then group 'LotFrontage' by 'Neighborhood' to find the median in each 'Neighborhood'
LotFrontage_median <- temp %>% 
   group_by(Neighborhood)%>% 
     summarise_each(funs(median), LotFrontage)
## Warning: `summarise_each_()` was deprecated in dplyr 0.7.0.
## ℹ Please use `across()` instead.
## ℹ The deprecated feature was likely used in the dplyr package.
##   Please report the issue at <]8;;https://github.com/tidyverse/dplyr/issueshttps://github.com/tidyverse/dplyr/issues]8;;>.
## Warning: `funs()` was deprecated in dplyr 0.8.0.
## ℹ Please use a list of either functions or lambdas:
## 
## # Simple named list: list(mean = mean, median = median)
## 
## # Auto named with `tibble::lst()`: tibble::lst(mean, median)
## 
## # Using lambdas list(~ mean(., trim = .2), ~ median(., na.rm = TRUE))
LotFrontage_median
## # A tibble: 25 × 2
##    Neighborhood LotFrontage
##    <chr>              <dbl>
##  1 Blmngtn             43  
##  2 Blueste             24  
##  3 BrDale              21  
##  4 BrkSide             52  
##  5 ClearCr             80  
##  6 CollgCr             70  
##  7 Crawfor             74  
##  8 Edwards             64.5
##  9 Gilbert             65  
## 10 IDOTRR              60  
## # … with 15 more rows
# Lastly, we will perform a left join on missing 'LotFrontage' values in the cleaned train data with the median we found
train_dat <- left_join(train_dat, LotFrontage_median, by = 'Neighborhood') %>%
  mutate(LotFrontage = ifelse(is.na(LotFrontage.x), LotFrontage.y, LotFrontage.x)) %>%
  select(-LotFrontage.y, -LotFrontage.x) # remove duplicate columns

train_dat
##      MSSubClass MSZoning LotArea Street Alley LotShape LandContour Utilities
## 1            60       RL    8450   Pave  None      Reg         Lvl    AllPub
## 2            20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 3            60       RL   11250   Pave  None      IR1         Lvl    AllPub
## 4            70       RL    9550   Pave  None      IR1         Lvl    AllPub
## 5            60       RL   14260   Pave  None      IR1         Lvl    AllPub
## 6            50       RL   14115   Pave  None      IR1         Lvl    AllPub
## 7            20       RL   10084   Pave  None      Reg         Lvl    AllPub
## 8            60       RL   10382   Pave  None      IR1         Lvl    AllPub
## 9            50       RM    6120   Pave  None      Reg         Lvl    AllPub
## 10          190       RL    7420   Pave  None      Reg         Lvl    AllPub
## 11           20       RL   11200   Pave  None      Reg         Lvl    AllPub
## 12           60       RL   11924   Pave  None      IR1         Lvl    AllPub
## 13           20       RL   12968   Pave  None      IR2         Lvl    AllPub
## 14           20       RL   10652   Pave  None      IR1         Lvl    AllPub
## 15           20       RL   10920   Pave  None      IR1         Lvl    AllPub
## 16           45       RM    6120   Pave  None      Reg         Lvl    AllPub
## 17           20       RL   11241   Pave  None      IR1         Lvl    AllPub
## 18           90       RL   10791   Pave  None      Reg         Lvl    AllPub
## 19           20       RL   13695   Pave  None      Reg         Lvl    AllPub
## 20           20       RL    7560   Pave  None      Reg         Lvl    AllPub
## 21           60       RL   14215   Pave  None      IR1         Lvl    AllPub
## 22           45       RM    7449   Pave  Grvl      Reg         Bnk    AllPub
## 23           20       RL    9742   Pave  None      Reg         Lvl    AllPub
## 24          120       RM    4224   Pave  None      Reg         Lvl    AllPub
## 25           20       RL    8246   Pave  None      IR1         Lvl    AllPub
## 26           20       RL   14230   Pave  None      Reg         Lvl    AllPub
## 27           20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 28           20       RL   11478   Pave  None      Reg         Lvl    AllPub
## 29           20       RL   16321   Pave  None      IR1         Lvl    AllPub
## 30           30       RM    6324   Pave  None      IR1         Lvl    AllPub
## 31           70  C (all)    8500   Pave  Pave      Reg         Lvl    AllPub
## 32           20       RL    8544   Pave  None      IR1         Lvl    AllPub
## 33           20       RL   11049   Pave  None      Reg         Lvl    AllPub
## 34           20       RL   10552   Pave  None      IR1         Lvl    AllPub
## 35          120       RL    7313   Pave  None      Reg         Lvl    AllPub
## 36           60       RL   13418   Pave  None      Reg         Lvl    AllPub
## 37           20       RL   10859   Pave  None      Reg         Lvl    AllPub
## 38           20       RL    8532   Pave  None      Reg         Lvl    AllPub
## 39           20       RL    7922   Pave  None      Reg         Lvl    AllPub
## 40           90       RL    6040   Pave  None      Reg         Lvl    AllPub
## 41           20       RL    8658   Pave  None      Reg         Lvl    AllPub
## 42           20       RL   16905   Pave  None      Reg         Lvl    AllPub
## 43           85       RL    9180   Pave  None      IR1         Lvl    AllPub
## 44           20       RL    9200   Pave  None      IR1         Lvl    AllPub
## 45           20       RL    7945   Pave  None      Reg         Lvl    AllPub
## 46          120       RL    7658   Pave  None      Reg         Lvl    AllPub
## 47           50       RL   12822   Pave  None      IR1         Lvl    AllPub
## 48           20       FV   11096   Pave  None      Reg         Lvl    AllPub
## 49          190       RM    4456   Pave  None      Reg         Lvl    AllPub
## 50           20       RL    7742   Pave  None      Reg         Lvl    AllPub
## 51           60       RL   13869   Pave  None      IR2         Lvl    AllPub
## 52           50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 53           90       RM    8472   Grvl  None      IR2         Bnk    AllPub
## 54           20       RL   50271   Pave  None      IR1         Low    AllPub
## 55           80       RL    7134   Pave  None      Reg         Bnk    AllPub
## 56           20       RL   10175   Pave  None      IR1         Lvl    AllPub
## 57          160       FV    2645   Pave  Pave      Reg         Lvl    AllPub
## 58           60       RL   11645   Pave  None      IR1         Lvl    AllPub
## 59           60       RL   13682   Pave  None      IR2         HLS    AllPub
## 60           20       RL    7200   Pave  None      Reg         Bnk    AllPub
## 61           20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 62           75       RM    7200   Pave  None      Reg         Lvl    AllPub
## 63          120       RL    6442   Pave  None      IR1         Lvl    AllPub
## 64           70       RM   10300   Pave  None      IR1         Bnk    AllPub
## 65           60       RL    9375   Pave  None      Reg         Lvl    AllPub
## 66           60       RL    9591   Pave  None      Reg         Lvl    AllPub
## 67           20       RL   19900   Pave  None      Reg         Lvl    AllPub
## 68           20       RL   10665   Pave  None      IR1         Lvl    AllPub
## 69           30       RM    4608   Pave  None      Reg         Lvl    AllPub
## 70           50       RL   15593   Pave  None      Reg         Lvl    AllPub
## 71           20       RL   13651   Pave  None      IR1         Lvl    AllPub
## 72           20       RL    7599   Pave  None      Reg         Lvl    AllPub
## 73           60       RL   10141   Pave  None      IR1         Lvl    AllPub
## 74           20       RL   10200   Pave  None      Reg         Lvl    AllPub
## 75           50       RM    5790   Pave  None      Reg         Lvl    AllPub
## 76          180       RM    1596   Pave  None      Reg         Lvl    AllPub
## 77           20       RL    8475   Pave  None      IR1         Lvl    AllPub
## 78           50       RM    8635   Pave  None      Reg         Lvl    AllPub
## 79           90       RL   10778   Pave  None      Reg         Lvl    AllPub
## 80           50       RM   10440   Pave  Grvl      Reg         Lvl    AllPub
## 81           60       RL   13000   Pave  None      Reg         Lvl    AllPub
## 82          120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 83           20       RL   10206   Pave  None      Reg         Lvl    AllPub
## 84           20       RL    8892   Pave  None      IR1         Lvl    AllPub
## 85           80       RL    8530   Pave  None      IR1         Lvl    AllPub
## 86           60       RL   16059   Pave  None      Reg         Lvl    AllPub
## 87           60       RL   11911   Pave  None      IR2         Lvl    AllPub
## 88          160       FV    3951   Pave  Pave      Reg         Lvl    AllPub
## 89           50  C (all)    8470   Pave  None      IR1         Lvl    AllPub
## 90           20       RL    8070   Pave  None      Reg         Lvl    AllPub
## 91           20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 92           20       RL    8500   Pave  None      Reg         Lvl    AllPub
## 93           30       RL   13360   Pave  Grvl      IR1         HLS    AllPub
## 94          190  C (all)    7200   Pave  None      Reg         Lvl    AllPub
## 95           60       RL    9337   Pave  None      IR1         Lvl    AllPub
## 96           60       RL    9765   Pave  None      IR2         Lvl    AllPub
## 97           20       RL   10264   Pave  None      IR1         Lvl    AllPub
## 98           20       RL   10921   Pave  None      Reg         HLS    AllPub
## 99           30       RL   10625   Pave  None      Reg         Lvl    AllPub
## 100          20       RL    9320   Pave  None      IR1         Lvl    AllPub
## 101          20       RL   10603   Pave  None      IR1         Lvl    AllPub
## 102          60       RL    9206   Pave  None      Reg         Lvl    AllPub
## 103          90       RL    7018   Pave  None      Reg         Bnk    AllPub
## 104          20       RL   10402   Pave  None      IR1         Lvl    AllPub
## 105          50       RM    7758   Pave  None      Reg         Lvl    AllPub
## 106          60       FV    9375   Pave  None      Reg         Lvl    AllPub
## 107          30       RM   10800   Pave  Grvl      Reg         Lvl    AllPub
## 108          20       RM    6000   Pave  None      Reg         Lvl    AllPub
## 109          50       RM    8500   Pave  None      Reg         Lvl    AllPub
## 110          20       RL   11751   Pave  None      IR1         Lvl    AllPub
## 111          50       RL    9525   Pave  None      Reg         Lvl    AllPub
## 112          80       RL    7750   Pave  None      IR1         Lvl    AllPub
## 113          60       RL    9965   Pave  None      Reg         Lvl    AllPub
## 114          20       RL   21000   Pave  None      Reg         Bnk    AllPub
## 115          70       RL    7259   Pave  None      IR1         Lvl    AllPub
## 116         160       FV    3230   Pave  Pave      Reg         Lvl    AllPub
## 117          20       RL   11616   Pave  None      Reg         Lvl    AllPub
## 118          20       RL    8536   Pave  None      Reg         Lvl    AllPub
## 119          60       RL   12376   Pave  None      Reg         Lvl    AllPub
## 120          60       RL    8461   Pave  None      Reg         Lvl    AllPub
## 121          80       RL   21453   Pave  None      IR1         Low    AllPub
## 122          50       RM    6060   Pave  None      Reg         Lvl    AllPub
## 123          20       RL    9464   Pave  None      Reg         Lvl    AllPub
## 124         120       RL    7892   Pave  None      Reg         Lvl    AllPub
## 125          20       RL   17043   Pave  None      IR1         Lvl    AllPub
## 126         190       RM    6780   Pave  None      Reg         Lvl    AllPub
## 127         120       RL    4928   Pave  None      IR1         Lvl    AllPub
## 128          45       RM    4388   Pave  None      IR1         Bnk    AllPub
## 129          60       RL    7590   Pave  None      Reg         Lvl    AllPub
## 130          20       RL    8973   Pave  None      Reg         Lvl    AllPub
## 131          60       RL   14200   Pave  None      Reg         Lvl    AllPub
## 132          60       RL   12224   Pave  None      IR1         Lvl    AllPub
## 133          20       RL    7388   Pave  None      Reg         Lvl    AllPub
## 134          20       RL    6853   Pave  None      IR1         Lvl    AllPub
## 135          20       RL   10335   Pave  None      IR1         Lvl    AllPub
## 136          20       RL   10400   Pave  None      Reg         Lvl    AllPub
## 137          20       RL   10355   Pave  None      IR1         Lvl    AllPub
## 138          90       RL   11070   Pave  None      Reg         Lvl    AllPub
## 139          60       RL    9066   Pave  None      IR1         Lvl    AllPub
## 140          60       RL   15426   Pave  None      IR1         Lvl    AllPub
## 141          20       RL   10500   Pave  None      Reg         Lvl    AllPub
## 142          20       RL   11645   Pave  None      Reg         Lvl    AllPub
## 143          50       RL    8520   Pave  None      Reg         Lvl    AllPub
## 144          20       RL   10335   Pave  None      IR1         Lvl    AllPub
## 145          90       RM    9100   Pave  None      Reg         Lvl    AllPub
## 146         160       RM    2522   Pave  None      Reg         Lvl    AllPub
## 147          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 148          60       RL    9505   Pave  None      IR1         Lvl    AllPub
## 149          20       RL    7500   Pave  None      Reg         Lvl    AllPub
## 150          50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 151          20       RL   10356   Pave  None      Reg         Lvl    AllPub
## 152          20       RL   13891   Pave  None      Reg         Lvl    AllPub
## 153          60       RL   14803   Pave  None      IR1         Lvl    AllPub
## 154          20       RL   13500   Pave  None      Reg         Lvl    AllPub
## 155          30       RM   11340   Pave  None      Reg         Lvl    AllPub
## 156          50       RL    9600   Pave  None      Reg         Lvl    AllPub
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## 160          60       RL   19378   Pave  None      IR1         HLS    AllPub
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## 171          50       RM   12358   Pave  None      IR1         Lvl    AllPub
## 172          20       RL   31770   Pave  None      IR1         Lvl    AllPub
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## 185          50       RL    7438   Pave  None      IR1         Lvl    AllPub
## 186          75       RM   22950   Pave  None      IR2         Lvl    AllPub
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## 204         120       RM    4438   Pave  None      Reg         Lvl    AllPub
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## 206          20       RL   11851   Pave  None      Reg         Lvl    AllPub
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## 213          60       FV    8640   Pave  None      Reg         Lvl    AllPub
## 214          20       RL   13568   Pave  None      IR2         Lvl    AllPub
## 215          60       RL   10900   Pave  None      IR1         Lvl    AllPub
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## 221          20       RL    8990   Pave  None      IR1         Lvl    AllPub
## 222          60       RL    8068   Pave  None      IR1         Lvl    AllPub
## 223          60       RL   11475   Pave  None      Reg         Lvl    AllPub
## 224          20       RL   10500   Pave  None      Reg         Lvl    AllPub
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## 232          60       RL   15138   Pave  None      IR1         Lvl    AllPub
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## 237          20       RL    8773   Pave  None      Reg         Lvl    AllPub
## 238          60       RL    9453   Pave  None      IR1         Lvl    AllPub
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## 241          20       FV    9000   Pave  None      Reg         Lvl    AllPub
## 242          30       RM    3880   Pave  None      Reg         Lvl    AllPub
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## 244         160       RL   10762   Pave  None      Reg         Lvl    AllPub
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## 247         190       RM    9142   Pave  Grvl      Reg         Lvl    AllPub
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## 252         120       RM    4750   Pave  None      IR1         HLS    AllPub
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## 265          30       RM    5232   Pave  Grvl      IR3         Bnk    AllPub
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## 271          60       FV   10728   Pave  None      Reg         Lvl    AllPub
## 272          20       RL   39104   Pave  None      IR1         Low    AllPub
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## 283         120       RL    5063   Pave  None      Reg         Lvl    AllPub
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## 287          50       RL    9786   Pave  None      IR1         Bnk    AllPub
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## 294          60       RL   16659   Pave  None      IR1         Lvl    AllPub
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## 301         190       RL   15750   Pave  None      Reg         Lvl    AllPub
## 302          60       RL   16226   Pave  None      IR3         Lvl    AllPub
## 303          20       RL   13704   Pave  None      IR1         Lvl    AllPub
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## 305          75       RM   18386   Pave  None      Reg         Lvl    AllPub
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## 311          60       RL    7685   Pave  None      IR1         Lvl    AllPub
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## 314          20       RL  215245   Pave  None      IR3         Low    AllPub
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## 316          60       RL    7795   Pave  None      IR1         Lvl    AllPub
## 317          60       RL   13005   Pave  None      IR1         Lvl    AllPub
## 318          60       FV    9000   Pave  None      Reg         Lvl    AllPub
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## 321          60       RL   16259   Pave  None      Reg         Lvl    AllPub
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## 327         120       RL   10846   Pave  None      IR1         Lvl    AllPub
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## 331          90       RL   10624   Pave  None      IR1         Lvl    AllPub
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## 333          20       RL   10655   Pave  None      IR1         Lvl    AllPub
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## 335          60       RL    9042   Pave  None      IR1         Lvl    AllPub
## 336         190       RL  164660   Grvl  None      IR1         HLS    AllPub
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## 347          20       RL   12772   Pave  None      IR1         Lvl    AllPub
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## 350          60       RL   20431   Pave  None      IR2         Lvl    AllPub
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## 359          80       RL    6930   Pave  None      IR1         Lvl    AllPub
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## 365          60       RL   18800   Pave  None      IR1         Lvl    AllPub
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## 378          60       FV   11143   Pave  None      IR1         Lvl    AllPub
## 379          20       RL   11394   Pave  None      Reg         Lvl    AllPub
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## 382          20       FV    7200   Pave  Pave      Reg         Lvl    AllPub
## 383          60       RL    9245   Pave  None      IR1         Lvl    AllPub
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## 385          60       RL   53107   Pave  None      IR2         Low    AllPub
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## 391          50       RL    8405   Pave  Grvl      Reg         Lvl    AllPub
## 392          60       RL   12209   Pave  None      IR1         Lvl    AllPub
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## 399          30       RM    8967   Pave  None      Reg         Lvl    AllPub
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## 401         120       RL   14963   Pave  None      IR2         Lvl    AllPub
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## 405          60       RL   10364   Pave  None      IR1         Lvl    AllPub
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## 409          60       RL   14154   Pave  None      Reg         Lvl    AllPub
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## 411          20       RL    9571   Pave  None      Reg         Lvl    AllPub
## 412         190       RL   34650   Pave  None      Reg         Bnk    AllPub
## 413          20       FV    4403   Pave  None      IR2         Lvl    AllPub
## 414          30       RM    8960   Pave  Grvl      Reg         Lvl    AllPub
## 415          60       RL   11228   Pave  None      IR2         Lvl    AllPub
## 416          20       RL    8899   Pave  None      IR1         Lvl    AllPub
## 417          60       RL    7844   Pave  None      Reg         Lvl    AllPub
## 418          70       RL   22420   Pave  None      IR1         Lvl    AllPub
## 419          50       RL    8160   Pave  None      Reg         Lvl    AllPub
## 420          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 421          90       RM    7060   Pave  None      Reg         Lvl    AllPub
## 422          20       RL   16635   Pave  None      IR1         Lvl    AllPub
## 423          20       RL   21750   Pave  None      Reg         HLS    AllPub
## 424          60       RL    9200   Pave  None      Reg         Lvl    AllPub
## 425          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 426          60       RM    3378   Pave  Grvl      Reg         HLS    AllPub
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## 428          20       RL    8593   Pave  None      IR1         Lvl    AllPub
## 429          20       RL    6762   Pave  None      Reg         Lvl    AllPub
## 430          20       RL   11457   Pave  None      IR1         Lvl    AllPub
## 431         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 432          50       RM    5586   Pave  None      IR1         Bnk    AllPub
## 433         160       RM    1920   Pave  None      Reg         Lvl    AllPub
## 434          60       RL   10839   Pave  None      IR1         Lvl    AllPub
## 435         180       RM    1890   Pave  None      Reg         Lvl    AllPub
## 436          60       RL   10667   Pave  None      IR2         Lvl    AllPub
## 437          50       RM    4400   Pave  None      Reg         Lvl    AllPub
## 438          45       RM    6000   Pave  None      Reg         Lvl    AllPub
## 439          30       RL    4280   Pave  None      Reg         Lvl    AllPub
## 440          50       RL   12354   Pave  Grvl      Reg         Lvl    AllPub
## 441          20       RL   15431   Pave  None      Reg         Lvl    AllPub
## 442          90       RL   12108   Pave  None      Reg         Lvl    AllPub
## 443          50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 444         120       RL    3922   Pave  None      Reg         Lvl    AllPub
## 445          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 446          20       RL    9855   Pave  None      Reg         Lvl    AllPub
## 447          20       RL   16492   Pave  None      IR1         Lvl    AllPub
## 448          60       RL   11214   Pave  None      IR1         Lvl    AllPub
## 449          50       RM    8600   Pave  None      Reg         Bnk    AllPub
## 450          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 451          30       RM    5684   Pave  None      Reg         Lvl    AllPub
## 452          20       RL   70761   Pave  None      IR1         Low    AllPub
## 453          60       RL    9303   Pave  None      IR1         Lvl    AllPub
## 454          60       FV    9000   Pave  None      Reg         Lvl    AllPub
## 455          90       RL    9297   Pave  None      Reg         Lvl    AllPub
## 456          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 457          70       RM    4571   Pave  Grvl      Reg         Lvl    AllPub
## 458          20       RL   53227   Pave  None      IR1         Low    AllPub
## 459          70       RM    5100   Pave  Grvl      Reg         Lvl    AllPub
## 460          50       RL    7015   Pave  None      IR1         Bnk    AllPub
## 461          60       FV    8004   Pave  None      IR1         Lvl    AllPub
## 462          70       RL    7200   Pave  None      Reg         Lvl    AllPub
## 463          20       RL    8281   Pave  None      IR1         Lvl    AllPub
## 464          70       RL   11988   Pave  None      IR1         HLS    AllPub
## 465          20       RL    8430   Pave  None      Reg         HLS    AllPub
## 466         120       RM    3072   Pave  None      Reg         Lvl    AllPub
## 467          20       RL   10628   Pave  None      Reg         Lvl    AllPub
## 468          70       RL    9480   Pave  None      Reg         Lvl    AllPub
## 469          20       RL   11428   Pave  None      IR1         Lvl    AllPub
## 470          60       RL    9291   Pave  None      IR1         Lvl    AllPub
## 471         120       RL    6820   Pave  None      IR1         Lvl    AllPub
## 472          60       RL   11952   Pave  None      Reg         Lvl    AllPub
## 473         180       RM    3675   Pave  None      Reg         Lvl    AllPub
## 474          20       RL   14977   Pave  None      IR1         Lvl    AllPub
## 475         120       RL    5330   Pave  None      Reg         Lvl    AllPub
## 476          20       RL    8480   Pave  None      Reg         Lvl    AllPub
## 477          20       RL   13125   Pave  None      Reg         Lvl    AllPub
## 478          60       RL   13693   Pave  None      Reg         Lvl    AllPub
## 479          20       RL   10637   Pave  None      Reg         Lvl    AllPub
## 480          30       RM    5925   Pave  None      Reg         Bnk    AllPub
## 481          20       RL   16033   Pave  None      IR1         Lvl    AllPub
## 482          20       RL   11846   Pave  None      IR1         HLS    AllPub
## 483          70       RM    2500   Pave  Pave      Reg         Lvl    AllPub
## 484         120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 485          20       RL    7758   Pave  None      IR1         Lvl    AllPub
## 486          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 487          20       RL   10289   Pave  None      Reg         Lvl    AllPub
## 488          20       RL   12243   Pave  None      IR1         Lvl    AllPub
## 489         190       RL   10800   Pave  None      Reg         Lvl    AllPub
## 490         180       RM    1526   Pave  None      Reg         Lvl    AllPub
## 491         160       RM    2665   Pave  None      Reg         Lvl    AllPub
## 492          50       RL    9490   Pave  None      Reg         Lvl    AllPub
## 493          60       RL   15578   Pave  None      IR1         Lvl    AllPub
## 494          20       RL    7931   Pave  None      Reg         Lvl    AllPub
## 495          30       RM    5784   Pave  None      Reg         Lvl    AllPub
## 496          30  C (all)    7879   Pave  None      Reg         Lvl    AllPub
## 497          20       RL   12692   Pave  None      IR1         Lvl    AllPub
## 498          50       RL    9120   Pave  Pave      Reg         Lvl    AllPub
## 499          20       RL    7800   Pave  None      Reg         Lvl    AllPub
## 500          20       RL    7535   Pave  None      IR1         Lvl    AllPub
## 501         160       RM    1890   Pave  None      Reg         Lvl    AllPub
## 502          60       FV    9803   Pave  None      Reg         Lvl    AllPub
## 503          20       RL    9170   Pave  None      Reg         Lvl    AllPub
## 504          20       RL   15602   Pave  None      IR1         Lvl    AllPub
## 505         160       RL    2308   Pave  None      Reg         Lvl    AllPub
## 506          90       RM    7596   Pave  Grvl      Reg         Lvl    AllPub
## 507          60       RL    9554   Pave  None      IR1         Lvl    AllPub
## 508          20       FV    7862   Pave  None      IR1         Lvl    AllPub
## 509          70       RM    9600   Pave  None      Reg         Lvl    AllPub
## 510          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 511          20       RL   14559   Pave  None      Reg         Lvl    AllPub
## 512         120       RL    6792   Pave  None      IR1         Lvl    AllPub
## 513          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 514          20       RL    9187   Pave  None      Reg         Bnk    AllPub
## 515          45       RL   10594   Pave  None      Reg         Lvl    AllPub
## 516          20       RL   12220   Pave  None      Reg         Lvl    AllPub
## 517          80       RL   10448   Pave  None      IR1         Lvl    AllPub
## 518          60       RL   10208   Pave  None      IR1         Lvl    AllPub
## 519          60       RL    9531   Pave  None      IR1         Lvl    AllPub
## 520          70       RL   10918   Pave  None      Reg         Lvl    AllPub
## 521         190       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 522          20       RL   11988   Pave  None      IR1         Lvl    AllPub
## 523          50       RM    5000   Pave  None      Reg         Lvl    AllPub
## 524          60       RL   11787   Pave  None      IR1         Lvl    AllPub
## 525          20       FV    7500   Pave  Pave      Reg         Lvl    AllPub
## 526          20       RL   13300   Pave  None      Reg         Lvl    AllPub
## 527          60       RL   14948   Pave  None      IR1         Lvl    AllPub
## 528          30       RL    9098   Pave  None      IR1         Lvl    AllPub
## 529          20       RL   32668   Pave  None      IR1         Lvl    AllPub
## 530          80       RL   10200   Pave  None      Reg         Lvl    AllPub
## 531          70       RM    6155   Pave  None      IR1         Lvl    AllPub
## 532          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 533          20       RL    5000   Pave  None      Reg         Low    AllPub
## 534          60       RL    9056   Pave  None      IR1         Lvl    AllPub
## 535         190       RL    7000   Pave  None      Reg         Lvl    AllPub
## 536          60       RL    8924   Pave  None      IR1         Lvl    AllPub
## 537          20       RL   12735   Pave  None      IR1         Lvl    AllPub
## 538          20       RL   11553   Pave  None      IR1         Lvl    AllPub
## 539          20       RL   11423   Pave  None      Reg         Lvl    AllPub
## 540          20       RL   14601   Pave  None      Reg         Lvl    AllPub
## 541          60       RL   11000   Pave  None      Reg         Lvl    AllPub
## 542          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 543         120       RH    4058   Pave  None      Reg         Lvl    AllPub
## 544          60       RL   17104   Pave  None      IR1         Lvl    AllPub
## 545          50       RL   13837   Pave  None      IR1         Lvl    AllPub
## 546          50       RL    8737   Pave  None      IR1         Bnk    AllPub
## 547          85       RL    7244   Pave  None      Reg         Lvl    AllPub
## 548          20       RM    8235   Pave  None      IR1         HLS    AllPub
## 549          60       FV    9375   Pave  None      Reg         Lvl    AllPub
## 550         120       RL    4043   Pave  None      Reg         Lvl    AllPub
## 551          20       RM    6000   Pave  None      Reg         Lvl    AllPub
## 552          20       RL   11146   Pave  None      IR1         Lvl    AllPub
## 553          20       RL    8777   Pave  None      Reg         Lvl    AllPub
## 554          60       RL   10625   Pave  None      Reg         Lvl    AllPub
## 555          45       RM    6380   Pave  None      Reg         Lvl    AllPub
## 556          20       RL   14850   Pave  None      IR1         Lvl    AllPub
## 557          50  C (all)   11040   Pave  None      Reg         Low    AllPub
## 558          60       RL   21872   Pave  None      IR2         HLS    AllPub
## 559         120       RL    3196   Pave  None      Reg         Lvl    AllPub
## 560          20       RL   11341   Pave  None      IR1         Lvl    AllPub
## 561          20       RL   10010   Pave  None      Reg         Lvl    AllPub
## 562          30       RL   13907   Pave  None      Reg         Lvl    AllPub
## 563          50       RL   21780   Pave  None      Reg         Lvl    AllPub
## 564          60       RL   13346   Pave  None      IR1         Lvl    AllPub
## 565          70       RL    6858   Pave  None      Reg         Bnk    AllPub
## 566          60       RL   11198   Pave  None      IR1         Lvl    AllPub
## 567          20       RL   10171   Pave  None      IR1         Lvl    AllPub
## 568          50       RL   12327   Pave  None      IR1         Low    AllPub
## 569          90       RL    7032   Pave  None      IR1         Lvl    AllPub
## 570          90       RL   13101   Pave  None      IR1         Lvl    AllPub
## 571          20       RL    7332   Pave  None      Reg         Lvl    AllPub
## 572          60       RL   13159   Pave  None      IR1         HLS    AllPub
## 573          80       RL    9967   Pave  None      IR1         Lvl    AllPub
## 574          80       RL   10500   Pave  None      Reg         Lvl    AllPub
## 575          50       RL    8480   Pave  None      Reg         Lvl    AllPub
## 576          50       RL    6292   Pave  None      Reg         Lvl    AllPub
## 577          80       RL   11777   Pave  None      IR1         Lvl    AllPub
## 578         160       FV    3604   Pave  Pave      Reg         Lvl    AllPub
## 579          50       RM   12150   Pave  Grvl      Reg         Lvl    AllPub
## 580          20       RL   14585   Pave  None      IR1         Lvl    AllPub
## 581          20       RL   12704   Pave  None      Reg         Lvl    AllPub
## 582          90       RL   11841   Grvl  None      Reg         Lvl    AllPub
## 583          75       RM   13500   Pave  None      Reg         Lvl    AllPub
## 584          50       RM    6120   Pave  None      Reg         Lvl    AllPub
## 585          20       RL   11443   Pave  None      Reg         Lvl    AllPub
## 586          30       RL   10267   Pave  None      Reg         Lvl    AllPub
## 587          85       RL    8740   Pave  None      IR1         Lvl    AllPub
## 588          20       RL   25095   Pave  None      IR1         Low    AllPub
## 589          40       RM    9100   Pave  None      Reg         Lvl    AllPub
## 590          60       RL    8320   Pave  None      Reg         Lvl    AllPub
## 591          60       RL   13478   Pave  None      IR1         Lvl    AllPub
## 592          20       RL    6600   Pave  None      Reg         Lvl    AllPub
## 593         120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 594          20       RL    7990   Pave  None      IR1         Lvl    AllPub
## 595          20       RL   11302   Pave  None      IR1         Lvl    AllPub
## 596          70       RM    3600   Pave  Grvl      Reg         Lvl    AllPub
## 597         120       RL    3922   Pave  None      Reg         Lvl    AllPub
## 598          20       RL   12984   Pave  None      Reg         Bnk    AllPub
## 599         160       RM    1950   Pave  None      Reg         Lvl    AllPub
## 600          60       RL   10927   Pave  None      Reg         Lvl    AllPub
## 601          50       RM    9000   Pave  None      Reg         Bnk    AllPub
## 602          60       RL   10041   Pave  None      IR1         Lvl    AllPub
## 603         160       FV    3182   Pave  Pave      Reg         Lvl    AllPub
## 604          20       RL   12803   Pave  None      IR1         Lvl    AllPub
## 605          60       RL   13600   Pave  None      Reg         Lvl    AllPub
## 606          20       RL   12464   Pave  None      IR2         Low    AllPub
## 607          20       RL    7800   Pave  None      Reg         Bnk    AllPub
## 608          70       RL   12168   Pave  None      Reg         HLS    AllPub
## 609          20       RL    7943   Pave  None      Reg         Lvl    AllPub
## 610          60       RL   11050   Pave  None      Reg         Lvl    AllPub
## 611          80       RL   10395   Pave  None      IR1         Lvl    AllPub
## 612          60       RL   11885   Pave  None      Reg         Lvl    AllPub
## 613          20       RL    8402   Pave  None      Reg         Lvl    AllPub
## 614         180       RM    1491   Pave  None      Reg         Lvl    AllPub
## 615          85       RL    8800   Pave  None      Reg         Lvl    AllPub
## 616          60       RL    7861   Pave  None      IR1         Lvl    AllPub
## 617          45       RL    7227   Pave  None      Reg         HLS    AllPub
## 618          20       RL   11694   Pave  None      Reg         Lvl    AllPub
## 619          60       RL   12244   Pave  None      Reg         Lvl    AllPub
## 620          30       RL    8248   Pave  Grvl      Reg         Lvl    AllPub
## 621          60       RL   10800   Pave  None      Reg         Lvl    AllPub
## 622          20       RL    7064   Pave  None      Reg         Lvl    AllPub
## 623         160       FV    2117   Pave  None      Reg         Lvl    AllPub
## 624          60       RL   10400   Pave  None      Reg         Lvl    AllPub
## 625          20       RL   10000   Pave  None      IR1         Lvl    AllPub
## 626          20       RL   12342   Pave  None      IR1         Lvl    AllPub
## 627          80       RL    9600   Pave  None      Reg         Lvl    AllPub
## 628          60       RL   11606   Pave  None      IR1         HLS    AllPub
## 629          80       RL    9020   Pave  None      Reg         Lvl    AllPub
## 630          70       RM    9000   Pave  Grvl      Reg         Lvl    AllPub
## 631         120       RL    4590   Pave  None      Reg         Lvl    AllPub
## 632          20       RL   11900   Pave  None      Reg         Lvl    AllPub
## 633          20       RL    9250   Pave  None      Reg         Lvl    AllPub
## 634          90       RL    6979   Pave  None      Reg         Lvl    AllPub
## 635         190       RH   10896   Pave  Pave      Reg         Bnk    AllPub
## 636          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 637         190       RM    6000   Pave  None      Reg         Lvl    AllPub
## 638          30       RL    8777   Pave  None      Reg         Lvl    AllPub
## 639         120       RL    3982   Pave  None      Reg         Lvl    AllPub
## 640         120       RL   12677   Pave  None      IR1         Lvl    AllPub
## 641          60       FV    7050   Pave  None      Reg         Lvl    AllPub
## 642          80       RL   13860   Pave  None      Reg         Lvl    AllPub
## 643          60       RL   10793   Pave  None      Reg         Lvl    AllPub
## 644          20       FV    9187   Pave  None      Reg         Lvl    AllPub
## 645          20       RL   10530   Pave  None      IR1         Lvl    AllPub
## 646          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 647          20       RL   10452   Pave  None      IR1         Lvl    AllPub
## 648          60       RL    7700   Pave  None      Reg         Lvl    AllPub
## 649         180       RM    1936   Pave  None      Reg         Lvl    AllPub
## 650          60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 651          70       RL    9084   Pave  None      Reg         Lvl    AllPub
## 652          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 653          50       RM   10320   Pave  Grvl      Reg         Lvl    AllPub
## 654          20       RL   10437   Pave  None      IR1         Lvl    AllPub
## 655         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 656          20       RL   10007   Pave  None      IR1         Lvl    AllPub
## 657          70       RL    7200   Pave  None      Reg         HLS    AllPub
## 658          50       RL   17503   Pave  None      Reg         Lvl    AllPub
## 659          20       RL    9937   Pave  None      Reg         Lvl    AllPub
## 660          60       RL   12384   Pave  None      Reg         Lvl    AllPub
## 661          60       RL   46589   Pave  None      IR2         Lvl    AllPub
## 662          20       RL   13560   Pave  None      Reg         Lvl    AllPub
## 663          85       RL   10012   Pave  None      Reg         Lvl    AllPub
## 664          20       RL   20896   Pave  None      IR2         Lvl    AllPub
## 665          60       RL   11194   Pave  None      IR1         Lvl    AllPub
## 666          60       RL   18450   Pave  None      IR1         Lvl    AllPub
## 667          20       RL    8125   Pave  None      Reg         Lvl    AllPub
## 668          20       RL   14175   Pave  None      Reg         Bnk    AllPub
## 669          30       RL   11600   Pave  None      Reg         Lvl    AllPub
## 670          60       RL    8633   Pave  None      Reg         Lvl    AllPub
## 671          70       RH    6629   Pave  None      Reg         Lvl    AllPub
## 672          20       RL   11250   Pave  None      IR1         Lvl    AllPub
## 673          20       RL   14442   Pave  None      Reg         Lvl    AllPub
## 674          20       RL    9200   Pave  None      Reg         Lvl    AllPub
## 675         160       RL    2289   Pave  None      Reg         Lvl    AllPub
## 676          70       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 677          30       RL    9022   Pave  None      Reg         Lvl    AllPub
## 678          20       RL   11844   Pave  None      IR1         Lvl    AllPub
## 679          20       RL    9945   Pave  None      IR1         Lvl    AllPub
## 680         120       RL    8012   Pave  None      Reg         Lvl    AllPub
## 681          50       RH    4500   Pave  Pave      IR2         Bnk    AllPub
## 682         120       RL    2887   Pave  None      Reg         HLS    AllPub
## 683          20       RL   11248   Pave  None      IR1         Lvl    AllPub
## 684          60       RL   16770   Pave  None      IR2         Lvl    AllPub
## 685         160       RL    5062   Pave  None      IR1         Lvl    AllPub
## 686          60       FV   10207   Pave  None      Reg         Lvl    AllPub
## 687         160       FV    5105   Pave  None      IR2         Lvl    AllPub
## 688          20       RL    8089   Pave  None      Reg         HLS    AllPub
## 689         120       RL    7577   Pave  None      IR1         Lvl    AllPub
## 690         120       RM    4426   Pave  None      Reg         Lvl    AllPub
## 691          60       RL   21535   Pave  None      IR1         Lvl    AllPub
## 692          60       RL   26178   Pave  None      IR1         Lvl    AllPub
## 693          30       RL    5400   Pave  None      Reg         Lvl    AllPub
## 694          50       RM    6120   Pave  None      Reg         Lvl    AllPub
## 695          20       RL   13811   Pave  None      IR1         Lvl    AllPub
## 696          30       RM    6000   Pave  None      Reg         Lvl    AllPub
## 697          20       RL    6420   Pave  None      IR1         Lvl    AllPub
## 698          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 699         120       FV    4282   Pave  Pave      IR2         Lvl    AllPub
## 700          20       RL   14331   Pave  None      Reg         Lvl    AllPub
## 701          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 702          60       RL   12438   Pave  None      IR1         Lvl    AllPub
## 703         190       RM    7630   Pave  None      Reg         Lvl    AllPub
## 704          20       RL    8400   Pave  None      Reg         Lvl    AllPub
## 705         190       RM    5600   Pave  None      Reg         Lvl    AllPub
## 706          20       RL  115149   Pave  None      IR2         Low    AllPub
## 707         120       RL    6240   Pave  None      Reg         Lvl    AllPub
## 708          60       RL    9018   Pave  None      IR1         Lvl    AllPub
## 709          20       RL    7162   Pave  None      IR1         Lvl    AllPub
## 710          30       RL    4130   Pave  None      IR1         Lvl    AllPub
## 711          50  C (all)    8712   Pave  Pave      Reg         HLS    AllPub
## 712         120       RL    4671   Pave  None      IR1         HLS    AllPub
## 713         190       RL    9873   Pave  None      Reg         Lvl    AllPub
## 714          60       RL   13517   Pave  None      IR1         Lvl    AllPub
## 715          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 716          70       RM   10800   Pave  Grvl      Reg         Bnk    AllPub
## 717          20       RL   10000   Pave  None      Reg         Lvl    AllPub
## 718          60       RL   10542   Pave  None      Reg         Lvl    AllPub
## 719          20       RL    9920   Pave  None      IR1         Lvl    AllPub
## 720         120       RL    6563   Pave  None      IR1         Low    AllPub
## 721         120       RM    4426   Pave  None      Reg         Lvl    AllPub
## 722          20       RL    8120   Pave  None      Reg         Lvl    AllPub
## 723          50       RL    8172   Pave  None      Reg         Lvl    AllPub
## 724          20       RL   13286   Pave  None      IR1         Lvl    AllPub
## 725          20       RL    6960   Pave  None      Reg         Lvl    AllPub
## 726          20       RL   21695   Pave  None      IR1         Lvl    AllPub
## 727          20       RL    7314   Pave  None      Reg         Lvl    AllPub
## 728          90       RL   11475   Pave  None      Reg         Lvl    AllPub
## 729          30       RM    6240   Pave  Grvl      Reg         Lvl    AllPub
## 730         120       RL    5389   Pave  None      IR1         Lvl    AllPub
## 731          80       RL    9590   Pave  None      IR1         Lvl    AllPub
## 732          60       RL   11404   Pave  None      IR1         Lvl    AllPub
## 733          20       RL   10000   Pave  None      Reg         Lvl    AllPub
## 734          20       RL    8978   Pave  None      IR1         Lvl    AllPub
## 735          75       RM   10800   Pave  None      Reg         Lvl    AllPub
## 736          90       RL    8544   Pave  None      Reg         Lvl    AllPub
## 737          60       RL   10463   Pave  None      IR1         HLS    AllPub
## 738          90       RL   10800   Pave  None      Reg         Lvl    AllPub
## 739          60       RL    9313   Pave  None      IR1         Lvl    AllPub
## 740          70       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 741          20       RL    6768   Pave  None      IR1         Lvl    AllPub
## 742          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 743          80       RL   12886   Pave  None      IR1         Lvl    AllPub
## 744         120       RL    5395   Pave  None      IR1         HLS    AllPub
## 745          60       RL    8963   Pave  None      IR1         Lvl    AllPub
## 746          60       RL    8795   Pave  None      IR1         Lvl    AllPub
## 747          70       RM   11700   Pave  Pave      IR1         Lvl    AllPub
## 748          20       RL   10593   Pave  None      IR1         Lvl    AllPub
## 749          50       RL    8405   Pave  None      Reg         Lvl    AllPub
## 750          50       RM    8800   Pave  Grvl      Reg         Lvl    AllPub
## 751          60       RL    7750   Pave  None      Reg         Lvl    AllPub
## 752          20       RL    9236   Pave  None      IR1         Lvl    AllPub
## 753          60       RL   10240   Pave  None      Reg         Lvl    AllPub
## 754          20       RL    7930   Pave  None      Reg         Lvl    AllPub
## 755         160       FV    3230   Pave  Pave      Reg         Lvl    AllPub
## 756          60       RL   10769   Pave  None      IR1         Lvl    AllPub
## 757          60       RL   11616   Pave  None      IR1         Lvl    AllPub
## 758         160       FV    2280   Pave  Pave      Reg         Lvl    AllPub
## 759          60       RL   12257   Pave  None      IR1         Lvl    AllPub
## 760          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 761          30       RM    6911   Pave  None      Reg         Lvl    AllPub
## 762          60       FV    8640   Pave  None      Reg         Lvl    AllPub
## 763          60       RL    9430   Pave  None      Reg         Lvl    AllPub
## 764         120       RL    9549   Pave  None      IR1         Lvl    AllPub
## 765          20       RL   14587   Pave  None      IR1         Lvl    AllPub
## 766          60       RL   10421   Pave  None      Reg         Lvl    AllPub
## 767          50       RL   12508   Pave  None      IR1         Lvl    AllPub
## 768          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 769          60       RL   53504   Pave  None      IR2         HLS    AllPub
## 770          85       RL    7252   Pave  None      IR1         Lvl    AllPub
## 771          20       RL    8877   Pave  None      Reg         Lvl    AllPub
## 772          80       RL    7819   Pave  None      Reg         Lvl    AllPub
## 773          20       RL   10150   Pave  None      Reg         Lvl    AllPub
## 774          20       RL   14226   Pave  None      Reg         Lvl    AllPub
## 775         120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 776          20       RL   11210   Pave  None      IR1         Lvl    AllPub
## 777          20       RL   13350   Pave  None      IR1         Lvl    AllPub
## 778          90       RH    8400   Pave  None      Reg         Lvl    AllPub
## 779          90       RL   10530   Pave  None      Reg         Lvl    AllPub
## 780          20       RL    7875   Pave  None      Reg         Lvl    AllPub
## 781          60       RL    7153   Pave  None      Reg         Lvl    AllPub
## 782          20       RL   16285   Pave  None      IR2         Lvl    AllPub
## 783          85       RL    9101   Pave  None      IR1         Lvl    AllPub
## 784          75       RM    6300   Pave  Grvl      Reg         Lvl    AllPub
## 785          20       RL    9790   Pave  None      Reg         Lvl    AllPub
## 786          50       RM   10800   Pave  None      Reg         Lvl    AllPub
## 787          60       RL   10142   Pave  None      IR1         Lvl    AllPub
## 788          20       RM    6000   Pave  None      Reg         Lvl    AllPub
## 789          60       RL   12205   Pave  None      IR1         Low    AllPub
## 790         120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 791          80       RL   11333   Pave  None      IR1         Lvl    AllPub
## 792          60       RL    9920   Pave  None      IR1         Lvl    AllPub
## 793          20       RL    9158   Pave  None      Reg         Lvl    AllPub
## 794          60       RL   10832   Pave  None      IR1         Lvl    AllPub
## 795          60       RL    8400   Pave  None      Reg         Lvl    AllPub
## 796          20       RL    8197   Pave  None      Reg         Lvl    AllPub
## 797          20       RL    7677   Pave  None      Reg         Lvl    AllPub
## 798          60       RL   13518   Pave  None      Reg         Lvl    AllPub
## 799          50       RL    7200   Pave  None      Reg         Lvl    AllPub
## 800          60       RL   12798   Pave  None      IR1         HLS    AllPub
## 801          30       RM    4800   Pave  None      Reg         Lvl    AllPub
## 802          60       RL    8199   Pave  None      Reg         Lvl    AllPub
## 803          60       RL   13891   Pave  None      Reg         Lvl    AllPub
## 804          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 805          20       RL   12274   Pave  None      IR1         Lvl    AllPub
## 806          80       RL    9750   Pave  None      Reg         Lvl    AllPub
## 807          70       RL   21384   Pave  None      Reg         Lvl    AllPub
## 808          80       RL   13400   Pave  None      Reg         Lvl    AllPub
## 809          75       RM    8100   Pave  None      Reg         Lvl    AllPub
## 810          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 811         120       RM    4438   Pave  None      Reg         Lvl    AllPub
## 812          20  C (all)    8712   Grvl  None      Reg         Bnk    AllPub
## 813          20       RL    9750   Pave  None      Reg         Lvl    AllPub
## 814          50       RL    8248   Pave  Grvl      Reg         Lvl    AllPub
## 815          20       RL   12137   Pave  None      IR2         Lvl    AllPub
## 816          20       RL   11425   Pave  None      IR1         Lvl    AllPub
## 817          20       RL   13265   Pave  None      IR1         Lvl    AllPub
## 818          80       RL    8816   Pave  None      Reg         Lvl    AllPub
## 819         120       RL    6371   Pave  None      IR1         Lvl    AllPub
## 820          60       RL    7226   Pave  None      IR1         Lvl    AllPub
## 821          20       RM    6000   Pave  Pave      Reg         Bnk    AllPub
## 822          60       RL   12394   Pave  None      IR1         Lvl    AllPub
## 823          50       RL    9900   Pave  None      Reg         Lvl    AllPub
## 824          20       FV   11216   Pave  None      Reg         Lvl    AllPub
## 825          20       RL   14803   Pave  None      Reg         Lvl    AllPub
## 826          45       RM    6130   Pave  None      Reg         Lvl    AllPub
## 827          20       RL    8529   Pave  None      IR1         Lvl    AllPub
## 828          60       RL   28698   Pave  None      IR2         Low    AllPub
## 829         160       FV    2544   Pave  Pave      Reg         Lvl    AllPub
## 830          20       RL   11900   Pave  None      IR1         Lvl    AllPub
## 831         160       FV    3180   Pave  Pave      Reg         Lvl    AllPub
## 832          60       RL    9548   Pave  None      IR1         Lvl    AllPub
## 833          20       RL   10004   Pave  None      Reg         Lvl    AllPub
## 834          20       RL    7875   Pave  None      Reg         Lvl    AllPub
## 835          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 836          30       RM    8100   Pave  Pave      Reg         Lvl    AllPub
## 837         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 838          20       RL    9525   Pave  None      Reg         Lvl    AllPub
## 839          50       RL   11767   Pave  None      Reg         Lvl    AllPub
## 840          70       RH   12155   Pave  None      IR1         Lvl    AllPub
## 841          70       RM   10440   Pave  Grvl      Reg         Lvl    AllPub
## 842          80       RL    9020   Pave  None      Reg         Lvl    AllPub
## 843          90       RL    8000   Pave  None      Reg         Lvl    AllPub
## 844          50       RM   12665   Pave  Grvl      IR1         Lvl    AllPub
## 845          85       RL   16647   Pave  None      IR1         Lvl    AllPub
## 846          60       RL    9317   Pave  None      Reg         Lvl    AllPub
## 847          20       RL   15523   Pave  None      IR1         Lvl    AllPub
## 848          50       RL   45600   Pave  None      IR2         Bnk    AllPub
## 849          80       RL    9600   Pave  None      Reg         Lvl    AllPub
## 850         120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 851         120       RL    3196   Pave  None      Reg         Lvl    AllPub
## 852          75       RL    7128   Pave  None      Reg         Lvl    AllPub
## 853          80       RL   12095   Pave  None      IR1         Lvl    AllPub
## 854          20       RL   17920   Pave  None      Reg         Lvl    AllPub
## 855          20       RL    6897   Pave  None      IR1         Lvl    AllPub
## 856          80       RL   10970   Pave  None      IR1         Low    AllPub
## 857          60       RL    8125   Pave  None      Reg         Lvl    AllPub
## 858          20       RL   10400   Pave  None      Reg         Lvl    AllPub
## 859          60       RL   11029   Pave  None      IR1         Lvl    AllPub
## 860          50       RL    7642   Pave  None      Reg         Lvl    AllPub
## 861         190       RL   11625   Pave  None      Reg         Lvl    AllPub
## 862          20       RL    9672   Pave  None      Reg         Lvl    AllPub
## 863          20       RL    7931   Pave  None      Reg         Lvl    AllPub
## 864          20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 865          20       RL    8750   Pave  None      IR1         Lvl    AllPub
## 866          20       RL   10656   Pave  None      IR1         HLS    AllPub
## 867          20       RL    6970   Pave  None      Reg         Lvl    AllPub
## 868          60       RL   14762   Pave  None      IR2         Lvl    AllPub
## 869          60       RL    9938   Pave  None      Reg         Lvl    AllPub
## 870          20       RL    6600   Pave  None      Reg         Lvl    AllPub
## 871          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 872          20       RL    8892   Pave  None      Reg         Lvl    AllPub
## 873          40       RL   12144   Pave  None      Reg         Lvl    AllPub
## 874          50       RM    5720   Pave  None      Reg         Lvl    AllPub
## 875          60       FV    9000   Pave  None      Reg         Lvl    AllPub
## 876          20       RL   25286   Pave  None      Reg         HLS    AllPub
## 877          60       RL    8834   Pave  None      Reg         Lvl    AllPub
## 878          85       RL   11782   Pave  None      IR1         Lvl    AllPub
## 879          20       RL    7000   Pave  None      IR1         Lvl    AllPub
## 880          20       RL    7024   Pave  None      Reg         Lvl    AllPub
## 881          50       RL   13758   Pave  None      IR1         Lvl    AllPub
## 882          60       RL    9636   Pave  None      IR1         Lvl    AllPub
## 883          75       RL    6204   Pave  None      Reg         Bnk    AllPub
## 884          20       RL    7150   Pave  None      Reg         Lvl    AllPub
## 885         120       FV    5119   Pave  None      IR1         Lvl    AllPub
## 886          90       RL    8393   Pave  None      Reg         Lvl    AllPub
## 887          50       RL   16466   Pave  None      IR1         Lvl    AllPub
## 888          20       RL   15865   Pave  None      IR1         Lvl    AllPub
## 889          20       RL   12160   Pave  None      Reg         Lvl    AllPub
## 890          50       RL    8064   Pave  None      Reg         Lvl    AllPub
## 891          60       RL   11184   Pave  None      Reg         Lvl    AllPub
## 892          20       RL    8414   Pave  None      Reg         Lvl    AllPub
## 893          20       RL   13284   Pave  None      Reg         Lvl    AllPub
## 894          90       RL    7018   Pave  None      Reg         Bnk    AllPub
## 895          60       RL    7056   Pave  None      Reg         Lvl    AllPub
## 896          30       RM    8765   Pave  Grvl      Reg         Lvl    AllPub
## 897          90       RL    7018   Pave  None      Reg         Lvl    AllPub
## 898          20       RL   12919   Pave  None      IR1         Lvl    AllPub
## 899          20       RL    6993   Pave  None      Reg         Lvl    AllPub
## 900          20       RL    7340   Pave  None      IR1         Lvl    AllPub
## 901          20       RL    8712   Pave  None      IR1         Lvl    AllPub
## 902          60       RL    7875   Pave  None      Reg         Lvl    AllPub
## 903          20       RL   14859   Pave  None      IR1         HLS    AllPub
## 904          20       RL    6173   Pave  None      IR1         Lvl    AllPub
## 905          20       RL    9920   Pave  None      Reg         Lvl    AllPub
## 906          20       RL   13501   Pave  None      IR1         Lvl    AllPub
## 907          50       RL   11500   Pave  None      IR1         Lvl    AllPub
## 908          20       RL    8885   Pave  None      IR1         Low    AllPub
## 909          60       RL   12589   Pave  None      IR2         Lvl    AllPub
## 910          90       RL   11600   Pave  None      Reg         Lvl    AllPub
## 911          20       RL    9286   Pave  None      IR1         Lvl    AllPub
## 912          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 913          90       RH    6270   Pave  None      Reg         HLS    AllPub
## 914         160       FV    3000   Pave  Pave      Reg         Lvl    AllPub
## 915         160       RM    2001   Pave  None      Reg         Lvl    AllPub
## 916          20  C (all)    9000   Pave  None      Reg         Lvl    AllPub
## 917          20       RL   17140   Pave  None      Reg         Lvl    AllPub
## 918          60       RL   13125   Pave  None      IR1         Lvl    AllPub
## 919          20       RL   11029   Pave  None      IR1         Lvl    AllPub
## 920          60       RL    8462   Pave  None      IR1         Lvl    AllPub
## 921          90       RL    8777   Pave  None      Reg         Lvl    AllPub
## 922          20       RL   10237   Pave  None      Reg         Lvl    AllPub
## 923         120       RL    8012   Pave  None      Reg         Lvl    AllPub
## 924          20       RL   10240   Pave  None      Reg         Lvl    AllPub
## 925          20       RL   15611   Pave  None      IR1         Lvl    AllPub
## 926          60       RL   11999   Pave  None      Reg         Lvl    AllPub
## 927          60       RL    9900   Pave  None      Reg         Lvl    AllPub
## 928          20       RL   11838   Pave  None      Reg         Lvl    AllPub
## 929          60       RL   13006   Pave  None      IR1         Lvl    AllPub
## 930          20       RL    8925   Pave  None      IR1         HLS    AllPub
## 931          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 932          20       RL   11670   Pave  None      IR1         Lvl    AllPub
## 933          20       RL    8487   Pave  None      Reg         Lvl    AllPub
## 934          20       RL   27650   Pave  None      IR2         HLS    AllPub
## 935          30       RL    5825   Pave  None      IR1         Lvl    AllPub
## 936          20       RL   10083   Pave  None      Reg         Lvl    AllPub
## 937          60       RL    9675   Pave  None      Reg         Lvl    AllPub
## 938          60       RL    8760   Pave  None      Reg         Lvl    AllPub
## 939          70       RL   24090   Pave  None      Reg         Lvl    AllPub
## 940          90       RL   12640   Pave  None      IR1         Lvl    AllPub
## 941          60       RL    8755   Pave  None      IR1         Lvl    AllPub
## 942          90       RL    7711   Pave  None      IR1         Lvl    AllPub
## 943          90       RL   25000   Pave  None      Reg         Low    AllPub
## 944          20       RL   14375   Pave  None      IR1         Lvl    NoSeWa
## 945          50       RM    8820   Pave  None      Reg         Lvl    AllPub
## 946          80       RL    8163   Pave  None      Reg         Lvl    AllPub
## 947          20       RL   14536   Pave  None      Reg         Lvl    AllPub
## 948          60       RL   14006   Pave  None      IR1         Lvl    AllPub
## 949          20       RL    9360   Pave  None      Reg         Lvl    AllPub
## 950          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 951          20       RH    7800   Pave  None      Reg         Lvl    AllPub
## 952          85       RL    7200   Pave  None      Reg         Lvl    AllPub
## 953          60       RL   11075   Pave  None      IR1         Lvl    AllPub
## 954          90       RL    9400   Pave  None      IR1         Lvl    AllPub
## 955          90       RH    7136   Pave  None      IR1         HLS    AllPub
## 956         160       RM    1300   Pave  None      Reg         Lvl    AllPub
## 957          20       RL    7420   Pave  None      Reg         Lvl    AllPub
## 958          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 959         160       FV    2572   Pave  None      Reg         Lvl    AllPub
## 960          20       RL    7207   Pave  None      IR1         Lvl    AllPub
## 961          60       RL   12227   Pave  None      IR1         Lvl    AllPub
## 962         160       RL    2308   Pave  None      Reg         Lvl    AllPub
## 963          20       RL   11923   Pave  None      IR1         Lvl    AllPub
## 964          60       RL   11316   Pave  None      Reg         Lvl    AllPub
## 965          60       RL   10237   Pave  None      Reg         Lvl    AllPub
## 966          50       RL    9600   Pave  None      IR1         HLS    AllPub
## 967          20       RL    7390   Pave  None      IR1         Lvl    AllPub
## 968          50       RM    5925   Pave  None      Reg         Lvl    AllPub
## 969         190       RL   10382   Pave  None      Reg         Lvl    AllPub
## 970          50       RL   10800   Pave  None      Reg         Lvl    AllPub
## 971         160       RL    2268   Pave  None      Reg         Lvl    AllPub
## 972         120       RL    7892   Pave  None      Reg         Lvl    AllPub
## 973          20       FV   11639   Pave  None      Reg         Lvl    AllPub
## 974          70       RL   11414   Pave  None      IR1         Lvl    AllPub
## 975         160       FV    2651   Pave  None      Reg         Lvl    AllPub
## 976          30       RL    5900   Pave  None      IR1         Bnk    AllPub
## 977         120       FV    4274   Pave  Pave      IR1         Lvl    AllPub
## 978          20       RL    9450   Pave  None      Reg         Bnk    AllPub
## 979          20       RL    8816   Pave  None      Reg         Lvl    AllPub
## 980          85       RL   12122   Pave  None      IR1         Lvl    AllPub
## 981          60       RL   12203   Pave  None      IR1         Lvl    AllPub
## 982          20       RL    3182   Pave  None      Reg         Lvl    AllPub
## 983          60       RL   11250   Pave  None      Reg         Lvl    AllPub
## 984          90       RL   10125   Pave  None      Reg         Lvl    AllPub
## 985         190       RL   10880   Pave  None      Reg         Lvl    AllPub
## 986          50       RM    5310   Pave  None      Reg         Lvl    AllPub
## 987          20       RL   10159   Pave  None      IR1         Lvl    AllPub
## 988          60       RL   12046   Pave  None      IR1         Lvl    AllPub
## 989          60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 990          60       RL    9452   Pave  None      Reg         Lvl    AllPub
## 991          70       RM   17671   Pave  Grvl      Reg         Lvl    AllPub
## 992          60       RL    9760   Pave  None      Reg         Lvl    AllPub
## 993          60       RL    8846   Pave  None      Reg         Lvl    AllPub
## 994          20       RL   12456   Pave  None      Reg         Lvl    AllPub
## 995          50       RL    4712   Pave  None      IR1         Lvl    AllPub
## 996          20       RL   10659   Pave  None      IR1         Lvl    AllPub
## 997          20       RL   11717   Pave  None      IR1         Lvl    AllPub
## 998          30       RM    9786   Pave  None      Reg         Lvl    AllPub
## 999          20       RL    6762   Pave  None      Reg         Lvl    AllPub
## 1000         20       RL   10206   Pave  None      Reg         Lvl    AllPub
## 1001         30       RL    5400   Pave  None      Reg         Lvl    AllPub
## 1002         20       RL   11957   Pave  None      IR1         Lvl    AllPub
## 1003         90       RL   11500   Pave  None      IR1         Lvl    AllPub
## 1004        120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 1005         80       RL    8385   Pave  None      Reg         Lvl    AllPub
## 1006         20       RL   12155   Pave  None      IR3         Lvl    AllPub
## 1007        160       RM    2217   Pave  None      Reg         Lvl    AllPub
## 1008         20       RL   12118   Pave  None      IR1         Lvl    AllPub
## 1009         50       RL    6000   Pave  None      Reg         Lvl    AllPub
## 1010         50       RL   21286   Pave  None      Reg         Lvl    AllPub
## 1011         90       RL    9825   Pave  None      Reg         Lvl    AllPub
## 1012         70       RL   10592   Pave  None      Reg         Lvl    AllPub
## 1013         30       RM    7200   Pave  None      Reg         Lvl    AllPub
## 1014         20       RL   11664   Pave  None      Reg         Lvl    AllPub
## 1015         60       RL    8400   Pave  None      Reg         Lvl    AllPub
## 1016         20       RL   11883   Pave  None      Reg         Lvl    AllPub
## 1017        120       RL    5814   Pave  None      IR1         Lvl    AllPub
## 1018         80       RL   10784   Pave  None      IR1         Lvl    AllPub
## 1019        120       RL    3013   Pave  None      Reg         Lvl    AllPub
## 1020         20       RL    7024   Pave  None      Reg         Lvl    AllPub
## 1021         20       RL    7406   Pave  None      Reg         Lvl    AllPub
## 1022         50       RM    9439   Pave  None      Reg         Lvl    AllPub
## 1023        120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 1024         20       RL   15498   Pave  None      IR1         Lvl    AllPub
## 1025         20       RL    7700   Pave  None      Reg         Lvl    AllPub
## 1026         20       RL    9300   Pave  None      Reg         Lvl    AllPub
## 1027         20       RL    9520   Pave  None      IR1         HLS    AllPub
## 1028         50       RL    9492   Pave  None      Reg         Lvl    AllPub
## 1029        160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 1030        190       RH    7082   Pave  None      Reg         Lvl    AllPub
## 1031         75       RL   15863   Pave  None      Reg         Lvl    AllPub
## 1032         60       RL   14541   Pave  None      IR1         Lvl    AllPub
## 1033         20       RL    8125   Pave  None      Reg         Lvl    AllPub
## 1034         30       RL    6305   Pave  None      Reg         Bnk    AllPub
## 1035         20       RL   11500   Pave  None      IR1         Lvl    AllPub
## 1036         20       RL   12898   Pave  None      IR1         HLS    AllPub
## 1037         60       RL    9240   Pave  None      Reg         Lvl    AllPub
## 1038        160       RM    1533   Pave  None      Reg         Lvl    AllPub
## 1039        180       RM    1477   Pave  None      Reg         Lvl    AllPub
## 1040         20       RL   13125   Pave  None      Reg         Lvl    AllPub
## 1041         60       RL    9130   Pave  None      Reg         Lvl    AllPub
## 1042        120       RL    5381   Pave  None      IR1         Lvl    AllPub
## 1043         60       RL   11839   Pave  None      Reg         Lvl    AllPub
## 1044         20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1045         20       RL   13680   Pave  None      IR1         Lvl    AllPub
## 1046         60       RL   16056   Pave  None      IR1         Lvl    AllPub
## 1047         20       RL    9245   Pave  None      IR2         Lvl    AllPub
## 1048         20       RL   21750   Pave  None      Reg         Lvl    AllPub
## 1049         20       RL   11100   Pave  None      Reg         Low    AllPub
## 1050         20       RL    8993   Pave  None      IR1         Lvl    AllPub
## 1051         20       RL   11175   Pave  None      IR1         Lvl    AllPub
## 1052         60       RL    9500   Pave  None      Reg         Lvl    AllPub
## 1053         20       RL    8562   Pave  None      Reg         Lvl    AllPub
## 1054         60       RL   11367   Pave  None      Reg         Lvl    AllPub
## 1055         20       RL   11361   Pave  None      Reg         Lvl    AllPub
## 1056        120       RL    7052   Pave  None      IR1         Lvl    AllPub
## 1057         60       RL   29959   Pave  None      IR2         Lvl    AllPub
## 1058         60       RL   11308   Pave  None      IR1         Lvl    AllPub
## 1059         50       RL   11275   Pave  None      IR1         HLS    AllPub
## 1060        120       RL    4920   Pave  None      Reg         Lvl    AllPub
## 1061         30  C (all)   18000   Grvl  None      Reg         Low    AllPub
## 1062        190       RM   13600   Pave  Grvl      Reg         Lvl    AllPub
## 1063         30       RM    6000   Pave  None      Reg         Lvl    AllPub
## 1064         20       RL   11000   Pave  None      IR1         Lvl    AllPub
## 1065         60       RL   14000   Pave  None      Reg         Lvl    AllPub
## 1066         60       RL    7837   Pave  None      IR1         Lvl    AllPub
## 1067         60       RL    9760   Pave  None      Reg         Lvl    AllPub
## 1068        160       RM    3964   Pave  None      Reg         Lvl    AllPub
## 1069         45       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1070         20       RL   10152   Pave  None      Reg         Lvl    AllPub
## 1071         60       RL   11700   Pave  None      Reg         Lvl    AllPub
## 1072         50       RL    7585   Pave  None      Reg         Lvl    AllPub
## 1073         60       RL    7950   Pave  None      IR1         Bnk    AllPub
## 1074         20       RL    8556   Pave  None      Reg         Lvl    AllPub
## 1075         70       RL   13125   Pave  None      Reg         Lvl    AllPub
## 1076         50       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 1077         20       RL   15870   Pave  None      IR1         Lvl    AllPub
## 1078        120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 1079         20       RL    8775   Pave  None      Reg         Lvl    AllPub
## 1080         20       RL   11040   Pave  None      Reg         Lvl    AllPub
## 1081         20       RL    7500   Pave  None      Reg         Lvl    AllPub
## 1082         20       RL    8749   Pave  None      Reg         Lvl    AllPub
## 1083         20       RL    8800   Pave  None      Reg         Lvl    AllPub
## 1084         60       RL   13031   Pave  None      IR2         Lvl    AllPub
## 1085         85       RL    9069   Pave  None      Reg         Lvl    AllPub
## 1086        160       RM    1974   Pave  None      Reg         Lvl    AllPub
## 1087         60       FV   10574   Pave  None      Reg         Lvl    AllPub
## 1088        160       RM    2522   Pave  None      Reg         Lvl    AllPub
## 1089        120       FV    3316   Pave  Pave      IR1         Lvl    AllPub
## 1090         90       RL    8544   Pave  None      Reg         Lvl    AllPub
## 1091        160       FV    2160   Pave  Pave      Reg         Lvl    AllPub
## 1092         50       RL    8400   Pave  None      Reg         Bnk    AllPub
## 1093         20       RL    9230   Pave  None      Reg         Lvl    AllPub
## 1094         20       RL    5868   Pave  None      Reg         Lvl    AllPub
## 1095         20       RL    9317   Pave  None      IR1         Lvl    AllPub
## 1096         70       RM    6882   Pave  None      Reg         Lvl    AllPub
## 1097        120       RL    3696   Pave  None      Reg         Lvl    AllPub
## 1098         50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 1099         20       RL   11880   Pave  None      IR1         Lvl    AllPub
## 1100         30       RL    8400   Pave  None      Reg         Bnk    AllPub
## 1101         20       RL    9758   Pave  None      IR1         Lvl    AllPub
## 1102         20       RL    7000   Pave  None      Reg         Lvl    AllPub
## 1103         20       RL    8910   Pave  None      Reg         Lvl    AllPub
## 1104        160       RM    2016   Pave  None      Reg         Lvl    AllPub
## 1105         60       RL   12256   Pave  None      IR1         Lvl    AllPub
## 1106         20       RL   10357   Pave  None      IR1         Lvl    AllPub
## 1107         60       RL   23257   Pave  None      IR3         HLS    AllPub
## 1108         60       RL    8063   Pave  None      Reg         Lvl    AllPub
## 1109         20       RL   11362   Pave  None      IR1         Lvl    AllPub
## 1110         60       RL    8000   Pave  None      Reg         Lvl    AllPub
## 1111         60       RL   10480   Pave  None      Reg         Lvl    AllPub
## 1112         20       RL    7100   Pave  None      IR1         Lvl    AllPub
## 1113         20       RL    8923   Pave  None      Reg         Lvl    AllPub
## 1114         20       RL    5400   Pave  None      Reg         Lvl    AllPub
## 1115         20       RL   12085   Pave  None      Reg         Lvl    AllPub
## 1116         80       RL    7750   Pave  None      Reg         Lvl    AllPub
## 1117         20       RL    9764   Pave  None      IR1         Lvl    AllPub
## 1118         80       RL   13825   Pave  None      Reg         Lvl    AllPub
## 1119         20       RL    7560   Pave  None      Reg         Lvl    AllPub
## 1120         30       RM    8263   Pave  None      Reg         Bnk    AllPub
## 1121         20       RL   10084   Pave  None      Reg         Lvl    AllPub
## 1122         20       RL    8926   Pave  None      IR1         Lvl    AllPub
## 1123         20       RL    9405   Pave  None      Reg         Lvl    AllPub
## 1124         80       RL    9125   Pave  None      IR1         Lvl    AllPub
## 1125         20       RL   10434   Pave  None      Reg         Lvl    AllPub
## 1126        120       RL    3684   Pave  None      Reg         Lvl    AllPub
## 1127         20       RL   14572   Pave  None      IR3         Lvl    AllPub
## 1128         60       RL   11796   Pave  None      IR1         Lvl    AllPub
## 1129         90       RM    7200   Pave  Grvl      Reg         Lvl    AllPub
## 1130         50       RL    7804   Pave  None      Reg         Lvl    AllPub
## 1131         20       RL   10712   Pave  None      Reg         Lvl    AllPub
## 1132         70       RM    9900   Pave  None      Reg         Lvl    AllPub
## 1133         60       RL    9828   Pave  None      IR1         Lvl    AllPub
## 1134         60       RL    8773   Pave  None      IR1         HLS    AllPub
## 1135         30       RM    6180   Pave  None      Reg         Lvl    AllPub
## 1136         50       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1137         50       RL    6342   Pave  None      Reg         Lvl    AllPub
## 1138         20       RL    9819   Pave  None      IR1         Lvl    AllPub
## 1139         30       RL    8731   Pave  None      IR1         Lvl    AllPub
## 1140         20       RL    7350   Pave  None      Reg         Lvl    AllPub
## 1141         60       RL   10304   Pave  None      IR1         Lvl    AllPub
## 1142         60       RL    9965   Pave  None      Reg         Lvl    AllPub
## 1143         20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 1144        190       RL   12180   Pave  None      Reg         Lvl    AllPub
## 1145         50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 1146         20       RL   11200   Pave  None      Reg         Lvl    AllPub
## 1147         70       RL   12000   Pave  None      Reg         Bnk    AllPub
## 1148         50       RM    5700   Pave  None      Reg         Lvl    AllPub
## 1149         70       RM    9000   Pave  None      Reg         Lvl    AllPub
## 1150         20       RL    8280   Pave  None      IR1         Lvl    AllPub
## 1151         20       RL   17755   Pave  None      Reg         Lvl    AllPub
## 1152         20       RL   14115   Pave  None      IR1         Lvl    AllPub
## 1153         30       RM    5890   Pave  None      Reg         Lvl    AllPub
## 1154         60       RL   13700   Pave  None      IR1         Lvl    AllPub
## 1155         20       RL   10768   Pave  None      IR1         Lvl    AllPub
## 1156         80       RL    9350   Pave  None      Reg         Lvl    AllPub
## 1157        120       RL    5001   Pave  None      IR1         Lvl    AllPub
## 1158         20       RL   11932   Pave  None      Reg         Lvl    AllPub
## 1159         60       RL    9120   Pave  None      Reg         Lvl    AllPub
## 1160        160       RL    2280   Pave  None      Reg         Lvl    AllPub
## 1161         20       RL   14778   Pave  None      IR1         Low    AllPub
## 1162         20       RL    8724   Pave  None      Reg         Lvl    AllPub
## 1163         90       RL   12900   Pave  None      Reg         Lvl    AllPub
## 1164         80       RL   16157   Pave  None      IR1         Lvl    AllPub
## 1165         20       RL    9541   Pave  None      IR1         Lvl    AllPub
## 1166         20       RL   10475   Pave  None      IR1         Lvl    AllPub
## 1167         60       RL   10852   Pave  None      IR1         Lvl    AllPub
## 1168         70       RL   13728   Pave  None      Reg         Lvl    AllPub
## 1169         60       RL   35760   Pave  None      IR1         Lvl    AllPub
## 1170         80       RL    9880   Pave  None      Reg         Lvl    AllPub
## 1171         20       RL    9120   Pave  None      Reg         Lvl    AllPub
## 1172        160       FV    4017   Pave  Pave      IR1         Lvl    AllPub
## 1173         50       RL   18030   Pave  None      IR1         Bnk    AllPub
## 1174         70       RL   16560   Pave  None      IR1         Lvl    AllPub
## 1175         50       RL   10678   Pave  None      Reg         Lvl    AllPub
## 1176         20       RL    6951   Pave  None      IR1         Lvl    AllPub
## 1177         50       RM    3950   Pave  Grvl      Reg         Bnk    AllPub
## 1178         50       RL    7681   Pave  None      IR1         Lvl    AllPub
## 1179         20       RL    8335   Pave  None      Reg         Lvl    AllPub
## 1180         60       RL   11170   Pave  None      IR2         Lvl    AllPub
## 1181        120       RM    5587   Pave  None      IR1         HLS    AllPub
## 1182         60       RL   15623   Pave  None      IR1         Lvl    AllPub
## 1183         30       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 1184         20       RL   35133   Grvl  None      Reg         Lvl    AllPub
## 1185         50       RL    9738   Pave  None      Reg         Lvl    AllPub
## 1186        190       RL   10615   Pave  None      IR1         Bnk    AllPub
## 1187         20       RL   12461   Pave  None      Reg         Lvl    AllPub
## 1188         60       RL    8935   Pave  None      IR1         Lvl    AllPub
## 1189         60       RL    7500   Pave  None      Reg         Lvl    AllPub
## 1190        190       RL   32463   Pave  None      Reg         Low    AllPub
## 1191        160       FV    2645   Pave  Pave      Reg         Lvl    AllPub
## 1192         50       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 1193        120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 1194         60       RL    9364   Pave  None      Reg         Lvl    AllPub
## 1195         60       RL    8029   Pave  None      IR1         Lvl    AllPub
## 1196         60       RL   14054   Pave  None      IR1         Lvl    AllPub
## 1197         75       RM    8850   Pave  None      IR1         Bnk    AllPub
## 1198         20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 1199         20       RL   11235   Pave  None      Reg         Lvl    AllPub
## 1200         20       RL    9353   Pave  None      Reg         Lvl    AllPub
## 1201         60       RL   10400   Pave  None      Reg         Lvl    AllPub
## 1202         50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 1203         20       RL    9750   Pave  None      Reg         Lvl    AllPub
## 1204         20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 1205         20       RL   14684   Pave  None      IR1         Lvl    AllPub
## 1206         20       RH    8900   Pave  None      Reg         Lvl    AllPub
## 1207         20       RL    9135   Pave  None      Reg         Lvl    AllPub
## 1208         20       RL    7763   Pave  None      Reg         Lvl    AllPub
## 1209         20       RL   10182   Pave  None      IR1         Lvl    AllPub
## 1210         60       RL   11218   Pave  None      Reg         Lvl    AllPub
## 1211         50       RL   12134   Pave  None      IR1         Bnk    AllPub
## 1212         30       RL    9340   Pave  None      Reg         Lvl    AllPub
## 1213         80       RL   10246   Pave  None      IR1         Lvl    AllPub
## 1214         85       RL   10205   Pave  None      IR1         Lvl    AllPub
## 1215         20       RL    7094   Pave  None      IR1         Lvl    AllPub
## 1216         90       RM    8930   Pave  None      Reg         Lvl    AllPub
## 1217         20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 1218         50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 1219        160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 1220         20       RL    7800   Pave  None      IR1         Lvl    AllPub
## 1221         20       RL    8250   Pave  None      Reg         Lvl    AllPub
## 1222         50       RL   10496   Pave  None      Reg         Lvl    AllPub
## 1223         20       RL   10680   Pave  None      Reg         Lvl    AllPub
## 1224         60       RL   15384   Pave  None      IR1         Lvl    AllPub
## 1225         80       RL   10482   Pave  None      Reg         Lvl    AllPub
## 1226         60       RL   14598   Pave  None      IR1         Lvl    AllPub
## 1227         20       RL    8872   Pave  None      Reg         Lvl    AllPub
## 1228        120       RL    8769   Pave  None      Reg         Lvl    AllPub
## 1229         80       RL    7910   Pave  None      Reg         Lvl    AllPub
## 1230         90       RL   18890   Pave  None      IR1         Lvl    AllPub
## 1231         90       RL    7728   Pave  None      Reg         Lvl    AllPub
## 1232         90       RL    9842   Pave  None      Reg         Lvl    AllPub
## 1233         20       RL   12160   Pave  None      IR1         Lvl    AllPub
## 1234         70       RH    8525   Pave  None      Reg         Bnk    AllPub
## 1235         70       RL   13132   Pave  None      Reg         Lvl    AllPub
## 1236        160       RL    2628   Pave  None      Reg         Lvl    AllPub
## 1237         60       RL   12393   Pave  None      IR2         Lvl    AllPub
## 1238         20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 1239         20       RL    9037   Pave  None      IR1         HLS    AllPub
## 1240         60       RL    8158   Pave  None      Reg         Lvl    AllPub
## 1241         20       RL    9849   Pave  None      Reg         Lvl    AllPub
## 1242         85       RL   10625   Pave  None      Reg         Lvl    AllPub
## 1243         20       RL   13891   Pave  None      Reg         Lvl    AllPub
## 1244         70       RL   11435   Pave  None      IR1         HLS    AllPub
## 1245         80       RL   12090   Pave  None      Reg         Lvl    AllPub
## 1246         60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 1247         80       RL   12328   Pave  None      IR1         Lvl    AllPub
## 1248         75       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 1249         20       RL    7200   Pave  None      Reg         Lvl    AllPub
##      LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType HouseStyle
## 1       Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 2          FR2       Gtl      Veenker      Feedr       Norm     1Fam     1Story
## 3       Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 4       Corner       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 5          FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 6       Inside       Gtl      Mitchel       Norm       Norm     1Fam     1.5Fin
## 7       Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 8       Corner       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 9       Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 10      Corner       Gtl      BrkSide     Artery     Artery   2fmCon     1.5Unf
## 11      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 12      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 13      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 14      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 15      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 16      Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 17     CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 18      Inside       Gtl       Sawyer       Norm       Norm   Duplex     1Story
## 19      Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 20      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 21      Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 22      Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Unf
## 23      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 24      Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     1Story
## 25      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 26      Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 27      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 28      Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 29     CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 30      Inside       Gtl      BrkSide      Feedr       RRNn     1Fam     1Story
## 31      Inside       Gtl       IDOTRR      Feedr       Norm     1Fam     2Story
## 32     CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 33      Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 34      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 35      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 36      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 37      Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 38      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 39      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 40      Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 41      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 42      Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 43     CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     SFoyer
## 44     CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 45      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 46      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 47     CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1.5Fin
## 48      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 49      Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 50      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 51      Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 52      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 53      Corner       Mod       IDOTRR       RRNn       Norm   Duplex     1Story
## 54      Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 55      Inside       Mod        NAmes       Norm       Norm     1Fam       SLvl
## 56      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 57      Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 58      Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 59     CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 60      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 61      Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 62      Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2.5Unf
## 63      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 64      Inside       Gtl      OldTown       RRAn      Feedr     1Fam     2Story
## 65      Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 66      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 67      Inside       Gtl        NAmes       PosA       Norm     1Fam     1Story
## 68      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 69      Corner       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 70      Corner       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 71      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 72      Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 73      Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 74      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 75      Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 76      Inside       Gtl      MeadowV       Norm       Norm    Twnhs       SLvl
## 77      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 78      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 79      Inside       Gtl       Sawyer       Norm       Norm   Duplex     1Story
## 80      Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 81      Corner       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 82         FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 83      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 84      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 85      Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 86      Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 87      Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 88      Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 89      Corner       Gtl       IDOTRR      Feedr      Feedr     1Fam     1.5Fin
## 90      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 91      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 92      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 93      Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 94      Corner       Gtl      OldTown       Norm       Norm   2fmCon     2.5Unf
## 95      Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 96      Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 97      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 98      Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 99      Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 100     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 101     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 102     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 103     Inside       Gtl      SawyerW       Norm       Norm   Duplex     1Story
## 104     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 105     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 106     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 107     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 108     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 109     Corner       Gtl       IDOTRR     Artery       Norm     1Fam     1.5Fin
## 110     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 111     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 112     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 113     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 114     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 115     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 116     Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 117     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 118     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 119     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 120     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 121    CulDSac       Sev      ClearCr       Norm       Norm     1Fam       SLvl
## 122     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 123     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 124     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 125    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 126     Inside       Gtl       IDOTRR       Norm       Norm   2fmCon     1.5Fin
## 127     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     1Story
## 128     Inside       Gtl      OldTown      Feedr       Norm     1Fam     1.5Unf
## 129     Inside       Gtl        NAmes       PosN       Norm     1Fam     2Story
## 130     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 131     Corner       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 132     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 133     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 134     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 135     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 136     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 137     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 138     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 139     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 140     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 141        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 142     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 143     Corner       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 144     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 145     Inside       Gtl       Sawyer       RRAe       Norm   Duplex     1Story
## 146     Inside       Gtl      Edwards       Norm       Norm    Twnhs     2Story
## 147     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 148    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 149     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 150     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 151     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 152     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 153    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 154     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 155     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 156     Corner       Gtl      Edwards     Artery       Norm     1Fam     1.5Fin
## 157     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 158     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 159     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 160     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 161    CulDSac       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 162     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 163     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 164     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Unf
## 165     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 166     Inside       Gtl      Edwards       Norm       Norm   2fmCon     1.5Fin
## 167     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 168     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 169     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 170     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 171     Inside       Gtl      OldTown      Feedr       Norm     1Fam     1.5Fin
## 172     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 173     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     2Story
## 174     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 175     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 176     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 177     Corner       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 178     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1.5Fin
## 179    CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 180     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 181     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 182     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 183     Inside       Gtl      Edwards     Artery       Norm     1Fam     1Story
## 184     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 185     Inside       Gtl      BrkSide       RRAn      Feedr     1Fam     1.5Fin
## 186     Inside       Gtl      OldTown     Artery       Norm     1Fam     2.5Fin
## 187    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 188     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 189     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     SFoyer
## 190     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 191     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 192    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 193     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 194     Inside       Gtl      Edwards       Norm       Norm    Twnhs     2Story
## 195     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 196        FR2       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 197     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 198     Corner       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 199     Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Fin
## 200     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 201     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 202     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 203     Corner       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 204     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 205     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 206     Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 207    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 208     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 209     Inside       Mod      SawyerW       Norm       Norm     1Fam     2Story
## 210     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 211     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 212     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 213     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 214    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 215        FR2       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 216     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 217     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 218     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 219     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 220     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 221     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 222     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 223     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     2Story
## 224        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 225     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 226     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 227     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 228     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 229        FR2       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 230     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 231     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 232     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 233     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 234     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 235     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 236     Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 237        FR2       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 238    CulDSac       Gtl      SawyerW       RRNe       Norm     1Fam     2Story
## 239     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 240     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 241     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 242     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 243     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 244     Corner       Gtl      SawyerW       Norm       Norm   TwnhsE     2Story
## 245     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 246     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 247     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 248     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 249     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 250    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     1.5Fin
## 251     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 252     Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 253     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 254     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 255     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 256     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 257     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 258     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 259     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 260     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 261     Corner       Gtl        NAmes     Artery       Norm     1Fam       SLvl
## 262     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 263     Corner       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 264     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 265     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 266     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 267        FR2       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 268     Inside       Mod        SWISU       Norm       Norm     1Fam     2.5Fin
## 269     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 270     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 271     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 272    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 273    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 274     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 275     Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 276     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 277     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 278     Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 279     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 280     Inside       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 281     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 282     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 283     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 284     Inside       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 285     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 286     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 287     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 288     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 289     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 290     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     2Story
## 291     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 292     Inside       Gtl        SWISU       Norm       Norm   2fmCon     2Story
## 293     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 294     Corner       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 295     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 296    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 297     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 298     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 299     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 300     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 301     Corner       Gtl      Crawfor       Norm       Norm   2fmCon     1Story
## 302     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 303     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 304     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 305     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Fin
## 306     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 307     Inside       Gtl      SawyerW      Feedr       Norm     1Fam     2Story
## 308     Inside       Gtl       IDOTRR     Artery       Norm     1Fam     1.5Fin
## 309     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 310     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 311     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 312     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 313     Inside       Gtl      OldTown     Artery       Norm   2fmCon     1.5Fin
## 314     Inside       Sev       Timber       Norm       Norm     1Fam     1Story
## 315     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 316     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 317     Corner       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 318     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 319     Inside       Mod      NoRidge       Norm       Norm     1Fam     2Story
## 320     Inside       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 321     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 322     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 323     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 324     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 325     Corner       Gtl        NAmes       PosN       Norm     1Fam       SLvl
## 326     Inside       Gtl       IDOTRR       RRAe       Norm     1Fam     1.5Unf
## 327    CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 328     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 329     Inside       Gtl      BrkSide       PosN       Norm     1Fam     2.5Unf
## 330     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 331     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 332     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 333     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 334        FR3       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 335     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 336     Corner       Sev       Timber       Norm       Norm   2fmCon     1.5Fin
## 337     Corner       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 338     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 339     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 340     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 341     Inside       Gtl       Timber       Norm       Norm     1Fam     2Story
## 342     Inside       Gtl      SawyerW      Feedr       Norm     1Fam     1Story
## 343     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 344     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 345     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 346     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     1.5Fin
## 347    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 348     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 349     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 350     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 351     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 352     Inside       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 353     Inside       Gtl      Edwards     Artery       Norm     1Fam     1.5Fin
## 354     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 355     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 356     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 357     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 358     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     1Story
## 359     Inside       Gtl      ClearCr       Norm       Norm     1Fam       SLvl
## 360    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 361    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 362     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 363     Corner       Gtl      Edwards       Norm       Norm     1Fam     SFoyer
## 364     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 365        FR2       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 366     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 367     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 368     Corner       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 369     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 370     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 371     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 372     Inside       Gtl      ClearCr      Feedr       Norm     1Fam     1.5Fin
## 373     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 374     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 375     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 376     Inside       Sev      Edwards       Norm       Norm     1Fam     1Story
## 377    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     SFoyer
## 378     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 379     Corner       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 380     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 381     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 382     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 383     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 384     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1.5Unf
## 385     Corner       Mod      ClearCr      Feedr       Norm     1Fam     2Story
## 386     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 387        FR2       Gtl      Edwards      Feedr       Norm     1Fam     1.5Fin
## 388     Inside       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 389    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 390     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 391     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 392    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 393     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 394     Corner       Gtl      BrkSide      Feedr       Norm     1Fam     1Story
## 395     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 396     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 397     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 398     Inside       Gtl        NAmes       PosN       Norm     1Fam     2Story
## 399     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 400     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 401     Inside       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 402     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 403     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 404     Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 405     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 406     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 407     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 408     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 409     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 410     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 411     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 412     Inside       Gtl      Gilbert       Norm       Norm   2fmCon     1Story
## 413     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 414     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 415    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 416     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 417     Inside       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 418     Inside       Gtl      Crawfor      Feedr       Norm     1Fam     2Story
## 419     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 420     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 421     Inside       Gtl      Mitchel       Norm       Norm   Duplex     SFoyer
## 422        FR2       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 423     Inside       Mod      Mitchel     Artery       Norm     1Fam     1Story
## 424     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 425     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 426     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 427     Inside       Mod      SawyerW       Norm       Norm     1Fam       SLvl
## 428     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 429     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 430     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 431     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 432     Inside       Gtl      OldTown      Feedr       Norm     1Fam     1.5Fin
## 433     Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 434     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 435     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 436    CulDSac       Gtl      CollgCr       PosN       Norm     1Fam     2Story
## 437     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 438     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 439     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 440     Corner       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 441     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 442     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 443     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 444     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 445     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 446     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 447     Corner       Gtl        NAmes       PosA       Norm     1Fam     1Story
## 448     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 449     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 450     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 451     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 452     Inside       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 453     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 454     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 455     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 456     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 457     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 458    CulDSac       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 459     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 460     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 461     Inside       Gtl      Somerst       RRAn       Norm     1Fam     2Story
## 462     Inside       Gtl        SWISU      Feedr       Norm     1Fam     2Story
## 463     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 464     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 465     Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 466     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 467     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 468     Inside       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 469     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 470     Corner       Gtl      SawyerW       RRNe       Norm     1Fam     2Story
## 471     Corner       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 472     Inside       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 473     Inside       Gtl      Edwards       Norm       Norm   TwnhsE       SLvl
## 474     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 475     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 476     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 477     Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 478     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 479     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 480     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 481        FR2       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 482     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 483     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 484        FR2       Gtl      Mitchel       Norm       Norm    Twnhs     1Story
## 485     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 486     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 487     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 488     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 489     Corner       Gtl      OldTown       Norm       Norm   2fmCon     1.5Fin
## 490     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 491     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 492     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 493     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 494     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 495     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 496     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 497     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 498     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 499     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 500     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 501     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 502     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 503     Corner       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 504     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 505     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 506     Inside       Gtl      OldTown     Artery       Norm   Duplex     2Story
## 507     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 508     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 509     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 510     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 511     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 512     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 513     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 514     Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 515     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Unf
## 516     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 517     Corner       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 518     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 519    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 520     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 521     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 522     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 523     Corner       Gtl      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 524     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 525     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 526     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 527     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 528     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 529    CulDSac       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 530     Inside       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 531        FR3       Gtl      BrkSide       RRNn      Feedr     1Fam     2Story
## 532     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 533     Inside       Mod      BrkSide       Norm       Norm     1Fam     1Story
## 534     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 535     Inside       Gtl      Edwards       Norm       Norm   2fmCon     2Story
## 536    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 537        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 538     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 539     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 540     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 541        FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 542     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     1Story
## 543     Inside       Gtl        NAmes       Norm       Norm   TwnhsE     SFoyer
## 544     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 545     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1.5Fin
## 546     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 547     Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 548     Inside       Gtl      OldTown      Feedr       RRNn     1Fam     1Story
## 549     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 550     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     1Story
## 551     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 552     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 553     Inside       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 554     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 555     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 556     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 557     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 558        FR2       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 559     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 560     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 561     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 562     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 563     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 564    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 565     Corner       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 566     Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 567     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 568     Inside       Mod      SawyerW       Norm       Norm     1Fam     1.5Fin
## 569     Corner       Gtl        NAmes       Norm       Norm   Duplex     SFoyer
## 570     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 571     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 572     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 573     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 574        FR2       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 575     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 576     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 577     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 578     Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 579     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 580    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 581     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 582     Inside       Gtl      Edwards       Norm       Norm   Duplex     SFoyer
## 583     Inside       Gtl      OldTown     Artery       PosA     1Fam     2.5Unf
## 584     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 585     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 586     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     1Story
## 587     Inside       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 588     Inside       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 589     Inside       Gtl      BrkSide       RRAn      Feedr     1Fam     1Story
## 590     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 591     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 592     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 593     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 594     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 595     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 596     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 597     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 598     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 599     Inside       Gtl      Blueste       Norm       Norm    Twnhs     2Story
## 600     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 601     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 602     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 603     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 604     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 605     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 606     Corner       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 607     Inside       Mod      Edwards       Norm       Norm     1Fam     2Story
## 608     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 609     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 610     Inside       Gtl      CollgCr       PosN       Norm     1Fam     2Story
## 611        FR2       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 612     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 613     Inside       Gtl      Mitchel      Feedr       Norm     1Fam     1Story
## 614     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     SFoyer
## 615     Inside       Gtl        NAmes      Feedr       Norm     1Fam     SFoyer
## 616     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 617     Corner       Mod        NAmes     Artery       Norm     1Fam     1.5Unf
## 618     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 619     Inside       Gtl       Timber       Norm       Norm     1Fam     2Story
## 620     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 621     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 622     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 623     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 624     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 625     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 626     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 627     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 628     Inside       Sev        NAmes       Norm       Norm     1Fam     2Story
## 629     Corner       Gtl        NAmes      Feedr       Norm     1Fam       SLvl
## 630     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 631     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 632     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 633     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 634     Inside       Gtl      OldTown       Norm       Norm   Duplex     SFoyer
## 635     Inside       Gtl        SWISU      Feedr       Norm   2fmCon     2.5Fin
## 636     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 637     Inside       Gtl      OldTown       Norm       Norm   2fmCon     1.5Fin
## 638     Inside       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 639     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 640     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 641     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 642     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 643     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     2Story
## 644     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 645     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 646     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 647     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 648     Inside       Gtl        NAmes       PosN       Norm     1Fam     2Story
## 649     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 650     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 651     Inside       Gtl      Edwards     Artery       Norm     1Fam     2Story
## 652     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 653     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 654     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 655     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 656     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 657     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 658     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 659     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 660    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 661    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 662     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 663     Inside       Gtl      Edwards       Norm       Norm     1Fam     SFoyer
## 664    CulDSac       Gtl      Somerst       RRAn       Norm     1Fam     1Story
## 665     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 666     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 667     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 668     Corner       Mod       Sawyer       Norm       Norm     1Fam     1Story
## 669     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 670        FR2       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 671     Inside       Gtl      Edwards     Artery       Norm     1Fam     2Story
## 672     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 673     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 674     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 675     Inside       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 676     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 677     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 678     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 679     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 680     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 681     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 682     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 683     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 684    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 685    CulDSac       Gtl      StoneBr       Norm       Norm   TwnhsE     2Story
## 686     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 687        FR2       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 688     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 689     Corner       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 690     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 691     Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 692     Inside       Mod       Timber       Norm       Norm     1Fam     2Story
## 693     Corner       Sev      OldTown       Norm       Norm     1Fam     1Story
## 694     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 695     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 696     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 697     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 698     Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 699     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 700     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 701     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 702     Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 703     Inside       Gtl      OldTown      Feedr       Norm   2fmCon     2Story
## 704     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 705     Inside       Gtl       IDOTRR       Norm       Norm   2fmCon     2Story
## 706    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 707     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 708     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 709     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 710     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 711     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 712     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 713     Inside       Gtl      BrkSide       RRAn       Norm   2fmCon     1Story
## 714    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     2Story
## 715     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 716     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 717     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 718     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 719     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 720    CulDSac       Mod      StoneBr       Norm       Norm     1Fam     1Story
## 721     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 722     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 723     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 724     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 725     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 726     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 727     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 728     Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 729     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 730     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 731     Corner       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 732     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 733     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 734     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 735     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 736     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 737    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 738     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 739     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 740     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 741     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 742     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 743     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 744     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 745     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 746     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 747     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 748     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 749     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 750     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 751     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 752     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 753     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 754     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 755     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 756     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 757    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 758     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 759     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 760     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 761        FR2       Gtl      BrkSide      Feedr       Norm     1Fam     1Story
## 762     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 763     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 764    CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 765     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 766     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 767     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1.5Fin
## 768     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 769    CulDSac       Mod      StoneBr       Norm       Norm     1Fam     2Story
## 770    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 771     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 772     Inside       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 773     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 774     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 775        FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 776     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 777     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 778     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     1Story
## 779     Inside       Gtl      Mitchel       Norm       Norm   Duplex     SFoyer
## 780     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 781     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 782     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 783     Corner       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 784     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 785     Inside       Gtl       NWAmes      Feedr       Norm     1Fam     1Story
## 786     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 787     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 788     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 789     Inside       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 790     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 791     Corner       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 792    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 793     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 794     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 795     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 796     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 797     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 798     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 799     Corner       Gtl        SWISU      Feedr       Norm     1Fam     1.5Fin
## 800     Inside       Mod      ClearCr      Feedr       Norm     1Fam     2Story
## 801     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 802     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 803     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 804     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 805        FR2       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 806     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 807     Inside       Gtl      BrkSide       Norm       Norm     1Fam     2Story
## 808     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 809     Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 810     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 811     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 812     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1Story
## 813     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 814     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 815    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 816     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 817    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 818     Inside       Gtl      ClearCr       Norm       Norm     1Fam       SLvl
## 819     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 820    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 821     Inside       Mod      OldTown       Norm       Norm   2fmCon     1Story
## 822     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 823     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 824     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 825     Inside       Gtl      NridgHt       PosN       PosN     1Fam     1Story
## 826     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 827     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 828    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     2Story
## 829     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 830     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 831     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 832    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 833     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 834     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 835     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 836     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 837     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 838     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 839     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 840     Inside       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 841     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 842     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 843     Corner       Gtl        NAmes     Artery       Norm   Duplex     1Story
## 844     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 845    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     SFoyer
## 846     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 847    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 848     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 849        FR2       Gtl      Veenker      Feedr       Norm     1Fam       SLvl
## 850     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 851     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 852     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2.5Unf
## 853     Corner       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 854     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 855     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 856     Inside       Mod      CollgCr       Norm       Norm     1Fam       SLvl
## 857     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 858     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 859     Corner       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 860     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 861     Inside       Gtl       Sawyer       Norm       Norm   2fmCon     1Story
## 862     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 863     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 864     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 865     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 866     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 867     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 868     Corner       Gtl      Gilbert      Feedr       Norm     1Fam     2Story
## 869     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 870     Inside       Gtl        NAmes       PosN       Norm     1Fam     1Story
## 871     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 872     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 873     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 874     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 875     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 876     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 877     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 878     Inside       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 879    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 880     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 881    CulDSac       Gtl       Timber       Norm       Norm     1Fam     1.5Fin
## 882     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 883     Inside       Gtl        SWISU       Norm       Norm     1Fam     2.5Fin
## 884     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 885    CulDSac       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 886     Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 887     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 888     Inside       Mod        NAmes       Norm       Norm     1Fam     1Story
## 889     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 890     Corner       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 891     Inside       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 892     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 893     Inside       Gtl       Sawyer       PosN       Norm     1Fam     1Story
## 894     Inside       Gtl      SawyerW       Norm       Norm   Duplex     1Story
## 895     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 896     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 897     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     2Story
## 898     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 899     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 900     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 901     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 902     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 903    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 904     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 905     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 906     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 907     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 908     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 909     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 910     Corner       Gtl        NAmes      Feedr       Norm   Duplex     2Story
## 911    CulDSac       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 912     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 913     Inside       Gtl      Crawfor       Norm       Norm   Duplex     2Story
## 914     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 915     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 916     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 917     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 918     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 919     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 920     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 921     Inside       Gtl      Edwards      Feedr       Norm   Duplex     1.5Fin
## 922     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     1Story
## 923     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 924     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 925     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 926     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 927     Inside       Gtl       NWAmes      Feedr       Norm     1Fam     2Story
## 928     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 929     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 930     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 931     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 932     Corner       Gtl      Somerst       RRNn       Norm     1Fam     1Story
## 933        FR2       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 934     Inside       Mod        NAmes       PosA       Norm     1Fam     1Story
## 935     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 936     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 937     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 938     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 939     Inside       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 940     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 941        FR2       Gtl      Gilbert       RRNn       Norm     1Fam     2Story
## 942     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 943     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 944    CulDSac       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 945     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 946     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 947     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 948     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 949     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 950     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 951     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 952     Inside       Gtl      CollgCr       Norm       Norm     1Fam     SFoyer
## 953     Inside       Mod      Mitchel       Norm       Norm     1Fam     2Story
## 954    CulDSac       Gtl      Edwards       Norm       Norm   Duplex     SFoyer
## 955     Inside       Gtl      Crawfor       Norm       Norm   Duplex     2Story
## 956     Inside       Gtl      Blueste       Norm       Norm   TwnhsE     2Story
## 957     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 958     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 959        FR2       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 960     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 961     Corner       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 962     Corner       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 963     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 964     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 965     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 966     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 967     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 968     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 969     Inside       Gtl        NAmes       Norm       Norm   2fmCon       SLvl
## 970     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 971     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 972     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 973     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 974     Corner       Gtl      BrkSide       RRAn      Feedr     1Fam     2Story
## 975        FR2       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 976     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 977     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 978     Inside       Mod      Edwards       Norm       Norm     1Fam     1Story
## 979     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 980     Corner       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 981     Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 982     Inside       Gtl      Blmngtn       Norm       Norm     1Fam     1Story
## 983     Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 984     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1.5Fin
## 985     Inside       Gtl      Edwards       Norm       Norm   2fmCon     1Story
## 986     Corner       Gtl      OldTown      Feedr       Norm     1Fam     1.5Fin
## 987     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 988     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 989     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 990     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 991     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 992     Inside       Mod        NAmes       Norm       Norm     1Fam     2Story
## 993     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 994        FR2       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 995     Inside       Mod      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 996     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 997     Inside       Gtl       NWAmes       PosA       Norm     1Fam     1Story
## 998     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 999     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1000    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1001    Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1002    Inside       Gtl      Somerst       RRAn       Norm     1Fam     1Story
## 1003    Corner       Gtl       NWAmes      Feedr       RRAn   Duplex     1Story
## 1004    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1005    Inside       Gtl      CollgCr       Norm       Norm     1Fam       SLvl
## 1006    Inside       Gtl        NAmes       PosN       Norm     1Fam     1Story
## 1007    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1008   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1009    Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 1010    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1.5Fin
## 1011    Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 1012    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1013    Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1014    Inside       Gtl        NAmes     Artery       Norm     1Fam     1Story
## 1015    Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 1016    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1017   CulDSac       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1018       FR2       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1019    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1020    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1021    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1022    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1023    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1024    Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1025    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1026    Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 1027    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1028    Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 1029    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1030    Inside       Gtl        SWISU       Norm       Norm   2fmCon     2Story
## 1031    Corner       Gtl        SWISU       Norm       Norm     1Fam     2.5Fin
## 1032    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1033    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1034    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1035   CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1036    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1037    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1038    Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 1039    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     SFoyer
## 1040    Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1041    Inside       Gtl       NWAmes      Feedr       Norm     1Fam     2Story
## 1042    Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 1043    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1044    Inside       Gtl       NWAmes       PosN       Norm     1Fam     1Story
## 1045   CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1046    Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1047    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1048    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1049    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1050    Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 1051    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1052    Corner       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 1053    Inside       Mod      Edwards       Norm       Norm     1Fam     1Story
## 1054    Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1055    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1056    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1057       FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1058    Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1059    Corner       Mod      Crawfor       Norm       Norm     1Fam     1.5Fin
## 1060    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1061    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 1062    Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 1063    Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 1064   CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1065    Inside       Mod      ClearCr       Norm       Norm     1Fam     2Story
## 1066    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1067    Inside       Mod        NAmes       Norm       Norm     1Fam     2Story
## 1068    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1069    Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Unf
## 1070    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1071    Inside       Gtl       NWAmes       RRAn       Norm     1Fam     2Story
## 1072    Inside       Gtl      Edwards     Artery       Norm     1Fam     1.5Fin
## 1073    Corner       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 1074    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1075    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1076    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1077    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1078    Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 1079    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1080    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1081    Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1082    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1083    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1084    Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1085    Inside       Gtl      SawyerW       Norm       Norm     1Fam     SFoyer
## 1086    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1087    Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 1088    Inside       Gtl      Edwards       Norm       Norm    Twnhs     2Story
## 1089    Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 1090    Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 1091    Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 1092    Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 1093    Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 1094    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1095    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1096    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 1097    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1098    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1099    Inside       Gtl       NWAmes       RRAn       Norm     1Fam     1Story
## 1100    Inside       Gtl        SWISU       Norm       Norm     1Fam     1Story
## 1101    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1102    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1103    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1104    Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 1105    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1106    Corner       Gtl      SawyerW      Feedr       Norm     1Fam     1Story
## 1107   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1108    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1109    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1110    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1111    Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 1112    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1113    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1114    Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1115    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1116    Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1117       FR2       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1118    Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 1119    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1120    Inside       Mod       IDOTRR       Norm       Norm     1Fam     1Story
## 1121    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1122    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1123    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1124    Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1125    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1126    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1127    Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 1128    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1129    Inside       Gtl      OldTown       Norm       Norm   Duplex     SFoyer
## 1130    Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 1131    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1132    Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 1133    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1134    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1135    Corner       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 1136    Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 1137    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1.5Fin
## 1138    Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 1139    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 1140    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1141   CulDSac       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 1142    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1143    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1144    Inside       Gtl      Edwards       Norm       Norm   2fmCon     1.5Fin
## 1145    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1146    Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1147    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1148    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1149    Inside       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 1150    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1151    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1152    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1153    Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 1154    Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 1155    Corner       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 1156    Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 1157    Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 1158       FR2       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 1159    Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 1160    Inside       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 1161   CulDSac       Gtl      Crawfor       PosN       Norm     1Fam     1Story
## 1162    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1163    Inside       Gtl       Sawyer      Feedr       Norm   Duplex     SFoyer
## 1164       FR2       Gtl      Veenker      Feedr       Norm     1Fam       SLvl
## 1165    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1166    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1167    Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1168    Corner       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 1169   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1170    Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 1171    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1172    Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 1173    Inside       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 1174    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1175    Inside       Gtl      NoRidge       Norm       Norm     1Fam     1.5Fin
## 1176   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1177    Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 1178       FR2       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 1179    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1180    Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 1181    Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 1182    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1183    Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1184    Inside       Mod       Timber       Norm       Norm     1Fam     1Story
## 1185    Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1186    Corner       Mod      OldTown     Artery     Artery   2fmCon     2Story
## 1187    Corner       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 1188    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1189    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1190    Inside       Mod      Mitchel       Norm       Norm   2fmCon     1Story
## 1191    Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 1192    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1193       FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 1194    Corner       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 1195    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1196    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1197    Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 1198    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1199    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1200    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1201    Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1202    Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1203    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1204    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1205   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1206    Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1207    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1208    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1209   CulDSac       Gtl      Somerst       RRNn       Norm     1Fam     1Story
## 1210    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1211    Inside       Mod      Gilbert       Norm       Norm     1Fam     1.5Fin
## 1212    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1213   CulDSac       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 1214    Inside       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 1215    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1216    Inside       Gtl       Sawyer       RRAe       Norm   Duplex     1.5Fin
## 1217    Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 1218    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1219    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1220    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1221    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1222    Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 1223    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1224    Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1225    Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 1226   CulDSac       Gtl      Somerst      Feedr       Norm     1Fam     2Story
## 1227    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1228    Corner       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1229    Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 1230    Inside       Gtl       Sawyer      Feedr       RRAe   Duplex     1.5Fin
## 1231    Inside       Gtl        NAmes       Norm       Norm   Duplex       SLvl
## 1232       FR2       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 1233    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1234    Inside       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 1235    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1236    Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 1237       FR2       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1238    Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 1239    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1240    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1241    Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 1242    Inside       Gtl       NWAmes       Norm       Norm     1Fam     SFoyer
## 1243    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1244    Corner       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 1245    Inside       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 1246    Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 1247    Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 1248    Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 1249    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
##      OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle RoofMatl
## 1              7           5      2003         2003     Gable  CompShg
## 2              6           8      1976         1976     Gable  CompShg
## 3              7           5      2001         2002     Gable  CompShg
## 4              7           5      1915         1970     Gable  CompShg
## 5              8           5      2000         2000     Gable  CompShg
## 6              5           5      1993         1995     Gable  CompShg
## 7              8           5      2004         2005     Gable  CompShg
## 8              7           6      1973         1973     Gable  CompShg
## 9              7           5      1931         1950     Gable  CompShg
## 10             5           6      1939         1950     Gable  CompShg
## 11             5           5      1965         1965       Hip  CompShg
## 12             9           5      2005         2006       Hip  CompShg
## 13             5           6      1962         1962       Hip  CompShg
## 14             7           5      2006         2007     Gable  CompShg
## 15             6           5      1960         1960       Hip  CompShg
## 16             7           8      1929         2001     Gable  CompShg
## 17             6           7      1970         1970     Gable  CompShg
## 18             4           5      1967         1967     Gable  CompShg
## 19             5           5      2004         2004     Gable  CompShg
## 20             5           6      1958         1965       Hip  CompShg
## 21             8           5      2005         2006     Gable  CompShg
## 22             7           7      1930         1950     Gable  CompShg
## 23             8           5      2002         2002       Hip  CompShg
## 24             5           7      1976         1976     Gable  CompShg
## 25             5           8      1968         2001     Gable  CompShg
## 26             8           5      2007         2007     Gable  CompShg
## 27             5           7      1951         2000     Gable  CompShg
## 28             8           5      2007         2008     Gable  CompShg
## 29             5           6      1957         1997     Gable  CompShg
## 30             4           6      1927         1950     Gable  CompShg
## 31             4           4      1920         1950   Gambrel  CompShg
## 32             5           6      1966         2006     Gable  CompShg
## 33             8           5      2007         2007     Gable  CompShg
## 34             5           5      1959         1959       Hip  CompShg
## 35             9           5      2005         2005       Hip  CompShg
## 36             8           5      2004         2005     Gable  CompShg
## 37             5           5      1994         1995     Gable  CompShg
## 38             5           6      1954         1990       Hip  CompShg
## 39             5           7      1953         2007     Gable  CompShg
## 40             4           5      1955         1955     Gable  CompShg
## 41             6           5      1965         1965     Gable  CompShg
## 42             5           6      1959         1959     Gable  CompShg
## 43             5           7      1983         1983     Gable  CompShg
## 44             5           6      1975         1980       Hip  CompShg
## 45             5           6      1959         1959     Gable  CompShg
## 46             9           5      2005         2005       Hip  CompShg
## 47             7           5      2003         2003     Gable  CompShg
## 48             8           5      2006         2006     Gable  CompShg
## 49             4           5      1920         2008     Gable  CompShg
## 50             5           7      1966         1966     Gable  CompShg
## 51             6           6      1997         1997     Gable  CompShg
## 52             6           6      1934         1950     Gable  CompShg
## 53             5           5      1963         1963     Gable  CompShg
## 54             9           5      1981         1987     Gable  WdShngl
## 55             5           5      1955         1955     Gable  CompShg
## 56             6           5      1964         1964     Gable  CompShg
## 57             8           5      1999         2000     Gable  CompShg
## 58             7           5      2004         2004     Gable  CompShg
## 59            10           5      2006         2006       Hip  CompShg
## 60             5           7      1972         1972     Gable  CompShg
## 61             6           5      2004         2004     Gable  CompShg
## 62             5           7      1920         1996     Gable  CompShg
## 63             8           5      2006         2006     Gable  CompShg
## 64             7           6      1921         1950     Gable  CompShg
## 65             7           5      1997         1998     Gable  CompShg
## 66             8           5      2004         2005     Gable  CompShg
## 67             7           5      1970         1989     Gable  CompShg
## 68             7           5      2003         2003     Gable  CompShg
## 69             4           6      1945         1950     Gable  CompShg
## 70             7           4      1953         1953     Gable  CompShg
## 71             7           6      1973         1973     Gable  CompShg
## 72             4           6      1982         2006     Gable  CompShg
## 73             7           5      1998         1998     Gable  CompShg
## 74             5           7      1954         2003     Gable  CompShg
## 75             3           6      1915         1950   Gambrel  CompShg
## 76             4           5      1973         1973     Gable  CompShg
## 77             4           7      1956         1956     Gable  CompShg
## 78             5           5      1948         2001     Gable  CompShg
## 79             4           5      1968         1968       Hip  CompShg
## 80             5           6      1910         1981     Gable  CompShg
## 81             6           6      1968         1968     Gable  CompShg
## 82             6           5      1998         1998       Hip  CompShg
## 83             8           5      2007         2007     Gable  CompShg
## 84             5           5      1960         1960     Gable  CompShg
## 85             7           5      1995         1996     Gable  CompShg
## 86             8           5      1991         1992       Hip  CompShg
## 87             6           5      2005         2005     Gable  CompShg
## 88             6           5      2009         2009     Gable  CompShg
## 89             3           2      1915         1982       Hip  CompShg
## 90             4           5      1994         1995     Gable  CompShg
## 91             4           5      1950         1950     Gable  CompShg
## 92             5           3      1961         1961       Hip  CompShg
## 93             5           7      1921         2006     Gable  CompShg
## 94             6           6      1910         1998       Hip  CompShg
## 95             6           5      1997         1997     Gable  CompShg
## 96             6           8      1993         1993     Gable  CompShg
## 97             7           5      1999         1999     Gable  CompShg
## 98             4           5      1965         1965       Hip  CompShg
## 99             5           5      1920         1950     Gable  CompShg
## 100            4           5      1959         1959     Gable  CompShg
## 101            6           7      1977         2001     Gable  CompShg
## 102            6           5      1985         1985     Gable  CompShg
## 103            5           5      1979         1979     Gable  CompShg
## 104            7           5      2009         2009     Gable  CompShg
## 105            7           4      1931         1950     Gable  CompShg
## 106            8           5      2003         2004       Hip  CompShg
## 107            4           7      1885         1995   Mansard  CompShg
## 108            5           5      1948         1950     Gable  CompShg
## 109            5           7      1919         2005     Gable  CompShg
## 110            6           6      1977         1977       Hip  CompShg
## 111            6           4      1954         1972     Gable  CompShg
## 112            7           5      2000         2000     Gable  CompShg
## 113            7           5      2007         2007     Gable  CompShg
## 114            6           5      1953         1953       Hip  CompShg
## 115            6           8      1945         2002   Gambrel  CompShg
## 116            6           5      1999         1999     Gable  CompShg
## 117            5           5      1962         1962     Gable  CompShg
## 118            5           5      2006         2007     Gable  CompShg
## 119            7           5      1990         1990       Hip  CompShg
## 120            6           5      2005         2006     Gable  CompShg
## 121            6           5      1969         1969      Flat    Metal
## 122            4           5      1939         1950     Gable  CompShg
## 123            6           7      1958         1958       Hip  CompShg
## 124            6           5      1993         1993     Gable  CompShg
## 125            6           5      1979         1998     Gable  CompShg
## 126            6           8      1935         1982     Gable  CompShg
## 127            6           5      1976         1976     Gable  CompShg
## 128            5           7      1930         1950     Gable  CompShg
## 129            6           5      1966         1966     Gable  CompShg
## 130            5           7      1958         1991     Gable  CompShg
## 131            7           6      1966         1966     Gable  CompShg
## 132            6           5      2000         2000     Gable  CompShg
## 133            5           6      1959         2002     Gable  CompShg
## 134            8           5      2001         2002     Gable  CompShg
## 135            5           6      1968         1993     Gable  CompShg
## 136            7           6      1970         1970       Hip  CompShg
## 137            5           5      1967         1967     Gable  CompShg
## 138            7           5      1988         1989     Gable  CompShg
## 139            8           5      1999         2000     Gable  CompShg
## 140            6           5      1997         1997     Gable  CompShg
## 141            4           5      1971         1971     Gable  CompShg
## 142            7           5      2005         2005     Gable  CompShg
## 143            5           4      1952         1952     Gable  CompShg
## 144            7           5      1999         1999     Gable  CompShg
## 145            5           5      1963         1963     Gable  CompShg
## 146            6           5      2004         2006     Gable  CompShg
## 147            5           7      1931         1993     Gable  CompShg
## 148            7           5      2001         2001     Gable  CompShg
## 149            7           5      2004         2005     Gable  CompShg
## 150            5           4      1936         1950     Gable  CompShg
## 151            5           6      1975         1975     Gable  CompShg
## 152            8           5      2007         2008       Hip  CompShg
## 153            6           5      1971         1971     Gable  CompShg
## 154            6           7      1960         1975      Flat  CompShg
## 155            6           5      1923         1950     Gable  CompShg
## 156            6           5      1924         1950     Gable  CompShg
## 157            5           7      1950         1950       Hip  CompShg
## 158            8           5      2009         2010     Gable  CompShg
## 159            7           5      2004         2005     Gable  CompShg
## 160            7           5      2005         2006     Gable  CompShg
## 161            6           6      1984         1984     Gable  CompShg
## 162            9           5      2003         2004     Gable  CompShg
## 163            7           5      2005         2005     Gable  CompShg
## 164            4           6      1956         1956     Gable  CompShg
## 165            6           7      1926         2004     Gable  CompShg
## 166            5           7      1940         1999     Gable  CompShg
## 167            5           5      1955         1993       Hip  CompShg
## 168            8           5      2007         2007     Gable  CompShg
## 169            7           5      2004         2004     Gable  CompShg
## 170            8           6      1981         1981       Hip  WdShake
## 171            5           6      1941         1950     Gable  CompShg
## 172            6           5      1960         1960       Hip  CompShg
## 173            7           7      1987         1987     Gable  CompShg
## 174            6           5      1961         1961     Gable  CompShg
## 175            6           5      1986         1986     Gable  CompShg
## 176            6           7      1950         2001     Gable  CompShg
## 177            6           5      1988         1989     Gable  CompShg
## 178            5           5      1958         1958     Gable  CompShg
## 179            9           5      2008         2009       Hip  CompShg
## 180            5           6      1923         2006     Gable  CompShg
## 181            6           5      2000         2000     Gable  CompShg
## 182            7           6      1920         1950     Gable  CompShg
## 183            5           6      1957         2006       Hip  CompShg
## 184            7           5      2003         2003     Gable  CompShg
## 185            5           8      1908         1991     Gable  CompShg
## 186           10           9      1892         1993     Gable  WdShngl
## 187            7           5      1990         1991     Gable  CompShg
## 188            5           7      1916         1987     Gable  CompShg
## 189            5           5      1979         1979     Gable  CompShg
## 190            8           5      2001         2002     Gable  CompShg
## 191            8           8      1932         1994       Hip  CompShg
## 192            7           9      1972         2004     Gable  CompShg
## 193            7           5      1999         1999     Gable  CompShg
## 194            7           5      2004         2004     Gable  CompShg
## 195            5           7      1972         1972       Hip  CompShg
## 196            6           6      1976         1976     Gable  CompShg
## 197            7           5      2007         2007       Hip  CompShg
## 198            8           4      1918         1990     Gable  CompShg
## 199            6           6      1912         1950     Gable  CompShg
## 200            8           5      2004         2005       Hip  CompShg
## 201            4           5      2003         2004     Gable  CompShg
## 202            6           6      1977         1977     Gable  CompShg
## 203            6           6      1924         1950     Gable  CompShg
## 204            6           5      2004         2004     Gable  CompShg
## 205            5           7      1947         1950     Gable  CompShg
## 206            7           5      1990         1990     Gable  CompShg
## 207            5           5      1962         1962     Gable  CompShg
## 208            4           5      1960         1960     Gable  CompShg
## 209            7           5      1988         1989     Gable  CompShg
## 210            6           7      1964         1964       Hip  CompShg
## 211            5           6      1925         1950     Gable  CompShg
## 212            6           5      2009         2009     Gable  CompShg
## 213            7           5      2009         2009     Gable  CompShg
## 214            5           5      1995         1995     Gable  CompShg
## 215            6           7      1977         1977     Gable  CompShg
## 216            5           6      1957         1996     Gable  CompShg
## 217            7           5      2004         2004     Gable  CompShg
## 218            4           4      1925         1950     Gable  CompShg
## 219            7           9      1939         2006     Gable  CompShg
## 220            7           5      2005         2006     Gable  CompShg
## 221            7           5      2006         2006     Gable  CompShg
## 222            6           5      2002         2002     Gable  CompShg
## 223            6           6      1975         1975     Gable  CompShg
## 224            4           6      1971         1971     Gable  CompShg
## 225           10           5      2003         2003       Hip  CompShg
## 226            5           5      1971         1971     Gable  CompShg
## 227            7           5      1995         1995     Gable  CompShg
## 228            6           6      1970         1970     Gable  CompShg
## 229            5           5      1967         1967     Gable  CompShg
## 230            7           5      2005         2006     Gable  CompShg
## 231            6           6      1959         1959       Hip  CompShg
## 232            8           5      1995         1996     Gable  CompShg
## 233            6           5      1972         1972     Gable  CompShg
## 234            5           6      1976         1976     Gable  CompShg
## 235            6           5      2002         2002     Gable  CompShg
## 236            6           3      1971         1971     Gable  CompShg
## 237            7           5      2004         2004     Gable  CompShg
## 238            7           7      1993         2003     Gable  CompShg
## 239            8           5      2007         2007       Hip  CompShg
## 240            6           4      1945         1950     Gable  CompShg
## 241            8           5      2008         2008     Gable  CompShg
## 242            5           9      1945         1997     Gable  CompShg
## 243            5           4      1900         1950     Gable  CompShg
## 244            6           6      1980         1980     Gable  CompShg
## 245            7           5      1994         2002     Gable  CompShg
## 246            7           5      1988         1988     Gable  CompShg
## 247            6           8      1910         1950     Gable  CompShg
## 248            6           5      1954         1954       Hip  CompShg
## 249            7           5      2003         2003     Gable  CompShg
## 250            6           7      1958         2006     Gable  CompShg
## 251            3           2      1940         1966     Gable  CompShg
## 252            8           5      2006         2007       Hip  CompShg
## 253            6           5      2004         2004     Gable  CompShg
## 254            6           7      1964         1991       Hip  CompShg
## 255            5           6      1957         1957     Gable  CompShg
## 256            7           5      1999         1999     Gable  CompShg
## 257            6           5      2003         2003     Gable  CompShg
## 258            7           5      2006         2006     Gable  CompShg
## 259            7           5      2001         2001     Gable  CompShg
## 260            5           5      1956         1956     Gable  CompShg
## 261            6           5      1962         1962     Gable  CompShg
## 262            8           5      2007         2007     Gable  CompShg
## 263            6           7      1977         1995     Gable  CompShg
## 264            5           7      1929         2001     Gable  CompShg
## 265            5           5      1925         2004     Gable  CompShg
## 266            6           6      1981         1981     Gable  CompShg
## 267            6           5      1997         1997     Gable  CompShg
## 268            5           8      1939         1997     Gable  CompShg
## 269            5           6      1940         1955     Gable  CompShg
## 270            6           7      1976         1976       Hip  CompShg
## 271            8           5      2006         2006     Gable  CompShg
## 272            7           7      1954         2005      Flat  Membran
## 273            8           7      1999         2007     Gable  CompShg
## 274            6           6      1958         1988       Hip  CompShg
## 275            5           7      1982         1982     Gable  CompShg
## 276            7           7      1925         2007     Gable  CompShg
## 277            7           5      2003         2003     Gable  CompShg
## 278            4           5      1951         1951     Gable  CompShg
## 279            9           5      2006         2007     Gable  CompShg
## 280            7           5      1977         1977       Hip  CompShg
## 281            7           6      1989         1989     Gable  CompShg
## 282            6           5      2006         2006     Gable  CompShg
## 283            7           5      2007         2008     Gable  CompShg
## 284            8           5      2008         2009     Gable  CompShg
## 285            6           5      1992         1992     Gable  CompShg
## 286            7           5      2006         2007     Gable  CompShg
## 287            6           7      1962         1981     Gable  CompShg
## 288            4           4      1971         1971     Gable  CompShg
## 289            5           5      1967         1967     Gable  CompShg
## 290            6           7      1915         2003     Gable  CompShg
## 291            8           5      2006         2006     Gable  CompShg
## 292            5           6      1912         2000     Gable  CompShg
## 293            5           4      1949         2008     Gable  CompShg
## 294            7           7      1977         1994     Gable  CompShg
## 295            6           5      1953         1953       Hip  CompShg
## 296            6           6      1984         1984     Gable  CompShg
## 297            5           5      1950         1950     Gable  CompShg
## 298            7           5      1997         1998       Hip  CompShg
## 299            6           6      1968         1968   Mansard  CompShg
## 300            6           8      1950         2004     Gable  CompShg
## 301            5           5      1953         1953       Hip  CompShg
## 302            8           5      1998         1999     Gable  CompShg
## 303            7           5      2001         2002     Gable  CompShg
## 304            5           7      1972         1972     Gable  CompShg
## 305            7           9      1880         2002     Gable  CompShg
## 306            8           5      2004         2005     Gable  CompShg
## 307            7           5      1990         1991     Gable  CompShg
## 308            6           7      1920         1950     Gable  CompShg
## 309            4           5      1940         1950     Gable  CompShg
## 310            9           5      2003         2004     Gable  CompShg
## 311            6           5      1993         1994     Gable  CompShg
## 312            6           6      1948         2002     Gable  CompShg
## 313            5           7      1939         1950     Gable  CompShg
## 314            7           5      1965         1965       Hip  CompShg
## 315            7           7      1925         1990     Gable  CompShg
## 316            7           5      2004         2005     Gable  CompShg
## 317            7           7      1980         1980     Gable  CompShg
## 318            8           5      2006         2006     Gable  CompShg
## 319            7           5      1993         1993     Gable  CompShg
## 320            7           5      1980         1980     Gable  CompShg
## 321            9           5      2006         2006     Gable  CompShg
## 322            8           5      2004         2004     Gable  CompShg
## 323            7           5      1986         1987     Gable  CompShg
## 324            3           8      1955         2005     Gable  CompShg
## 325            7           7      1967         2007   Mansard  WdShake
## 326            5           6      1941         1950     Gable  CompShg
## 327            8           5      1993         1993     Gable  CompShg
## 328            6           5      1960         1960       Hip  CompShg
## 329            6           6      1916         1994     Gable  CompShg
## 330            5           5      1920         1950     Gable  CompShg
## 331            5           4      1964         1964     Gable  CompShg
## 332            5           6      1958         1992     Gable  CompShg
## 333            8           5      2003         2004     Gable  CompShg
## 334            7           5      2004         2004     Gable  CompShg
## 335            6           5      1998         1998     Gable  CompShg
## 336            5           6      1965         1965     Gable  CompShg
## 337            9           5      2005         2006       Hip  CompShg
## 338            7           5      2002         2003     Gable  CompShg
## 339            7           7      1984         1998     Gable  CompShg
## 340            6           7      1958         1998       Hip  CompShg
## 341            8           5      2002         2002     Gable  CompShg
## 342            4           4      1950         1950     Gable  CompShg
## 343            3           4      1949         1950     Gable  CompShg
## 344            9           5      2005         2005       Hip  CompShg
## 345            5           3      1976         1976     Gable  CompShg
## 346            6           5      1939         1950     Gable  CompShg
## 347            6           8      1960         1998       Hip  CompShg
## 348            6           5      1960         1960     Gable  CompShg
## 349            7           5      2003         2004     Gable  CompShg
## 350            9           5      2005         2006       Hip  CompShg
## 351            9           5      2007         2007       Hip  CompShg
## 352            7           5      1986         1986     Gable  CompShg
## 353            5           6      1941         1950     Gable  CompShg
## 354            6           8      1928         2003     Gable  CompShg
## 355            6           5      1940         2000     Gable  CompShg
## 356            6           5      1995         1995     Gable  CompShg
## 357            6           6      1992         1992     Gable  CompShg
## 358            5           5      1976         1976     Gable  CompShg
## 359            5           4      1958         1958       Hip  CompShg
## 360            8           5      1998         1998     Gable  CompShg
## 361            6           6      1978         1978     Gable  CompShg
## 362            5           5      1940         1982     Gable  CompShg
## 363            7           5      2003         2003     Gable  CompShg
## 364            6           8      1972         2007     Gable  CompShg
## 365            6           5      1976         1976     Gable  CompShg
## 366            5           7      1920         1997       Hip  CompShg
## 367            6           5      1963         1963     Gable  CompShg
## 368            6           5      1962         1962     Gable  Tar&Grv
## 369            5           6      1954         1954     Gable  CompShg
## 370            5           7      1959         2006     Gable  CompShg
## 371            6           5      2000         2000     Gable  CompShg
## 372            4           4      1959         1959     Gable  CompShg
## 373            6           5      1984         1984     Gable  CompShg
## 374            5           6      1953         1953     Gable  CompShg
## 375            7           5      2003         2004     Gable  CompShg
## 376            1           1      1922         1950     Gable  CompShg
## 377            5           5      1996         1996     Gable  CompShg
## 378            8           5      2004         2005     Gable  CompShg
## 379            9           2      2010         2010       Hip  CompShg
## 380            6           5      2000         2000     Gable  CompShg
## 381            5           6      1924         1950     Gable  CompShg
## 382            7           5      2006         2006     Gable  CompShg
## 383            7           5      2006         2006     Gable  CompShg
## 384            6           3      1928         1950     Gable  CompShg
## 385            6           5      1992         1992     Gable  CompShg
## 386            8           5      2004         2005     Gable  CompShg
## 387            5           3      1910         1996   Gambrel  CompShg
## 388            6           6      1976         1976       Hip  CompShg
## 389            7           5      1999         2000     Gable  CompShg
## 390           10           5      2007         2008     Gable  CompShg
## 391            5           8      1900         1950     Gable  CompShg
## 392            6           5      2001         2002     Gable  CompShg
## 393            5           7      1959         1959     Gable  CompShg
## 394            4           5      1941         1950     Gable  CompShg
## 395            5           6      1940         1950     Gable  CompShg
## 396            5           6      1956         1956     Gable  CompShg
## 397            5           5      1972         1972       Hip  CompShg
## 398            5           5      1962         1962     Gable  CompShg
## 399            5           2      1920         1950     Gable  CompShg
## 400            7           5      2006         2007     Gable  CompShg
## 401            8           5      1996         1996     Gable  CompShg
## 402            7           5      2005         2005     Gable  CompShg
## 403            5           8      1940         1997     Gable  CompShg
## 404            8           5      1998         1998       Hip  CompShg
## 405            6           5      1995         1996     Gable  CompShg
## 406            4           4      1976         1993     Gable  CompShg
## 407            6           5      1936         1950     Gable  CompShg
## 408            6           7      1915         1976     Gable  CompShg
## 409            7           5      2006         2006     Gable  CompShg
## 410            8           5      2007         2008     Gable  CompShg
## 411            5           3      1958         1958     Gable  CompShg
## 412            5           5      1955         1955       Hip  CompShg
## 413            7           5      2009         2009     Gable  CompShg
## 414            5           6      1927         1950     Gable  CompShg
## 415            7           5      1993         1993     Gable  CompShg
## 416            7           5      2007         2007     Gable  CompShg
## 417            6           7      1978         1978       Hip  CompShg
## 418            6           6      1918         1950       Hip  CompShg
## 419            5           6      1940         1950     Gable  CompShg
## 420            5           6      1968         1968     Gable  CompShg
## 421            7           5      1997         1998     Gable  CompShg
## 422            6           7      1977         2000     Gable  CompShg
## 423            5           5      1954         1954       Hip  CompShg
## 424            8           5      1998         1998     Gable  CompShg
## 425            6           5      1956         1956     Gable  CompShg
## 426            7           8      1946         1992     Gable  CompShg
## 427            7           5      1989         1989     Gable  CompShg
## 428            4           6      1957         1957       Hip  CompShg
## 429            7           5      2007         2007     Gable  CompShg
## 430            6           5      1988         1988     Gable  CompShg
## 431            6           5      1971         1971     Gable  CompShg
## 432            6           7      1920         1998     Gable  CompShg
## 433            5           5      1971         1971     Gable  CompShg
## 434            6           5      1997         1998     Gable  CompShg
## 435            4           7      1972         1972     Gable  CompShg
## 436            7           6      1996         1996     Gable  CompShg
## 437            6           8      1920         1950     Gable  CompShg
## 438            6           7      1926         2004     Gable  CompShg
## 439            5           6      1913         2002     Gable  CompShg
## 440            6           8      1920         2000     Gable  CompShg
## 441           10           5      2008         2008       Hip  CompShg
## 442            4           4      1955         1955     Gable  CompShg
## 443            5           7      1930         1992     Gable  CompShg
## 444            7           5      2006         2007     Gable  CompShg
## 445            7           5      1994         1995     Gable  CompShg
## 446            6           5      1956         1956       Hip  CompShg
## 447            6           6      1966         2002     Gable  CompShg
## 448            7           5      1998         1999     Gable  CompShg
## 449            6           6      1937         1950     Gable  CompShg
## 450            3           7      1948         2002     Gable  CompShg
## 451            6           8      1930         2005       Hip  CompShg
## 452            7           5      1975         1975     Gable  WdShngl
## 453            6           5      1996         1997       Hip  CompShg
## 454            8           5      2008         2008     Gable  CompShg
## 455            5           5      1976         1976     Gable  CompShg
## 456            7           6      1973         1973       Hip  CompShg
## 457            5           5      1916         1950     Gable  CompShg
## 458            4           6      1954         1994      Flat  Tar&Grv
## 459            8           7      1925         1996       Hip  CompShg
## 460            5           4      1950         1950     Gable  CompShg
## 461            8           5      2009         2009     Gable  CompShg
## 462            7           9      1936         2007     Gable  CompShg
## 463            5           5      1965         1965     Gable  CompShg
## 464            6           7      1934         1995       Hip  CompShg
## 465            5           5      1978         1978     Gable  CompShg
## 466            7           5      2004         2004       Hip  CompShg
## 467            7           5      1970         1970      Flat  Tar&Grv
## 468            5           7      1942         1995     Gable  CompShg
## 469            8           5      2006         2006     Gable  CompShg
## 470            6           5      1993         1993     Gable  CompShg
## 471            8           5      1985         1985     Gable  CompShg
## 472            7           6      1977         1977   Mansard  WdShake
## 473            6           5      2005         2005     Gable  CompShg
## 474            8           5      2006         2007     Gable  CompShg
## 475            8           5      2000         2000     Gable  CompShg
## 476            5           6      1963         1963       Hip  CompShg
## 477            6           5      1997         1998     Gable  CompShg
## 478            9           5      2006         2006       Hip  CompShg
## 479            8           5      2007         2008       Hip  CompShg
## 480            4           7      1937         2000       Hip  CompShg
## 481            9           5      2004         2005       Hip  CompShg
## 482            9           5      2003         2004       Hip  CompShg
## 483            7           8      1915         2005     Gable  CompShg
## 484            6           5      1998         1998       Hip  CompShg
## 485            5           7      1962         2001     Gable  CompShg
## 486            5           7      1950         2007     Gable  CompShg
## 487            5           7      1965         1965       Hip  CompShg
## 488            5           6      1971         1971     Gable  CompShg
## 489            5           4      1900         1970     Gable  CompShg
## 490            4           8      1970         2002     Gable  CompShg
## 491            5           6      1976         1976     Gable  CompShg
## 492            6           7      1941         1950     Gable  CompShg
## 493            6           5      2006         2006     Gable  CompShg
## 494            5           6      1960         1960     Gable  CompShg
## 495            5           8      1938         1996     Gable  CompShg
## 496            4           5      1920         1950     Gable  CompShg
## 497            8           5      1992         1993       Hip  CompShg
## 498            7           6      1925         1950     Gable  CompShg
## 499            5           7      1967         2004       Hip  CompShg
## 500            5           7      1958         1985     Gable  CompShg
## 501            6           5      1973         1973     Gable  CompShg
## 502            7           5      2005         2005     Gable  CompShg
## 503            5           7      1965         1965       Hip  CompShg
## 504            7           8      1959         1997     Gable  CompShg
## 505            6           5      1974         1974     Gable  CompShg
## 506            5           5      1952         1952       Hip  CompShg
## 507            8           5      1993         1994     Gable  CompShg
## 508            6           5      2009         2009     Gable  CompShg
## 509            7           9      1928         2005   Gambrel  CompShg
## 510            5           6      1959         1959     Gable  CompShg
## 511            5           7      1951         2000       Hip  CompShg
## 512            7           5      2005         2006     Gable  CompShg
## 513            5           5      1958         1958     Gable  CompShg
## 514            6           5      1983         1983     Gable  CompShg
## 515            5           5      1926         1950     Gable  CompShg
## 516           10           5      2009         2009       Hip  CompShg
## 517            6           6      1972         1972     Gable  CompShg
## 518            7           5      1996         1997     Gable  CompShg
## 519            6           5      1998         1998     Gable  CompShg
## 520            7           9      1926         2004   Gambrel  CompShg
## 521            4           7      1900         2000     Gable  CompShg
## 522            6           6      1957         1957     Gable  CompShg
## 523            6           7      1947         1950     Gable  CompShg
## 524            7           5      1996         1997     Gable  CompShg
## 525            7           5      2005         2005     Gable  CompShg
## 526            5           7      1956         2000       Hip  CompShg
## 527            9           5      2008         2008       Hip  CompShg
## 528            4           7      1920         2002     Gable  CompShg
## 529            6           3      1957         1975       Hip  CompShg
## 530            6           5      1988         1989     Gable  CompShg
## 531            6           8      1920         1999     Gable  CompShg
## 532            5           7      1955         2007     Gable  CompShg
## 533            1           3      1946         1950     Gable  CompShg
## 534            8           5      2004         2004     Gable  CompShg
## 535            5           7      1910         1991     Gable  CompShg
## 536            7           5      1998         1999     Gable  CompShg
## 537            4           5      1972         1972       Hip  CompShg
## 538            5           5      1968         1968       Hip  CompShg
## 539            8           5      2001         2002     Gable  CompShg
## 540            9           5      2006         2006       Hip  CompShg
## 541            8           5      2000         2000     Gable  CompShg
## 542            7           5      1998         1999       Hip  CompShg
## 543            7           5      1998         1998     Gable  CompShg
## 544            7           5      2006         2006     Gable  CompShg
## 545            7           5      1988         1988     Gable  CompShg
## 546            6           7      1923         1950     Gable  CompShg
## 547            5           7      1970         1970     Gable  CompShg
## 548            5           7      1955         1995     Gable  CompShg
## 549            7           5      2003         2004     Gable  CompShg
## 550            6           6      1977         1977     Gable  CompShg
## 551            5           6      1957         1957       Hip  CompShg
## 552            8           5      2006         2006     Gable  CompShg
## 553            4           5      1949         2003     Gable  CompShg
## 554            7           5      2003         2004     Gable  CompShg
## 555            5           6      1922         1950     Gable  CompShg
## 556            5           5      1957         1957     Gable  CompShg
## 557            4           6      1920         1950     Gable  CompShg
## 558            7           5      1996         1997     Gable  CompShg
## 559            7           5      2003         2004     Gable  CompShg
## 560            5           6      1957         1996       Hip  CompShg
## 561            5           5      1974         1975     Gable  CompShg
## 562            5           6      1940         1969     Gable  CompShg
## 563            6           7      1918         1950     Gable  CompShg
## 564            7           5      1992         2000     Gable  CompShg
## 565            6           4      1915         1950     Gable  CompShg
## 566            9           5      2005         2007       Hip  CompShg
## 567            7           5      2004         2004     Gable  CompShg
## 568            8           8      1983         2009     Gable  CompShg
## 569            5           5      1979         1979     Gable  CompShg
## 570            5           5      1965         1965     Gable  CompShg
## 571            6           6      1959         1959     Gable  CompShg
## 572            7           5      2009         2009     Gable  CompShg
## 573            7           5      2000         2000     Gable  CompShg
## 574            5           7      1971         2005   Gambrel  CompShg
## 575            5           5      1947         1950     Gable  CompShg
## 576            7           7      1928         1950     Gable  CompShg
## 577            5           6      1966         1966     Gable  CompShg
## 578            7           5      2007         2007     Gable  CompShg
## 579            5           5      1954         1954     Gable  CompShg
## 580            6           6      1960         1987     Gable  CompShg
## 581            8           5      2008         2009       Hip  CompShg
## 582            6           5      1990         1990     Gable  CompShg
## 583           10           9      1893         2000     Gable  CompShg
## 584            4           7      1935         1995     Gable  CompShg
## 585            8           5      2005         2006       Hip  CompShg
## 586            6           7      1918         2000     Gable  CompShg
## 587            5           6      1982         1982       Hip  CompShg
## 588            5           8      1968         2003      Flat  Tar&Grv
## 589            5           6      1930         1960     Gable  CompShg
## 590            7           5      2004         2004     Gable  CompShg
## 591           10           5      2008         2008     Gable  CompShg
## 592            5           8      1982         2003     Gable  CompShg
## 593            6           5      2003         2003     Gable  CompShg
## 594            5           6      1975         1975       Hip  CompShg
## 595            8           5      2005         2006     Gable  CompShg
## 596            6           7      1910         1993     Gable  CompShg
## 597            7           5      2006         2007     Gable  CompShg
## 598            5           6      1977         1977     Gable  CompShg
## 599            6           6      1980         1980     Gable  CompShg
## 600            8           5      2005         2005     Gable  CompShg
## 601            6           6      1937         1950     Gable  CompShg
## 602            8           5      1992         1992     Gable  CompShg
## 603            7           5      2004         2005     Gable  CompShg
## 604            7           5      2002         2002     Gable  CompShg
## 605            7           6      1965         1990     Gable  CompShg
## 606            5           5      1996         1996     Gable  CompShg
## 607            5           8      1948         2002     Gable  CompShg
## 608            8           6      1934         1998     Gable  CompShg
## 609            4           5      1961         1961     Gable  CompShg
## 610            9           5      2000         2000       Hip  CompShg
## 611            6           6      1978         1978     Gable  CompShg
## 612            8           5      2001         2001     Gable  CompShg
## 613            5           5      2007         2007     Gable  CompShg
## 614            4           6      1972         1972     Gable  CompShg
## 615            6           7      1963         1963     Gable  CompShg
## 616            6           5      2002         2003     Gable  CompShg
## 617            6           6      1954         1954     Gable  CompShg
## 618            9           5      2007         2007       Hip  CompShg
## 619            8           5      2003         2003       Hip  CompShg
## 620            3           3      1914         1950     Gable  CompShg
## 621            6           7      1974         1997     Gable  CompShg
## 622            5           6      1977         1977     Gable  CompShg
## 623            6           5      2000         2000     Gable  CompShg
## 624            6           5      1972         1972     Gable  CompShg
## 625            6           6      1962         1962       Hip  CompShg
## 626            5           5      1960         1978       Hip  CompShg
## 627            6           6      1955         1972     Gable  CompShg
## 628            5           5      1969         1969     Gable  CompShg
## 629            6           5      1964         1964     Gable  WdShngl
## 630            5           6      1880         1991     Gable  CompShg
## 631            8           5      2006         2006     Gable  CompShg
## 632            7           5      1977         1977       Hip  CompShg
## 633            5           7      1954         2005     Gable  CompShg
## 634            6           5      1980         1980     Gable  CompShg
## 635            6           7      1914         1995       Hip  CompShg
## 636            2           3      1936         1950     Gable  CompShg
## 637            5           4      1954         1954     Gable  CompShg
## 638            5           7      1910         1950     Gable  CompShg
## 639            8           5      2006         2006       Hip  CompShg
## 640            8           5      2003         2004       Hip  CompShg
## 641            7           5      2001         2001     Gable  CompShg
## 642            8           7      1972         1995     Gable  CompShg
## 643            5           5      1969         1969   Mansard  CompShg
## 644            9           5      2009         2009     Gable  CompShg
## 645            6           5      1971         1971       Hip  CompShg
## 646            5           5      1950         1950       Hip  CompShg
## 647            6           5      1953         1953       Hip  CompShg
## 648            6           5      1966         1966     Gable  CompShg
## 649            4           6      1970         1970     Gable  CompShg
## 650            7           6      2007         2007     Gable  CompShg
## 651            4           5      1940         1950     Gable  CompShg
## 652            7           5      1996         1996     Gable  CompShg
## 653            6           7      1906         1995     Gable  CompShg
## 654            8           6      1995         1995       Hip  CompShg
## 655            6           5      1971         1971     Gable  CompShg
## 656            5           7      1959         2006     Gable  CompShg
## 657            7           6      1931         2000     Gable  CompShg
## 658            6           5      1948         1950     Gable  CompShg
## 659            5           7      1964         1999       Hip  CompShg
## 660            7           7      1976         1976     Gable  CompShg
## 661            8           7      1994         2005       Hip  CompShg
## 662            6           3      1968         1968       Hip  CompShg
## 663            4           5      1972         1972     Gable  CompShg
## 664            8           5      2005         2006     Gable  CompShg
## 665            8           5      2000         2000     Gable  CompShg
## 666            6           5      1965         1979      Flat  Tar&Grv
## 667            6           5      1994         1998     Gable  CompShg
## 668            5           6      1956         1987     Gable  CompShg
## 669            4           5      1922         1950     Gable  CompShg
## 670            6           5      2005         2005     Gable  CompShg
## 671            6           6      1925         1950   Gambrel  CompShg
## 672            6           6      1977         1977     Gable  CompShg
## 673            6           7      1957         2004       Hip  CompShg
## 674            6           6      1965         1965     Gable  CompShg
## 675            6           6      1978         1978     Gable  CompShg
## 676            4           2      1900         1950     Gable  CompShg
## 677            5           8      1924         2006     Gable  CompShg
## 678            8           5      2008         2008       Hip  CompShg
## 679            5           5      1961         1961       Hip  CompShg
## 680            6           5      1980         1980     Gable  CompShg
## 681            5           5      1932         2000     Gable  CompShg
## 682            6           5      1996         1997     Gable  CompShg
## 683            9           5      2002         2002       Hip  CompShg
## 684            7           5      1998         1998     Gable  CompShg
## 685            7           5      1984         1984     Gable  CompShg
## 686            7           6      2007         2007     Gable  CompShg
## 687            7           5      2004         2004     Gable  CompShg
## 688            8           6      2007         2007     Gable  CompShg
## 689            6           5      2005         2006     Gable  CompShg
## 690            6           5      2004         2004     Gable  CompShg
## 691           10           6      1994         1995     Gable  WdShngl
## 692            7           5      1989         1990       Hip  CompShg
## 693            5           6      1921         1968     Gable  CompShg
## 694            5           6      1936         1950     Gable  CompShg
## 695            6           6      1987         1987     Gable  CompShg
## 696            5           7      1921         1950     Gable  CompShg
## 697            5           7      1952         1952     Gable  CompShg
## 698            5           8      1965         2009     Gable  CompShg
## 699            7           5      2004         2004     Gable  CompShg
## 700            8           5      2002         2002       Hip  CompShg
## 701            7           5      1969         1969       Hip  CompShg
## 702            8           5      2006         2006       Hip  CompShg
## 703            5           9      1900         1996     Gable  CompShg
## 704            7           5      2004         2005     Gable  CompShg
## 705            4           5      1930         1950       Hip  CompShg
## 706            7           5      1971         2002     Gable  CompShg
## 707            8           5      2006         2006       Hip  CompShg
## 708            7           5      2007         2007       Hip  CompShg
## 709            5           7      1966         1966     Gable  CompShg
## 710            3           6      1935         2003     Gable  CompShg
## 711            4           7      1900         1950     Gable  CompShg
## 712            8           5      1988         1989     Gable  CompShg
## 713            4           5      1970         1970     Gable  CompShg
## 714            6           8      1976         2005     Gable  CompShg
## 715            6           5      1974         1974       Hip  CompShg
## 716            7           8      1890         1998     Gable  CompShg
## 717            5           6      1973         2000     Gable  CompShg
## 718            7           5      1993         1994       Hip  CompShg
## 719            5           6      1969         1969     Gable  CompShg
## 720            8           5      1985         1985     Gable  CompShg
## 721            6           5      2004         2004     Gable  CompShg
## 722            4           7      1970         1970     Gable  CompShg
## 723            4           6      1954         1972     Gable  CompShg
## 724            9           5      2007         2008       Hip  CompShg
## 725            4           6      1970         1970     Gable  CompShg
## 726            6           9      1988         2007       Hip  CompShg
## 727            7           5      2007         2007     Gable  CompShg
## 728            5           5      1958         1958     Gable  CompShg
## 729            4           5      1925         1950     Gable  CompShg
## 730            8           5      1995         1996     Gable  CompShg
## 731            7           5      2003         2003     Gable  CompShg
## 732            7           5      1998         1999     Gable  CompShg
## 733            5           6      1961         1983       Hip  CompShg
## 734            5           5      1968         1968     Gable  CompShg
## 735            7           7      1914         1970     Gable  CompShg
## 736            3           4      1950         1950     Gable  CompShg
## 737            8           5      2005         2005     Gable  CompShg
## 738            5           5      1987         1988     Gable  CompShg
## 739            7           5      2004         2004     Gable  CompShg
## 740            5           7      1910         2002     Gable  CompShg
## 741            6           8      1961         1996       Hip  CompShg
## 742            7           5      2000         2001     Gable  CompShg
## 743            5           6      1963         1999     Gable  CompShg
## 744            8           5      1993         1993     Gable  CompShg
## 745            8           9      1976         1996       Hip  CompShg
## 746            7           5      2000         2000     Gable  CompShg
## 747            7           7      1880         2003   Mansard  CompShg
## 748            7           5      1996         1996       Hip  CompShg
## 749            4           3      1945         1950     Gable  CompShg
## 750            4           7      1910         2004     Gable  CompShg
## 751            7           5      2003         2003     Gable  CompShg
## 752            6           5      1997         1997     Gable  CompShg
## 753            8           5      2005         2005     Gable  CompShg
## 754            6           8      1969         2005     Gable  CompShg
## 755            6           5      1999         1999     Gable  CompShg
## 756            8           5      2007         2007     Gable  CompShg
## 757            6           5      1978         1978       Hip  CompShg
## 758            7           5      1999         1999     Gable  CompShg
## 759            8           5      1995         1995     Gable  CompShg
## 760            6           6      1959         1959       Hip  CompShg
## 761            5           5      1924         1950     Gable  CompShg
## 762            7           5      2009         2009     Gable  CompShg
## 763            8           5      1999         1999     Gable  CompShg
## 764            8           5      1995         1996       Hip  CompShg
## 765            9           5      2008         2008     Gable  CompShg
## 766            7           5      1988         1988     Gable  CompShg
## 767            6           7      1940         1985     Gable  CompShg
## 768            7           5      2004         2005       Hip  CompShg
## 769            8           5      2003         2003       Hip  CompShg
## 770            5           5      1982         1982       Hip  CompShg
## 771            4           5      1951         1951     Gable  CompShg
## 772            6           5      1976         1976     Gable  CompShg
## 773            5           5      1958         1958     Gable  CompShg
## 774            8           5      2006         2006       Hip  CompShg
## 775            6           5      1998         1998       Hip  CompShg
## 776            7           5      2005         2006     Gable  CompShg
## 777            5           5      1974         1974       Hip  CompShg
## 778            5           5      1977         1977     Gable  CompShg
## 779            6           5      1977         1977     Gable  CompShg
## 780            7           5      1995         1996     Gable  CompShg
## 781            6           5      1992         1992     Gable  CompShg
## 782            7           5      2001         2002     Gable  CompShg
## 783            5           6      1978         1978     Gable  CompShg
## 784            6           6      1914         2001     Gable  CompShg
## 785            6           5      1967         1967     Gable  CompShg
## 786            5           6      1915         1950     Gable  CompShg
## 787            7           5      2004         2004     Gable  CompShg
## 788            4           7      1954         2000     Gable  CompShg
## 789            6           8      1966         2007     Gable  CompShg
## 790            7           5      2005         2006     Gable  CompShg
## 791            6           5      1976         1976     Gable  CompShg
## 792            7           5      1996         1997     Gable  CompShg
## 793            8           5      2007         2007     Gable  CompShg
## 794            7           5      1994         1996     Gable  CompShg
## 795            6           6      1980         1981     Gable  CompShg
## 796            6           5      1977         1977     Gable  CompShg
## 797            5           5      1953         1953     Gable  CompShg
## 798            9           5      2008         2009       Hip  CompShg
## 799            5           7      1937         1950     Gable  CompShg
## 800            6           5      1997         1997     Gable  CompShg
## 801            4           7      1916         1990     Gable  CompShg
## 802            7           5      2005         2005     Gable  CompShg
## 803            9           5      2008         2009       Hip  CompShg
## 804            5           5      1954         1954     Gable  CompShg
## 805            7           5      2008         2008     Gable  CompShg
## 806            5           5      1967         1967     Gable  CompShg
## 807            5           6      1923         2004     Gable  CompShg
## 808            5           5      1966         1966     Gable  CompShg
## 809            5           5      1898         1965       Hip  CompShg
## 810            6           6      1974         1999       Hip  CompShg
## 811            6           5      2004         2004     Gable  CompShg
## 812            5           5      1952         1952       Hip  CompShg
## 813            6           6      1958         1958     Gable  CompShg
## 814            5           7      1918         1950     Gable  CompShg
## 815            7           5      1998         1998     Gable  CompShg
## 816            5           6      1954         1954     Gable  CompShg
## 817            8           5      2002         2002       Hip  CompShg
## 818            6           7      1971         1971     Gable  CompShg
## 819            7           5      2009         2010     Gable  CompShg
## 820            7           5      2003         2003     Gable  CompShg
## 821            4           4      1953         1953     Gable  CompShg
## 822            7           5      2003         2003     Gable  CompShg
## 823            6           7      1940         1950     Gable  CompShg
## 824            8           5      2006         2006     Gable  CompShg
## 825           10           5      2007         2008       Hip  CompShg
## 826            5           6      1924         1950     Gable  CompShg
## 827            7           5      2001         2001     Gable  CompShg
## 828            5           5      1967         1967      Flat  Tar&Grv
## 829            7           5      2005         2005     Gable  CompShg
## 830            6           5      1957         1957     Gable  CompShg
## 831            7           5      2005         2005     Gable  CompShg
## 832            7           6      2003         2003     Gable  CompShg
## 833            6           6      1964         1964     Gable  CompShg
## 834            5           6      1961         1961     Gable  CompShg
## 835            4           7      1950         1995     Gable  CompShg
## 836            5           6      1948         1973     Gable  CompShg
## 837            6           5      1973         1973     Gable  CompShg
## 838            5           6      1995         2006     Gable  CompShg
## 839            5           6      1946         1995     Gable  CompShg
## 840            6           8      1925         1950     Gable  CompShg
## 841            5           8      1904         2002     Gable  CompShg
## 842            6           7      1966         1966     Gable  CompShg
## 843            5           4      1961         1961     Gable  CompShg
## 844            5           8      1915         1950     Gable  CompShg
## 845            5           5      1975         1981     Gable  CompShg
## 846            7           5      1993         1993     Gable  CompShg
## 847            5           6      1972         1972     Gable  CompShg
## 848            6           8      1908         1997     Gable  CompShg
## 849            6           7      1976         1994       Hip  CompShg
## 850            6           5      2003         2003     Gable  CompShg
## 851            8           5      2003         2003     Gable  CompShg
## 852            7           5      1941         1950     Gable  CompShg
## 853            6           6      1964         1964     Gable  CompShg
## 854            5           4      1955         1974       Hip  CompShg
## 855            5           8      1962         2010     Gable  CompShg
## 856            6           6      1978         1978     Gable  CompShg
## 857            6           5      1994         1995     Gable  CompShg
## 858            7           5      1976         1976     Gable  CompShg
## 859            6           7      1968         1984     Gable  CompShg
## 860            7           8      1918         1998     Gable  CompShg
## 861            5           4      1965         1965       Hip  CompShg
## 862            6           5      1984         1985       Hip  CompShg
## 863            5           5      1959         1959       Hip  CompShg
## 864            7           5      2007         2008     Gable  CompShg
## 865            5           6      1970         1970     Gable  CompShg
## 866            8           5      2006         2007     Gable  CompShg
## 867            4           5      1961         1961     Gable  CompShg
## 868            5           6      1948         1950     Gable  CompShg
## 869            7           5      1993         1994     Gable  CompShg
## 870            5           5      1962         1962       Hip  CompShg
## 871            6           5      1998         1998     Gable  CompShg
## 872            5           7      1953         1996     Gable  CompShg
## 873            5           7      1949         1950     Gable  CompShg
## 874            5           6      1941         1950     Gable  CompShg
## 875            8           5      2007         2007     Gable  CompShg
## 876            4           5      1963         1963     Gable  CompShg
## 877            9           5      2004         2005       Hip  CompShg
## 878            5           7      1961         1995     Gable  CompShg
## 879            5           8      1978         2005     Gable  CompShg
## 880            5           5      2005         2006     Gable  CompShg
## 881            7           5      1990         1991     Gable  CompShg
## 882            6           5      1992         1993     Gable  CompShg
## 883            4           5      1912         1950     Gable  CompShg
## 884            5           5      1967         1967     Gable  CompShg
## 885            9           5      1999         2000     Gable  CompShg
## 886            5           5      1959         2005     Gable  CompShg
## 887            5           7      1955         1955     Gable  CompShg
## 888            8           6      1970         1970      Flat  Tar&Grv
## 889            6           4      1953         1953       Hip  CompShg
## 890            5           7      1949         2006     Gable  CompShg
## 891            6           5      1978         1978       Hip  CompShg
## 892            6           8      1963         2003       Hip  CompShg
## 893            5           5      1954         1954     Gable  CompShg
## 894            5           5      1979         1979     Gable  CompShg
## 895            6           5      1963         1963       Hip  CompShg
## 896            4           6      1936         1950     Gable  CompShg
## 897            5           5      1979         1979     Gable  CompShg
## 898            9           5      2009         2010       Hip  CompShg
## 899            5           7      1961         1994     Gable  CompShg
## 900            4           6      1971         1971     Gable  CompShg
## 901            5           7      1957         2000       Hip  CompShg
## 902            7           5      2003         2003     Gable  CompShg
## 903            7           5      2006         2006       Hip  CompShg
## 904            5           6      1967         1967     Gable  CompShg
## 905            5           5      1954         1954     Gable  CompShg
## 906            8           5      2006         2006     Gable  CompShg
## 907            7           7      1936         1987     Gable  CompShg
## 908            5           5      1983         1983     Gable  CompShg
## 909            6           5      2005         2005     Gable  CompShg
## 910            5           5      1960         1960     Gable  CompShg
## 911            5           7      1977         1989     Gable  CompShg
## 912            5           7      1925         1950     Gable  CompShg
## 913            5           6      1949         1950     Gable  CompShg
## 914            6           5      2009         2009     Gable  CompShg
## 915            4           5      1970         1970     Gable  CompShg
## 916            2           3      1949         1950     Gable  CompShg
## 917            4           6      1956         1956     Gable  CompShg
## 918            7           5      1991         1991     Gable  CompShg
## 919            6           8      1958         2002       Hip  CompShg
## 920            6           5      1994         1994     Gable  CompShg
## 921            5           7      1900         2003     Gable  CompShg
## 922            6           5      2005         2006     Gable  CompShg
## 923            6           5      1993         1994     Gable  CompShg
## 924            6           6      1980         1980     Gable  CompShg
## 925            5           6      1977         1977     Gable  CompShg
## 926            8           5      2003         2004       Hip  CompShg
## 927            7           5      1968         1968     Gable  CompShg
## 928            8           5      2001         2001       Hip  CompShg
## 929            7           5      1997         1997     Gable  CompShg
## 930            8           5      2007         2007     Gable  CompShg
## 931            5           6      1965         1965     Gable  CompShg
## 932            9           5      2006         2006       Hip  CompShg
## 933            7           5      2004         2004     Gable  CompShg
## 934            7           7      1960         2007      Flat  Tar&Grv
## 935            4           5      1926         1953     Gable  CompShg
## 936            7           5      2003         2003     Gable  CompShg
## 937            7           5      2005         2005     Gable  CompShg
## 938            7           5      2006         2006     Gable  CompShg
## 939            7           7      1940         1950     Gable  CompShg
## 940            6           5      1976         1976     Gable  CompShg
## 941            7           5      1999         1999     Gable  CompShg
## 942            4           3      1977         1977     Gable  CompShg
## 943            5           4      1967         1967     Gable  CompShg
## 944            6           6      1958         1958     Gable  CompShg
## 945            5           6      1890         1996       Hip  CompShg
## 946            5           6      1959         1959     Gable  CompShg
## 947            8           5      2002         2003       Hip  CompShg
## 948            7           5      2002         2002     Gable  CompShg
## 949            6           7      1972         2006       Hip  CompShg
## 950            5           8      1950         2002     Gable  CompShg
## 951            5           5      1965         1965     Gable  CompShg
## 952            5           8      1972         2003     Gable  CompShg
## 953            5           4      1969         1969     Gable  CompShg
## 954            6           5      1975         1975      Flat  Tar&Grv
## 955            6           6      1946         1950     Gable  CompShg
## 956            6           6      1980         1980     Gable  CompShg
## 957            5           5      1962         1962       Hip  CompShg
## 958            7           5      2003         2003     Gable  CompShg
## 959            7           5      1999         1999       Hip  CompShg
## 960            5           7      1958         2008     Gable  CompShg
## 961            6           7      1977         1995     Gable  CompShg
## 962            6           6      1976         1976     Gable  CompShg
## 963            9           5      2007         2007     Gable  CompShg
## 964            7           5      2002         2003     Gable  CompShg
## 965            6           5      2005         2007     Gable  CompShg
## 966            5           7      1940         1950     Gable  CompShg
## 967            5           7      1955         1955       Hip  CompShg
## 968            3           6      1910         1950     Gable  CompShg
## 969            6           5      1958         1958       Hip  CompShg
## 970            4           4      1949         1950     Gable  CompShg
## 971            7           5      2003         2004     Gable  CompShg
## 972            6           5      1979         1979     Gable  CompShg
## 973            7           5      2007         2008     Gable  CompShg
## 974            7           8      1910         1993     Gable  CompShg
## 975            7           5      2000         2000     Gable  CompShg
## 976            4           7      1923         1958     Gable  CompShg
## 977            7           5      2006         2007     Gable  CompShg
## 978            4           5      1954         1954     Gable  CompShg
## 979            5           6      1963         1963     Gable  CompShg
## 980            7           9      1961         2007     Gable  CompShg
## 981            8           5      1998         1999       Hip  CompShg
## 982            7           5      2007         2007     Gable  CompShg
## 983            8           5      2002         2002     Gable  CompShg
## 984            5           5      1977         1977     Gable  CompShg
## 985            5           5      1950         1950     Gable  CompShg
## 986            6           8      1910         2003       Hip  CompShg
## 987            9           5      2009         2010       Hip  CompShg
## 988            6           6      1976         1976     Gable  CompShg
## 989            7           5      2006         2006     Gable  CompShg
## 990            8           5      1997         1998     Gable  CompShg
## 991            8           9      1882         1986     Gable  CompShg
## 992            6           8      1964         1993       Hip  CompShg
## 993            6           5      2005         2006     Gable  CompShg
## 994           10           5      2006         2007       Hip  CompShg
## 995            4           7      1946         1950     Gable  CompShg
## 996            5           6      1961         1961       Hip  CompShg
## 997            6           6      1970         1970       Hip  CompShg
## 998            3           4      1922         1950       Hip  CompShg
## 999            7           5      2006         2006     Gable  CompShg
## 1000           3           3      1952         1952      Flat  Tar&Grv
## 1001           5           6      1920         1950     Gable  CompShg
## 1002           8           5      2006         2006     Gable  CompShg
## 1003           5           6      1976         1976     Gable  CompShg
## 1004           7           5      2005         2006     Gable  CompShg
## 1005           5           8      1977         1977     Gable  CompShg
## 1006           6           3      1970         1970     Gable  CompShg
## 1007           4           4      1970         1970     Gable  CompShg
## 1008           7           5      2004         2005       Hip  CompShg
## 1009           5           5      1926         1950     Gable  CompShg
## 1010           5           5      1948         1950     Gable  CompShg
## 1011           5           5      1965         1965       Hip  CompShg
## 1012           6           7      1923         1996       Hip  CompShg
## 1013           5           4      1910         2006       Hip  CompShg
## 1014           6           5      1948         1950     Gable  CompShg
## 1015           8           6      2001         2001     Gable  CompShg
## 1016           7           5      1996         1996       Hip  CompShg
## 1017           8           5      1984         1984     Gable  CompShg
## 1018           7           5      1991         1992     Gable  CompShg
## 1019           7           5      2005         2005     Gable  CompShg
## 1020           4           5      2005         2005     Gable  CompShg
## 1021           7           5      2006         2006     Gable  CompShg
## 1022           5           5      1930         1950     Gable  CompShg
## 1023           7           5      2005         2006     Gable  CompShg
## 1024           8           6      1976         1976       Hip  WdShake
## 1025           5           5      1972         1972     Gable  CompShg
## 1026           5           5      1960         1960     Gable  CompShg
## 1027           8           5      2007         2008     Gable  CompShg
## 1028           5           5      1941         1950     Gable  CompShg
## 1029           6           7      1972         1972     Gable  CompShg
## 1030           5           8      1916         1995     Gable  CompShg
## 1031           7           3      1920         1970     Gable  CompShg
## 1032           8           7      1993         1993     Gable  CompShg
## 1033           7           5      2002         2002     Gable  CompShg
## 1034           5           7      1938         1950     Gable  CompShg
## 1035           4           3      1957         1957     Gable  CompShg
## 1036           9           5      2007         2008       Hip  CompShg
## 1037           8           5      2001         2002     Gable  CompShg
## 1038           4           6      1970         2008     Gable  CompShg
## 1039           4           4      1970         1970     Gable  CompShg
## 1040           5           4      1957         2000     Gable  CompShg
## 1041           6           8      1966         2000       Hip  CompShg
## 1042           6           5      2005         2005     Gable  CompShg
## 1043           7           5      1990         1990       Hip  CompShg
## 1044           8           5      1981         1981       Hip  WdShngl
## 1045           3           5      1955         1955       Hip  CompShg
## 1046           9           5      2005         2006       Hip  CompShg
## 1047           5           5      1994         1995     Gable  CompShg
## 1048           5           4      1960         2006       Hip  CompShg
## 1049           4           7      1946         2006     Gable  CompShg
## 1050           7           5      2007         2007     Gable  CompShg
## 1051           7           5      2007         2007     Gable  CompShg
## 1052           6           6      1964         1978     Gable  CompShg
## 1053           5           6      1957         2002       Hip  CompShg
## 1054           8           5      2002         2002     Gable  CompShg
## 1055           6           5      1976         1976     Gable  CompShg
## 1056           7           5      2005         2005     Gable  CompShg
## 1057           7           6      1994         1994     Gable  CompShg
## 1058           9           5      2008         2008     Gable  CompShg
## 1059           6           7      1932         1950     Gable  CompShg
## 1060           8           5      2001         2001     Gable  CompShg
## 1061           3           4      1935         1950     Gable  CompShg
## 1062           5           5      1900         1950     Gable  CompShg
## 1063           6           6      1925         1980     Gable  CompShg
## 1064           5           6      1966         1966     Gable  CompShg
## 1065           7           5      1996         1997     Gable  CompShg
## 1066           6           7      1993         1994     Gable  CompShg
## 1067           6           6      1964         1964     Gable  CompShg
## 1068           6           4      1973         1973     Gable  CompShg
## 1069           5           7      1949         2003     Gable  CompShg
## 1070           5           5      1956         1956       Hip  CompShg
## 1071           6           6      1968         1968     Gable  CompShg
## 1072           5           3      1948         1950     Gable  CompShg
## 1073           6           6      1977         1977       Hip  CompShg
## 1074           7           5      2006         2006     Gable  CompShg
## 1075           7           6      1940         1984     Gable  CompShg
## 1076           5           8      1936         1989     Gable  CompShg
## 1077           5           5      1969         1969     Gable  CompShg
## 1078           6           5      2004         2004     Gable  CompShg
## 1079           5           5      1994         1994     Gable  CompShg
## 1080           6           7      1971         2004     Gable  CompShg
## 1081           5           5      1963         1963     Gable  CompShg
## 1082           7           5      2002         2002     Gable  CompShg
## 1083           6           6      1964         1964       Hip  CompShg
## 1084           6           5      1995         1996     Gable  CompShg
## 1085           6           6      1992         1992     Gable  CompShg
## 1086           4           5      1973         1973     Gable  CompShg
## 1087           8           5      2005         2006     Gable  CompShg
## 1088           7           5      2004         2004     Gable  CompShg
## 1089           8           5      2005         2005     Gable  CompShg
## 1090           3           4      1950         1950     Gable  CompShg
## 1091           7           5      1999         2000     Gable  CompShg
## 1092           6           5      1925         1950     Gable  CompShg
## 1093           5           8      1965         1998       Hip  CompShg
## 1094           5           7      1956         2000     Gable  CompShg
## 1095           6           5      2006         2006     Gable  CompShg
## 1096           6           7      1914         2006     Gable  CompShg
## 1097           8           5      1986         1986     Gable  CompShg
## 1098           4           6      1936         1950     Gable  CompShg
## 1099           7           5      1978         1978     Gable  CompShg
## 1100           2           5      1920         1950     Gable  CompShg
## 1101           5           5      1971         1971     Gable  CompShg
## 1102           5           7      1960         2002     Gable  CompShg
## 1103           6           6      1959         1959       Hip  CompShg
## 1104           5           5      1970         1970     Gable  CompShg
## 1105           8           5      1994         1995     Gable  CompShg
## 1106           7           5      1990         1991       Hip  CompShg
## 1107           7           5      2006         2006     Gable  CompShg
## 1108           6           5      2000         2000     Gable  CompShg
## 1109           8           5      2004         2005     Gable  CompShg
## 1110           6           5      1995         1996     Gable  CompShg
## 1111           7           6      1976         1976       Hip  CompShg
## 1112           5           7      1957         1957     Gable  CompShg
## 1113           5           7      1953         2006     Gable  CompShg
## 1114           5           7      1954         2000     Gable  CompShg
## 1115           8           5      2007         2007       Hip  CompShg
## 1116           8           5      2002         2002       Hip  CompShg
## 1117           5           7      1967         2003     Gable  CompShg
## 1118           5           6      1958         1987     Gable  CompShg
## 1119           5           5      1959         1959     Gable  CompShg
## 1120           6           5      1920         1950     Gable  CompShg
## 1121           7           5      2005         2006     Gable  CompShg
## 1122           4           3      1956         1956     Gable  CompShg
## 1123           5           9      1947         2008       Hip  CompShg
## 1124           7           5      1992         1992     Gable  CompShg
## 1125           4           5      1955         1955     Gable  CompShg
## 1126           7           5      2007         2007       Hip  CompShg
## 1127           7           5      2004         2004       Hip  CompShg
## 1128           7           5      2004         2005     Gable  CompShg
## 1129           5           5      1980         1980     Gable  CompShg
## 1130           4           3      1928         1950     Gable  CompShg
## 1131           5           5      1991         1992     Gable  CompShg
## 1132           6           4      1880         1950     Gable  CompShg
## 1133           8           5      1995         1995     Gable  CompShg
## 1134           6           5      1997         1997     Gable  CompShg
## 1135           6           5      1926         1950     Gable  CompShg
## 1136           6           5      1950         1950     Gable  CompShg
## 1137           5           8      1875         1996     Gable  CompShg
## 1138           6           5      1977         1977     Gable  CompShg
## 1139           5           5      1920         1950     Gable  CompShg
## 1140           5           7      1951         1951     Gable  CompShg
## 1141           5           7      1976         1976     Gable  CompShg
## 1142           8           5      2006         2007       Hip  CompShg
## 1143           5           3      1959         1959     Gable  CompShg
## 1144           4           4      1941         1950     Gable  CompShg
## 1145           5           6      1928         1950     Gable  CompShg
## 1146           6           5      1985         1985     Gable  CompShg
## 1147           7           7      1941         1950     Gable  CompShg
## 1148           7           7      1926         1950     Gable  CompShg
## 1149           7           9      1920         1988       Hip  CompShg
## 1150           6           5      1950         1950     Gable  CompShg
## 1151           5           4      1959         1959     Gable  CompShg
## 1152           6           7      1956         2004     Gable  CompShg
## 1153           6           8      1930         2007     Gable  CompShg
## 1154           7           6      1965         1988     Gable  CompShg
## 1155           5           8      1976         2004     Gable  CompShg
## 1156           5           8      1965         1999     Gable  CompShg
## 1157           7           5      2007         2008     Gable  CompShg
## 1158           8           5      2007         2008     Gable  CompShg
## 1159           6           6      1974         1974       Hip  CompShg
## 1160           6           5      1978         1978     Gable  CompShg
## 1161           6           7      1954         2006       Hip  CompShg
## 1162           5           5      1968         1968     Gable  CompShg
## 1163           4           4      1969         1969     Gable  CompShg
## 1164           5           7      1978         1978     Gable  CompShg
## 1165           7           5      2009         2009     Gable  CompShg
## 1166           8           5      2008         2008     Gable  CompShg
## 1167           6           5      2000         2000     Gable  CompShg
## 1168           6           7      1935         1986       Hip  CompShg
## 1169          10           5      1995         1996       Hip  CompShg
## 1170           6           6      1977         1977     Gable  CompShg
## 1171           6           6      1958         1958       Hip  CompShg
## 1172           7           5      2006         2007     Gable  CompShg
## 1173           5           6      1946         1994     Gable  CompShg
## 1174           6           8      1932         1950     Gable  CompShg
## 1175           8           5      1992         2000       Hip  CompShg
## 1176           5           5      1984         1985     Gable  CompShg
## 1177           6           8      1926         2004     Gable  CompShg
## 1178           5           6      1921         1950     Gable  CompShg
## 1179           5           5      1954         1954     Gable  CompShg
## 1180           7           5      1990         1991     Gable  CompShg
## 1181           8           5      2008         2008       Hip  CompShg
## 1182          10           5      1996         1996       Hip  CompShg
## 1183           5           6      1920         1950       Hip  CompShg
## 1184           5           4      1963         1963       Hip  CompShg
## 1185           5           7      1924         1950     Gable  CompShg
## 1186           3           5      1900         1970     Gable  CompShg
## 1187           8           5      1994         1995     Gable  CompShg
## 1188           7           5      2002         2002     Gable  CompShg
## 1189           7           5      1999         1999     Gable  CompShg
## 1190           4           4      1961         1975     Gable  CompShg
## 1191           8           5      1999         2000     Gable  CompShg
## 1192           5           8      1925         1994   Gambrel  CompShg
## 1193           6           5      1999         1999       Hip  CompShg
## 1194           6           7      1969         1969     Gable  CompShg
## 1195           6           5      2005         2005     Gable  CompShg
## 1196           7           5      2006         2006     Gable  CompShg
## 1197           7           6      1916         1950     Gable  CompShg
## 1198           7           5      2001         2001     Gable  CompShg
## 1199           4           5      1963         1979     Gable  CompShg
## 1200           4           5      1970         1970     Gable  CompShg
## 1201           7           5      1998         1998     Gable  CompShg
## 1202           5           8      1925         1997     Gable  CompShg
## 1203           7           5      2000         2001     Gable  CompShg
## 1204           5           6      1975         1975     Gable  CompShg
## 1205           7           7      1990         1991       Hip  CompShg
## 1206           4           4      1966         1966     Gable  CompShg
## 1207           6           5      2003         2003     Gable  CompShg
## 1208           5           7      1962         1980     Gable  CompShg
## 1209           8           5      2006         2006       Hip  CompShg
## 1210           6           5      1992         1992     Gable  CompShg
## 1211           8           7      1988         2005     Gable  CompShg
## 1212           4           6      1941         1950       Hip  CompShg
## 1213           4           9      1965         2001     Gable  CompShg
## 1214           5           5      1962         1962     Gable  CompShg
## 1215           5           5      1966         1966     Gable  CompShg
## 1216           6           5      1978         1978     Gable  CompShg
## 1217           8           5      2009         2009     Gable  CompShg
## 1218           4           5      1947         1950     Gable  CompShg
## 1219           6           5      1971         1971     Gable  CompShg
## 1220           5           5      1964         1964     Gable  CompShg
## 1221           5           5      1968         1968       Hip  CompShg
## 1222           6           6      1949         1950     Gable  CompShg
## 1223           5           3      1951         1951       Hip  CompShg
## 1224           7           5      2004         2005     Gable  CompShg
## 1225           6           8      1958         1958       Hip  CompShg
## 1226           6           5      2007         2007     Gable  CompShg
## 1227           5           8      1965         2008     Gable  CompShg
## 1228           9           5      2008         2008       Hip  CompShg
## 1229           5           5      1960         1960       Hip  CompShg
## 1230           5           5      1977         1977      Shed  CompShg
## 1231           5           6      1962         1962       Hip  CompShg
## 1232           4           5      1962         1962     Gable  CompShg
## 1233           5           5      1959         1959       Hip  CompShg
## 1234           5           6      1911         1950     Gable  CompShg
## 1235           5           5      1914         1950     Gable  CompShg
## 1236           7           5      2003         2003     Gable  CompShg
## 1237           7           5      2004         2005     Gable  CompShg
## 1238           6           5      2005         2005     Gable  CompShg
## 1239           8           5      2006         2006       Hip  CompShg
## 1240           7           5      2003         2003     Gable  CompShg
## 1241           7           6      2007         2007       Hip  CompShg
## 1242           7           6      1974         1974     Gable  CompShg
## 1243          10           5      2006         2006     Gable  CompShg
## 1244           8           7      1929         1950     Gable  CompShg
## 1245           6           7      1984         2003       Hip  CompShg
## 1246           7           5      2005         2006     Gable  CompShg
## 1247           6           5      1976         1976     Gable  CompShg
## 1248           6           5      1917         1950     Gable  CompShg
## 1249           5           7      1950         1950     Gable  CompShg
##      Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 1        VinylSd     VinylSd    BrkFace        196        Gd        TA
## 2        MetalSd     MetalSd       None          0        TA        TA
## 3        VinylSd     VinylSd    BrkFace        162        Gd        TA
## 4        Wd Sdng     Wd Shng       None          0        TA        TA
## 5        VinylSd     VinylSd    BrkFace        350        Gd        TA
## 6        VinylSd     VinylSd       None          0        TA        TA
## 7        VinylSd     VinylSd      Stone        186        Gd        TA
## 8        HdBoard     HdBoard      Stone        240        TA        TA
## 9        BrkFace     Wd Shng       None          0        TA        TA
## 10       MetalSd     MetalSd       None          0        TA        TA
## 11       HdBoard     HdBoard       None          0        TA        TA
## 12       WdShing     Wd Shng      Stone        286        Ex        TA
## 13       HdBoard     Plywood       None          0        TA        TA
## 14       VinylSd     VinylSd      Stone        306        Gd        TA
## 15       MetalSd     MetalSd    BrkFace        212        TA        TA
## 16       Wd Sdng     Wd Sdng       None          0        TA        TA
## 17       Wd Sdng     Wd Sdng    BrkFace        180        TA        TA
## 18       MetalSd     MetalSd       None          0        TA        TA
## 19       VinylSd     VinylSd       None          0        TA        TA
## 20       BrkFace     Plywood       None          0        TA        TA
## 21       VinylSd     VinylSd    BrkFace        380        Gd        TA
## 22       Wd Sdng     Wd Sdng       None          0        TA        TA
## 23       VinylSd     VinylSd    BrkFace        281        Gd        TA
## 24       CemntBd     CmentBd       None          0        TA        TA
## 25       Plywood     Plywood       None          0        TA        Gd
## 26       VinylSd     VinylSd      Stone        640        Gd        TA
## 27       Wd Sdng     Wd Sdng       None          0        TA        TA
## 28       VinylSd     VinylSd      Stone        200        Gd        TA
## 29       MetalSd     MetalSd       None          0        TA        TA
## 30       MetalSd     MetalSd       None          0        TA        TA
## 31       BrkFace     BrkFace       None          0        TA        Fa
## 32       HdBoard     HdBoard       None          0        TA        TA
## 33       VinylSd     VinylSd       None          0        Gd        TA
## 34       BrkFace     BrkFace       None          0        TA        TA
## 35       MetalSd     MetalSd    BrkFace        246        Ex        TA
## 36       VinylSd     VinylSd      Stone        132        Gd        TA
## 37       VinylSd     VinylSd       None          0        TA        TA
## 38       Wd Sdng     Wd Sdng    BrkFace        650        TA        TA
## 39       VinylSd     VinylSd       None          0        TA        Gd
## 40       AsbShng     Plywood       None          0        TA        TA
## 41       Wd Sdng     Wd Sdng    BrkFace        101        TA        TA
## 42       VinylSd     VinylSd       None          0        TA        Gd
## 43       HdBoard     HdBoard       None          0        TA        TA
## 44       VinylSd     VinylSd       None          0        TA        TA
## 45       BrkFace     Wd Sdng       None          0        TA        TA
## 46       MetalSd     MetalSd    BrkFace        412        Ex        TA
## 47       VinylSd     VinylSd       None          0        Gd        TA
## 48       VinylSd     VinylSd       None          0        Gd        TA
## 49       MetalSd     MetalSd       None          0        TA        TA
## 50       HdBoard     HdBoard       None          0        TA        TA
## 51       VinylSd     VinylSd       None          0        TA        TA
## 52       Wd Sdng     Wd Sdng       None          0        TA        TA
## 53       Wd Sdng     Wd Sdng       None          0        Fa        TA
## 54       WdShing     Wd Shng       None          0        Gd        TA
## 55       MetalSd     MetalSd       None          0        TA        TA
## 56       HdBoard     Plywood    BrkFace        272        TA        TA
## 57       MetalSd     MetalSd    BrkFace        456        Gd        TA
## 58       VinylSd     VinylSd       None          0        Gd        TA
## 59       VinylSd     VinylSd    BrkFace       1031        Ex        TA
## 60       HdBoard     HdBoard       None          0        TA        TA
## 61       VinylSd     VinylSd       None          0        TA        TA
## 62       MetalSd     MetalSd       None          0        TA        TA
## 63       VinylSd     VinylSd      Stone        178        Gd        TA
## 64        Stucco      Stucco       None          0        TA        TA
## 65       VinylSd     VinylSd    BrkFace        573        TA        TA
## 66       VinylSd     VinylSd    BrkFace        344        Gd        TA
## 67       Plywood     Plywood    BrkFace        287        TA        TA
## 68       VinylSd     VinylSd    BrkFace        167        Gd        TA
## 69       MetalSd     MetalSd       None          0        TA        Gd
## 70       BrkFace     AsbShng       None          0        Gd        TA
## 71       Plywood     Plywood    BrkFace       1115        TA        Gd
## 72       HdBoard     Plywood       None          0        TA        TA
## 73       VinylSd     VinylSd    BrkFace         40        TA        TA
## 74       Wd Sdng     Wd Sdng    BrkFace        104        TA        TA
## 75       VinylSd     VinylSd       None          0        Gd        Gd
## 76       CemntBd     CmentBd       None          0        TA        TA
## 77       VinylSd     VinylSd       None          0        TA        TA
## 78       Wd Sdng     Wd Sdng       None          0        TA        TA
## 79       HdBoard     HdBoard       None          0        TA        TA
## 80       Wd Sdng     Wd Sdng       None          0        TA        TA
## 81       VinylSd     VinylSd    BrkFace        576        TA        Gd
## 82       VinylSd     VinylSd    BrkFace        443        TA        Gd
## 83       VinylSd     VinylSd      Stone        468        TA        TA
## 84       MetalSd     MetalSd     BrkCmn         66        TA        TA
## 85       HdBoard     HdBoard    BrkFace         22        TA        TA
## 86       HdBoard     HdBoard    BrkFace        284        Gd        TA
## 87       VinylSd     VinylSd       None          0        Gd        TA
## 88       VinylSd     VinylSd      Stone         76        Gd        TA
## 89       Plywood     Plywood       None          0        Fa        Fa
## 90       VinylSd     VinylSd       None          0        TA        TA
## 91       BrkFace     Wd Sdng       None          0        TA        TA
## 92       HdBoard     HdBoard     BrkCmn        203        TA        TA
## 93       Wd Sdng     Wd Sdng       None          0        TA        Gd
## 94       MetalSd     MetalSd       None          0        TA        TA
## 95       VinylSd     VinylSd       None          0        TA        Gd
## 96       VinylSd     VinylSd    BrkFace         68        Ex        Gd
## 97       VinylSd     VinylSd    BrkFace        183        Gd        TA
## 98       HdBoard     HdBoard    BrkFace         48        TA        TA
## 99       Wd Sdng     Wd Sdng       None          0        TA        TA
## 100      Plywood     Plywood       None          0        TA        TA
## 101      Plywood     Plywood    BrkFace         28        TA        TA
## 102      HdBoard     HdBoard    BrkFace        336        Gd        TA
## 103      HdBoard     HdBoard       None          0        TA        Fa
## 104      VinylSd     VinylSd       None          0        TA        TA
## 105       Stucco      Stucco    BrkFace        600        TA        Fa
## 106      VinylSd     VinylSd    BrkFace        768        Gd        TA
## 107      VinylSd     VinylSd       None          0        TA        TA
## 108      VinylSd     VinylSd       None          0        TA        TA
## 109      CemntBd     CmentBd       None          0        TA        TA
## 110      Plywood     Plywood    BrkFace        480        TA        TA
## 111      Wd Sdng     Wd Sdng       None          0        TA        TA
## 112      VinylSd     VinylSd       None          0        TA        TA
## 113      VinylSd     VinylSd      Stone        220        Gd        TA
## 114      Wd Sdng     Wd Sdng    BrkFace        184        TA        Gd
## 115      Wd Sdng     Wd Sdng       None          0        TA        TA
## 116      MetalSd     MetalSd    BrkFace       1129        TA        TA
## 117      Wd Sdng     Wd Sdng    BrkFace        116        TA        TA
## 118      VinylSd     VinylSd       None          0        TA        TA
## 119      Plywood     Plywood       None          0        TA        TA
## 120      VinylSd     VinylSd       None          0        Gd        TA
## 121      Plywood     Plywood       None          0        TA        TA
## 122      AsbShng     AsbShng       None          0        TA        TA
## 123      MetalSd     MetalSd    BrkFace        135        TA        Gd
## 124      Plywood     Plywood       None          0        Gd        TA
## 125      HdBoard     HdBoard       None          0        TA        Gd
## 126      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 127      Plywood     Plywood       None          0        TA        TA
## 128      WdShing     Wd Sdng       None          0        TA        Gd
## 129      VinylSd     VinylSd    BrkFace        266        TA        TA
## 130      Plywood     Plywood    BrkFace         85        TA        TA
## 131      MetalSd     MetalSd    BrkFace        309        TA        TA
## 132      VinylSd     VinylSd    BrkFace         40        Gd        TA
## 133      MetalSd     MetalSd       None          0        TA        TA
## 134      VinylSd     VinylSd    BrkFace        136        Gd        TA
## 135      Plywood     Plywood       None          0        TA        TA
## 136      Plywood     Plywood    BrkFace        288        TA        TA
## 137      MetalSd     MetalSd    BrkFace        196        TA        TA
## 138      VinylSd     VinylSd    BrkFace         70        TA        TA
## 139      VinylSd     VinylSd    BrkFace        320        Gd        TA
## 140      VinylSd     VinylSd       None          0        TA        TA
## 141      HdBoard     HdBoard       None          0        TA        TA
## 142      VinylSd     VinylSd       None          0        Gd        TA
## 143      BrkFace     Wd Sdng       None          0        TA        Fa
## 144      VinylSd     VinylSd    BrkFace        183        Gd        TA
## 145      HdBoard     HdBoard    BrkFace        336        TA        TA
## 146      VinylSd     VinylSd      Stone         50        Gd        TA
## 147      Wd Sdng     Wd Sdng       None          0        TA        TA
## 148      VinylSd     VinylSd    BrkFace        180        Gd        TA
## 149      VinylSd     VinylSd    BrkFace        120        TA        TA
## 150      MetalSd     MetalSd       None          0        TA        TA
## 151      HdBoard     HdBoard       None          0        TA        TA
## 152      VinylSd     VinylSd      Stone        436        Gd        TA
## 153      HdBoard     HdBoard    BrkFace        252        TA        TA
## 154      BrkFace     Plywood       None          0        TA        TA
## 155      Wd Sdng     Wd Sdng       None          0        TA        TA
## 156      Wd Sdng     Wd Sdng       None          0        TA        TA
## 157      Wd Sdng     Wd Sdng       None          0        TA        TA
## 158      VinylSd     VinylSd    BrkFace         84        Gd        TA
## 159      VinylSd     VinylSd       None          0        Gd        TA
## 160      VinylSd     VinylSd    BrkFace        456        Gd        TA
## 161      Plywood     Plywood       None          0        TA        TA
## 162      VinylSd     VinylSd    BrkFace        664        Gd        TA
## 163      VinylSd     VinylSd    BrkFace        226        Gd        TA
## 164      MetalSd     MetalSd       None          0        TA        TA
## 165      MetalSd     MetalSd       None          0        TA        Gd
## 166      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 167      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 168      VinylSd     VinylSd      Stone        300        Gd        TA
## 169      VinylSd     VinylSd       None          0        Gd        TA
## 170      Plywood     Plywood    BrkFace        653        Gd        TA
## 171      MetalSd     MetalSd       None          0        TA        TA
## 172      BrkFace     Plywood      Stone        112        TA        TA
## 173      HdBoard     HdBoard       None          0        Gd        Gd
## 174      WdShing     Wd Shng     BrkCmn        491        TA        TA
## 175      VinylSd     Plywood      Stone        132        TA        TA
## 176      WdShing     Wd Shng       None          0        TA        TA
## 177      Plywood     Plywood    BrkFace        268        Gd        TA
## 178      MetalSd     MetalSd       None          0        Gd        Gd
## 179      VinylSd     VinylSd      Stone        748        Ex        TA
## 180      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 181      MetalSd     MetalSd    BrkFace        456        Gd        TA
## 182       Stucco      Stucco       None          0        TA        TA
## 183      Wd Sdng     Wd Sdng    BrkFace         98        TA        TA
## 184      VinylSd     VinylSd       None          0        TA        TA
## 185      AsbShng     Plywood       None          0        TA        TA
## 186      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 187      HdBoard     HdBoard       None          0        TA        TA
## 188      HdBoard     HdBoard       None          0        TA        TA
## 189      Plywood     Plywood      Stone        275        TA        TA
## 190      CemntBd     CmentBd       None          0        Gd        TA
## 191      BrkFace     BrkFace       None          0        Gd        TA
## 192      HdBoard     HdBoard    BrkFace        138        TA        TA
## 193      VinylSd     VinylSd       None          0        Gd        TA
## 194      VinylSd     VinylSd      Stone         50        Gd        TA
## 195      HdBoard     HdBoard       None          0        TA        TA
## 196      Plywood     Brk Cmn       None          0        TA        TA
## 197      CemntBd     CmentBd      Stone        205        Ex        TA
## 198       Stucco      Stucco       None          0        Gd        Gd
## 199      Wd Sdng     Wd Sdng       None          0        TA        TA
## 200      VinylSd     VinylSd    BrkFace        262        Gd        TA
## 201      VinylSd     VinylSd       None          0        TA        TA
## 202      Plywood     Plywood       None          0        TA        TA
## 203      MetalSd     MetalSd       None          0        TA        Gd
## 204      VinylSd     VinylSd    BrkFace        205        Gd        TA
## 205      AsbShng     AsbShng       None          0        TA        TA
## 206      HdBoard     HdBoard       None          0        TA        TA
## 207      HdBoard     HdBoard       None          0        TA        Gd
## 208      Wd Sdng     Wd Sdng       None          0        TA        TA
## 209      Plywood     Plywood    BrkFace        128        Gd        TA
## 210      HdBoard     HdBoard      Stone        260        TA        TA
## 211       Stucco      Stucco       None          0        TA        TA
## 212      VinylSd     VinylSd       None          0        TA        TA
## 213      VinylSd     VinylSd       None          0        TA        TA
## 214      VinylSd     VinylSd       None          0        TA        TA
## 215      HdBoard     HdBoard    BrkFace        153        TA        TA
## 216      HdBoard     HdBoard    BrkFace         64        TA        TA
## 217      VinylSd     VinylSd    BrkFace        266        Gd        TA
## 218      MetalSd     MetalSd       None          0        TA        TA
## 219      VinylSd     VinylSd    BrkFace        312        Gd        Gd
## 220      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 221      VinylSd     VinylSd       None          0        Gd        TA
## 222      VinylSd     VinylSd       None          0        Gd        TA
## 223      VinylSd     VinylSd       None          0        TA        TA
## 224      HdBoard     HdBoard       None          0        TA        TA
## 225      VinylSd     VinylSd    BrkFace        922        Ex        TA
## 226      HdBoard     HdBoard    BrkFace        142        TA        TA
## 227      VinylSd     VinylSd    BrkFace        290        Gd        TA
## 228      HdBoard     HdBoard    BrkFace        127        TA        TA
## 229      HdBoard     HdBoard       None          0        TA        TA
## 230      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 231      MetalSd     MetalSd    BrkFace        220        TA        TA
## 232      VinylSd     VinylSd    BrkFace        506        Gd        TA
## 233      HdBoard     HdBoard    BrkFace        297        TA        TA
## 234      HdBoard     HdBoard       None          0        TA        TA
## 235      VinylSd     VinylSd       None          0        Gd        TA
## 236      HdBoard     HdBoard    BrkFace        604        TA        TA
## 237      VinylSd     VinylSd    BrkFace         98        Gd        TA
## 238      HdBoard     HdBoard       None          0        Gd        TA
## 239      VinylSd     VinylSd    BrkFace        254        Ex        TA
## 240      VinylSd     VinylSd       None          0        TA        TA
## 241      VinylSd     VinylSd      Stone         36        Gd        TA
## 242      VinylSd     VinylSd       None          0        TA        Gd
## 243      Wd Sdng     Wd Sdng       None          0        TA        TA
## 244      Plywood     Plywood       None          0        TA        TA
## 245      VinylSd     VinylSd       None          0        Gd        TA
## 246      Wd Sdng     Wd Sdng    BrkFace        102        TA        TA
## 247      AsbShng     AsbShng       None          0        TA        Fa
## 248      Wd Sdng     BrkFace       None          0        TA        TA
## 249      VinylSd     VinylSd    BrkFace        101        Gd        TA
## 250      Wd Sdng     HdBoard     BrkCmn        472        Gd        TA
## 251      Wd Sdng     Plywood       None          0        TA        Po
## 252      VinylSd     VinylSd      Stone        481        Gd        TA
## 253      VinylSd     VinylSd       None          0        Gd        TA
## 254      HdBoard     HdBoard    BrkFace        108        TA        TA
## 255      MetalSd     MetalSd       None          0        TA        Gd
## 256      VinylSd     VinylSd    BrkFace        302        Gd        TA
## 257      VinylSd     VinylSd       None          0        Gd        TA
## 258      VinylSd     VinylSd      Stone        180        Gd        TA
## 259      VinylSd     VinylSd    BrkFace        172        Gd        TA
## 260      BrkFace     BrkFace       None          0        TA        TA
## 261      Wd Sdng     Wd Sdng    BrkFace        399        TA        TA
## 262      CemntBd     CmentBd      Stone        270        Gd        TA
## 263      HdBoard     Plywood    BrkFace         46        TA        TA
## 264      Wd Sdng     Wd Sdng       None          0        TA        TA
## 265      Wd Sdng     Wd Sdng       None          0        TA        TA
## 266      MetalSd     MetalSd    BrkFace        210        TA        Gd
## 267      VinylSd     VinylSd       None          0        TA        TA
## 268      Wd Sdng     Wd Sdng       None          0        TA        TA
## 269      VinylSd     VinylSd       None          0        TA        TA
## 270      HdBoard     HdBoard    BrkFace        174        TA        Gd
## 271      VinylSd     VinylSd       None          0        Gd        TA
## 272      Plywood     Plywood       None          0        TA        TA
## 273      VinylSd     VinylSd    BrkFace        348        Gd        TA
## 274      Wd Sdng     Wd Sdng     BrkCmn        183        TA        TA
## 275      HdBoard     ImStucc       None          0        TA        TA
## 276      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 277      VinylSd     VinylSd       None          0        Gd        TA
## 278      VinylSd     VinylSd       None          0        TA        TA
## 279      CemntBd     CmentBd    BrkFace        315        Ex        TA
## 280      Plywood     Plywood    BrkFace        299        TA        TA
## 281      Plywood     Plywood    BrkFace        340        Gd        TA
## 282      VinylSd     VinylSd      Stone         68        Gd        TA
## 283      VinylSd     VinylSd      Stone        166        Gd        TA
## 284      VinylSd     VinylSd      Stone         72        Gd        TA
## 285      Plywood     ImStucc       None          0        Gd        TA
## 286      MetalSd     MetalSd       None          0        Gd        TA
## 287      Wd Sdng     Wd Sdng       None          0        TA        TA
## 288      HdBoard     HdBoard       None          0        TA        TA
## 289      MetalSd     MetalSd    BrkFace         31        TA        Gd
## 290      Wd Sdng     Wd Sdng       None          0        TA        TA
## 291      VinylSd     VinylSd       None          0        Gd        TA
## 292      VinylSd     VinylSd       None          0        TA        Fa
## 293      Wd Sdng     Wd Sdng       None          0        TA        TA
## 294      Plywood     Plywood    BrkFace         34        TA        TA
## 295      HdBoard     HdBoard      Stone        238        TA        TA
## 296      HdBoard     HdBoard       None          0        TA        TA
## 297      Wd Sdng     Wd Sdng       None          0        TA        TA
## 298      VinylSd     VinylSd    BrkFace       1600        Gd        TA
## 299      HdBoard     AsphShn    BrkFace        365        Gd        TA
## 300      HdBoard     HdBoard       None          0        TA        Gd
## 301      MetalSd     MetalSd    BrkFace         56        TA        TA
## 302      VinylSd     VinylSd       None          0        Gd        TA
## 303      VinylSd     VinylSd    BrkFace        150        Gd        TA
## 304      VinylSd     VinylSd       None          0        TA        TA
## 305      CemntBd     CmentBd       None          0        TA        TA
## 306      CemntBd     CmentBd      Stone        246        Gd        TA
## 307      HdBoard     Plywood    BrkFace        246        Gd        TA
## 308      MetalSd     MetalSd       None          0        TA        Fa
## 309      VinylSd     VinylSd       None          0        TA        TA
## 310      VinylSd     VinylSd       None          0        Gd        TA
## 311      HdBoard     HdBoard    BrkFace        112        TA        TA
## 312      VinylSd     VinylSd       None          0        TA        Gd
## 313      MetalSd     MetalSd       None          0        TA        TA
## 314      BrkFace     BrkFace       None          0        TA        TA
## 315      Wd Sdng     Wd Sdng       None          0        TA        TA
## 316      VinylSd     VinylSd       None          0        Gd        TA
## 317      CemntBd     CmentBd    BrkFace        278        Gd        TA
## 318      VinylSd     VinylSd       None          0        Gd        TA
## 319      HdBoard     HdBoard    BrkFace        256        Gd        TA
## 320      Plywood     Plywood    BrkFace        225        TA        TA
## 321      VinylSd     VinylSd      Stone        370        TA        TA
## 322      VinylSd     VinylSd    BrkFace        388        Gd        TA
## 323      Plywood     Plywood    BrkFace        172        Gd        TA
## 324      VinylSd     VinylSd       None          0        TA        Gd
## 325      Wd Sdng     Wd Sdng    BrkFace        300        Gd        Gd
## 326      MetalSd     MetalSd       None          0        TA        TA
## 327      BrkFace     BrkFace       None          0        Gd        TA
## 328      Wd Sdng     Wd Sdng    BrkFace        175        TA        TA
## 329      Wd Sdng     Wd Shng       None          0        TA        TA
## 330      Wd Sdng     Wd Shng       None          0        TA        TA
## 331      HdBoard     HdBoard    BrkFace         84        TA        TA
## 332      Wd Sdng     Wd Sdng       None          0        TA        TA
## 333      VinylSd     VinylSd    BrkFace        296        Gd        TA
## 334      VinylSd     VinylSd      Stone        146        Gd        TA
## 335      VinylSd     VinylSd       None          0        TA        TA
## 336      Plywood     Plywood       None          0        TA        TA
## 337      VinylSd     VinylSd      Stone        200        Gd        TA
## 338      VinylSd     VinylSd    BrkFace        113        Gd        TA
## 339      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 340      Wd Sdng     Wd Sdng    BrkFace        176        TA        TA
## 341      VinylSd     VinylSd       None          0        Gd        TA
## 342      Wd Sdng     AsbShng       None          0        Fa        Fa
## 343       Stucco      Stucco    BrkFace        340        TA        TA
## 344      MetalSd     MetalSd    BrkFace        616        Ex        TA
## 345      CemntBd     CmentBd       None          0        TA        TA
## 346      MetalSd     MetalSd       None          0        TA        TA
## 347      MetalSd     MetalSd       None          0        TA        Gd
## 348      Wd Sdng     Wd Sdng    BrkFace         30        TA        TA
## 349      VinylSd     Wd Shng      Stone        106        Gd        TA
## 350      CemntBd     CmentBd    BrkFace        870        Ex        TA
## 351      MetalSd     MetalSd    BrkFace        362        Ex        TA
## 352      Wd Sdng     Wd Sdng       None          0        TA        TA
## 353      VinylSd     VinylSd       None          0        TA        TA
## 354      VinylSd     VinylSd       None          0        TA        Gd
## 355      Wd Sdng     MetalSd       None          0        TA        TA
## 356      VinylSd     VinylSd       None          0        Gd        Gd
## 357      HdBoard     HdBoard    BrkFace        106        TA        TA
## 358      CemntBd     CmentBd       None          0        TA        TA
## 359      Wd Sdng     ImStucc    BrkFace        120        TA        TA
## 360      VinylSd     VinylSd    BrkFace        530        Gd        TA
## 361      VinylSd     VinylSd       None          0        TA        TA
## 362      MetalSd     MetalSd       None          0        TA        TA
## 363      HdBoard     HdBoard    BrkFace        500        Gd        TA
## 364      HdBoard     HdBoard    BrkFace        510        TA        TA
## 365      HdBoard     HdBoard    BrkFace        120        TA        TA
## 366      VinylSd     VinylSd       None          0        TA        Gd
## 367      Plywood     Plywood    BrkFace        247        TA        TA
## 368      Plywood     Plywood    BrkFace        305        TA        TA
## 369      HdBoard     HdBoard    BrkFace        200        TA        TA
## 370      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 371      VinylSd     VinylSd       None          0        TA        TA
## 372      WdShing     Plywood       None          0        TA        TA
## 373      Plywood     Plywood       None          0        TA        TA
## 374      MetalSd     MetalSd       None          0        TA        TA
## 375      VinylSd     VinylSd       None          0        Gd        TA
## 376      Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 377      VinylSd     VinylSd       None          0        Gd        TA
## 378      CemntBd     CmentBd       None          0        Gd        TA
## 379      VinylSd     VinylSd      Stone        350        Gd        TA
## 380      VinylSd     VinylSd    BrkFace         16        TA        TA
## 381      BrkFace     Wd Sdng       None          0        TA        TA
## 382      VinylSd     VinylSd       None          0        Gd        TA
## 383      VinylSd     VinylSd       None          0        Gd        TA
## 384      Wd Sdng     Wd Sdng       None          0        TA        TA
## 385      HdBoard     HdBoard       None          0        Gd        TA
## 386      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 387      Wd Sdng     VinylSd       None          0        TA        Fa
## 388      MetalSd     MetalSd    BrkFace        255        TA        TA
## 389      VinylSd     VinylSd    BrkFace        125        Gd        TA
## 390      VinylSd     VinylSd      Stone        272        Ex        TA
## 391      MetalSd     MetalSd       None          0        TA        TA
## 392      VinylSd     VinylSd       None          0        TA        TA
## 393      MetalSd     MetalSd       None          0        TA        TA
## 394      WdShing     Wd Shng       None          0        TA        TA
## 395      MetalSd     MetalSd       None          0        TA        TA
## 396      Wd Sdng     Wd Sdng       None          0        TA        TA
## 397      MetalSd     MetalSd       None          0        TA        TA
## 398      VinylSd     VinylSd    BrkFace        288        TA        TA
## 399      MetalSd     MetalSd       None          0        TA        Fa
## 400      CemntBd     CmentBd      Stone        100        Gd        TA
## 401      BrkFace     BrkFace       None          0        Gd        TA
## 402      VinylSd     VinylSd       None          0        Gd        TA
## 403      Wd Sdng     Wd Sdng       None          0        TA        TA
## 404      VinylSd     VinylSd    BrkFace        650        Gd        TA
## 405      MetalSd     MetalSd       None          0        TA        TA
## 406      Plywood     Plywood       None          0        TA        TA
## 407      MetalSd     MetalSd       None          0        TA        TA
## 408      Wd Sdng     Plywood       None          0        TA        TA
## 409      VinylSd     VinylSd    BrkFace        350        Gd        TA
## 410      VinylSd     VinylSd      Stone        100        Gd        TA
## 411      BrkComm     Brk Cmn       None          0        TA        Fa
## 412      Wd Sdng     Wd Sdng       None          0        TA        TA
## 413      MetalSd     MetalSd      Stone        432        Ex        TA
## 414      WdShing     Wd Shng       None          0        TA        TA
## 415      VinylSd     VinylSd       None          0        Gd        TA
## 416      VinylSd     VinylSd       None          0        Gd        TA
## 417      HdBoard     HdBoard    BrkFace        203        TA        TA
## 418      Wd Sdng      Stucco       None          0        TA        TA
## 419      MetalSd     MetalSd       None          0        TA        TA
## 420      VinylSd     VinylSd       None          0        TA        TA
## 421      VinylSd     VinylSd    BrkFace        200        TA        Gd
## 422      CemntBd     CmentBd      Stone        126        Gd        TA
## 423      HdBoard     HdBoard       None          0        TA        TA
## 424      VinylSd     VinylSd    BrkFace        473        Gd        TA
## 425      Wd Sdng     Wd Sdng    BrkFace         74        TA        TA
## 426      HdBoard     HdBoard       None          0        TA        Gd
## 427      Wd Sdng     Wd Sdng    BrkFace        145        Gd        TA
## 428      MetalSd     MetalSd       None          0        TA        TA
## 429      VinylSd     VinylSd    BrkFace        108        Gd        TA
## 430      HdBoard     HdBoard       None          0        TA        TA
## 431      HdBoard     HdBoard    BrkFace        232        TA        TA
## 432      MetalSd     MetalSd       None          0        TA        TA
## 433      HdBoard     HdBoard    BrkFace        376        TA        TA
## 434      VinylSd     VinylSd       None          0        TA        TA
## 435      CemntBd     CmentBd       None          0        TA        Gd
## 436      VinylSd     VinylSd       None          0        Gd        TA
## 437       Stucco      Stucco       None          0        TA        TA
## 438      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 439      WdShing      Stucco       None          0        TA        TA
## 440      Wd Sdng     Wd Sdng       None          0        TA        TA
## 441      VinylSd     VinylSd      Stone        200        Ex        TA
## 442      VinylSd     VinylSd    BrkFace        270        TA        TA
## 443      MetalSd     MetalSd       None          0        TA        TA
## 444      WdShing     Wd Shng    BrkFace         72        Gd        TA
## 445      VinylSd     VinylSd       None          0        Gd        Gd
## 446      Wd Sdng     Wd Sdng       None          0        TA        TA
## 447      BrkFace     Plywood       None          0        Gd        TA
## 448      VinylSd     VinylSd       None          0        Gd        TA
## 449      MetalSd     MetalSd       None          0        TA        TA
## 450      MetalSd     MetalSd       None          0        TA        Gd
## 451      Wd Sdng     Wd Sdng       None          0        TA        TA
## 452      Plywood     Plywood       None          0        TA        TA
## 453      VinylSd     VinylSd    BrkFace         42        Gd        TA
## 454      VinylSd     VinylSd       None          0        Gd        TA
## 455      Plywood     Plywood       None          0        TA        TA
## 456      HdBoard     HdBoard    BrkFace        320        TA        TA
## 457      AsbShng     AsbShng       None          0        TA        TA
## 458      Plywood     Plywood       None          0        TA        TA
## 459       Stucco     Wd Shng       None          0        TA        Gd
## 460      MetalSd     MetalSd     BrkCmn        161        TA        TA
## 461      VinylSd     VinylSd      Stone        110        Gd        TA
## 462      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 463      MetalSd     MetalSd       None          0        TA        TA
## 464       Stucco      Stucco       None          0        TA        TA
## 465      HdBoard     HdBoard    BrkFace        136        TA        TA
## 466      VinylSd     VinylSd    BrkFace         18        Gd        TA
## 467      Plywood     Plywood       None          0        TA        Gd
## 468      MetalSd     MetalSd      Stone        224        TA        TA
## 469      VinylSd     VinylSd      Stone        248        Gd        TA
## 470      HdBoard     HdBoard    BrkFace        120        Gd        TA
## 471      HdBoard     HdBoard       None          0        Gd        TA
## 472      WdShing     Plywood       None          0        TA        TA
## 473      VinylSd     VinylSd    BrkFace         80        TA        TA
## 474      VinylSd     VinylSd    BrkFace        304        Gd        TA
## 475      CemntBd     CmentBd       None          0        Gd        TA
## 476      HdBoard     HdBoard       None          0        TA        TA
## 477      VinylSd     VinylSd    BrkFace        215        TA        TA
## 478      VinylSd     VinylSd    BrkFace        772        Ex        TA
## 479      VinylSd     VinylSd      Stone        336        Gd        TA
## 480       Stucco      Stucco     BrkCmn        435        TA        TA
## 481      VinylSd     VinylSd    BrkFace        378        Gd        TA
## 482      VinylSd     VinylSd    BrkFace        562        Gd        TA
## 483       Stucco      Stucco       None          0        Gd        TA
## 484      VinylSd     VinylSd    BrkFace        116        TA        TA
## 485      HdBoard     Plywood       None          0        TA        Gd
## 486      MetalSd     MetalSd       None          0        Gd        TA
## 487      MetalSd     MetalSd    BrkFace        168        TA        TA
## 488      Plywood     Plywood       None          0        TA        TA
## 489      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 490      CemntBd     CmentBd       None          0        TA        Gd
## 491      CemntBd     CmentBd       None          0        TA        TA
## 492      Wd Sdng     Wd Sdng       None          0        TA        TA
## 493      VinylSd     VinylSd       None          0        Gd        TA
## 494      BrkFace     Wd Sdng       None          0        TA        TA
## 495      MetalSd     MetalSd       None          0        TA        TA
## 496      Wd Sdng     Wd Sdng       None          0        TA        TA
## 497      BrkFace     BrkFace       None          0        Gd        TA
## 498      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 499      HdBoard     HdBoard    BrkFace         89        TA        TA
## 500      MetalSd     MetalSd       None          0        TA        TA
## 501      HdBoard     HdBoard    BrkFace        285        TA        TA
## 502      VinylSd     VinylSd       None          0        Gd        TA
## 503      MetalSd     MetalSd       None          0        TA        TA
## 504      BrkFace     Wd Sdng       None          0        TA        TA
## 505      Plywood     Brk Cmn       None          0        TA        TA
## 506      Wd Sdng     Wd Sdng    BrkFace        360        TA        TA
## 507      VinylSd     VinylSd    BrkFace        125        Gd        TA
## 508      VinylSd     VinylSd       None          0        Gd        TA
## 509      MetalSd     MetalSd       None          0        TA        Ex
## 510      MetalSd     MetalSd    BrkFace        132        TA        TA
## 511      Wd Sdng     Wd Sdng     BrkCmn         70        Gd        TA
## 512      VinylSd     VinylSd      Stone         94        Gd        TA
## 513      VinylSd     VinylSd       None          0        TA        TA
## 514      VinylSd     VinylSd       None          0        TA        Gd
## 515      Wd Sdng     Wd Sdng       None          0        TA        TA
## 516      CemntBd     CmentBd    BrkFace        305        Ex        TA
## 517      HdBoard     HdBoard    BrkFace        333        TA        TA
## 518      VinylSd     VinylSd    BrkFace        921        Gd        TA
## 519      VinylSd     VinylSd       None          0        TA        TA
## 520      MetalSd     MetalSd       None          0        Gd        TA
## 521      MetalSd     MetalSd       None          0        TA        TA
## 522      VinylSd     VinylSd       None          0        TA        TA
## 523      CemntBd     CmentBd       None          0        TA        Gd
## 524      VinylSd     VinylSd    BrkFace        594        Gd        TA
## 525      VinylSd     VinylSd       None          0        Gd        TA
## 526      Wd Sdng     Wd Sdng       None          0        TA        TA
## 527      VinylSd     VinylSd      Stone        268        Ex        TA
## 528      Wd Sdng     Wd Sdng       None          0        TA        TA
## 529      Wd Sdng       Stone       None          0        Gd        TA
## 530      HdBoard     HdBoard    BrkFace        219        Gd        TA
## 531      Wd Sdng     Wd Sdng       None          0        TA        TA
## 532      VinylSd     VinylSd       None          0        TA        TA
## 533      VinylSd     VinylSd       None          0        Fa        Fa
## 534      VinylSd     VinylSd       None          0        Gd        TA
## 535      MetalSd     MetalSd       None          0        TA        TA
## 536      VinylSd     VinylSd       None          0        TA        TA
## 537      MetalSd     MetalSd       None          0        TA        TA
## 538      Plywood     Plywood    BrkFace        188        TA        TA
## 539      VinylSd     VinylSd    BrkFace        479        Gd        TA
## 540      VinylSd     VinylSd    BrkFace        584        Ex        TA
## 541      VinylSd     VinylSd    BrkFace         72        Gd        TA
## 542      VinylSd     VinylSd       None          0        Gd        TA
## 543      MetalSd     MetalSd    BrkFace        182        TA        TA
## 544      VinylSd     VinylSd       None          0        Gd        TA
## 545      HdBoard     HdBoard    BrkFace        178        Gd        Gd
## 546      BrkFace     Wd Sdng       None          0        TA        TA
## 547      VinylSd     VinylSd       None          0        TA        Gd
## 548      MetalSd     MetalSd       None          0        TA        Gd
## 549      VinylSd     VinylSd       None          0        Gd        TA
## 550      Plywood     Plywood       None          0        TA        TA
## 551      BrkFace     BrkFace       None          0        TA        TA
## 552      VinylSd     VinylSd      Stone        250        Gd        TA
## 553      VinylSd     VinylSd       None          0        TA        TA
## 554      VinylSd     VinylSd    BrkFace        292        Gd        TA
## 555      MetalSd     MetalSd       None          0        TA        TA
## 556      Wd Sdng     Wd Sdng       None          0        TA        TA
## 557      MetalSd     MetalSd       None          0        TA        TA
## 558      HdBoard     HdBoard       None          0        TA        TA
## 559      VinylSd     VinylSd    BrkFace         18        Gd        TA
## 560      Wd Sdng     Wd Sdng    BrkFace        180        TA        TA
## 561      HdBoard     HdBoard       None          0        TA        TA
## 562      WdShing     Wd Shng       None          0        TA        TA
## 563      Wd Sdng     Wd Sdng       None          0        TA        TA
## 564      HdBoard     HdBoard       None          0        Gd        TA
## 565      Wd Sdng     Wd Sdng       None          0        TA        TA
## 566      VinylSd     VinylSd    BrkFace        245        Gd        TA
## 567      VinylSd     VinylSd    BrkFace        168        Gd        TA
## 568      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 569      MetalSd     MetalSd       None          0        TA        TA
## 570      HdBoard     HdBoard    BrkFace        108        TA        TA
## 571      WdShing     Wd Shng    BrkFace        207        TA        TA
## 572      VinylSd     VinylSd       None          0        TA        TA
## 573      VinylSd     VinylSd       None          0        TA        TA
## 574      MetalSd     AsphShn    BrkFace         82        TA        TA
## 575      MetalSd     MetalSd       None          0        TA        TA
## 576      Wd Sdng     Wd Sdng       None          0        TA        TA
## 577      VinylSd     VinylSd    BrkFace         97        TA        TA
## 578      VinylSd     VinylSd       None          0        Gd        TA
## 579      MetalSd     MetalSd    BrkFace        335        TA        TA
## 580      Wd Sdng     Wd Sdng    BrkFace         85        TA        TA
## 581      VinylSd     VinylSd    BrkFace        306        Ex        TA
## 582      HdBoard     HdBoard    BrkFace        104        TA        Gd
## 583      Wd Sdng     Wd Sdng       None          0        Ex        Ex
## 584      AsbShng     AsbShng       None          0        TA        TA
## 585      VinylSd     VinylSd    BrkFace        208        Gd        TA
## 586       Stucco     Wd Shng       None          0        TA        Gd
## 587      HdBoard     HdBoard       None          0        TA        TA
## 588      Wd Sdng     Wd Sdng       None          0        TA        TA
## 589      VinylSd     VinylSd       None          0        TA        TA
## 590      VinylSd     VinylSd       None          0        Gd        TA
## 591      CemntBd     CmentBd      Stone        420        Ex        TA
## 592      HdBoard     HdBoard       None          0        TA        Gd
## 593      VinylSd     VinylSd    BrkFace        170        Gd        TA
## 594      HdBoard     HdBoard       None          0        TA        TA
## 595      VinylSd       Other    BrkFace        238        Gd        TA
## 596      VinylSd     VinylSd       None          0        TA        TA
## 597      VinylSd     VinylSd    BrkFace         72        Gd        TA
## 598      Plywood     Plywood    BrkFace        459        TA        TA
## 599      MetalSd     MetalSd       None          0        TA        Gd
## 600      VinylSd     VinylSd    BrkFace        280        Gd        TA
## 601      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 602      HdBoard     HdBoard       None          0        Gd        TA
## 603      MetalSd     MetalSd       None          0        Gd        TA
## 604      VinylSd     VinylSd    BrkFace         99        Gd        TA
## 605      HdBoard     HdBoard    BrkFace        176        TA        TA
## 606      VinylSd     VinylSd       None          0        TA        Gd
## 607      MetalSd     MetalSd       None          0        TA        Gd
## 608      BrkFace     Wd Sdng       None          0        TA        TA
## 609      VinylSd     VinylSd     BrkCmn        192        TA        Fa
## 610      VinylSd     VinylSd    BrkFace        204        Gd        TA
## 611      HdBoard     HdBoard    BrkFace        233        TA        TA
## 612      VinylSd     VinylSd    BrkFace        108        Gd        TA
## 613      VinylSd     VinylSd       None          0        TA        TA
## 614      CemntBd     CmentBd       None          0        TA        TA
## 615      MetalSd     MetalSd    BrkFace        156        TA        Gd
## 616      VinylSd     VinylSd       None          0        Gd        TA
## 617      MetalSd     MetalSd       None          0        TA        TA
## 618      CemntBd     CmentBd    BrkFace        452        Ex        TA
## 619      VinylSd     VinylSd      Stone        226        Gd        TA
## 620       Stucco      Stucco       None          0        TA        TA
## 621      HdBoard     HdBoard       None          0        TA        TA
## 622      Plywood     Plywood    BrkFace        153        TA        TA
## 623      MetalSd     MetalSd    BrkFace        513        Gd        TA
## 624      VinylSd     VinylSd       None        288        TA        TA
## 625      Wd Sdng     Wd Sdng    BrkFace        261        TA        TA
## 626      Wd Sdng     Wd Sdng       None          0        TA        TA
## 627      AsbShng     AsbShng    BrkFace        164        TA        TA
## 628      Plywood     Plywood    BrkFace        192        TA        TA
## 629      Plywood     Wd Sdng    BrkFace        259        TA        TA
## 630      VinylSd     VinylSd       None          0        TA        TA
## 631      VinylSd     VinylSd      Stone        108        Gd        TA
## 632      Plywood     Plywood    BrkFace        209        TA        Gd
## 633      Wd Sdng     Wd Sdng       None          0        TA        TA
## 634      Plywood     Plywood       None          0        TA        TA
## 635      VinylSd     VinylSd       None          0        Fa        TA
## 636      AsbShng     AsbShng       None          0        Fa        Fa
## 637      Wd Sdng     Wd Sdng       None          0        TA        TA
## 638      MetalSd     Wd Sdng       None          0        TA        TA
## 639      VinylSd     VinylSd       None          0        Gd        TA
## 640      MetalSd     MetalSd    BrkFace        472        Ex        TA
## 641      VinylSd     VinylSd       None          0        Gd        TA
## 642      Plywood     Wd Sdng       None          0        Gd        TA
## 643      WdShing     HdBoard    BrkFace        263        TA        TA
## 644      CemntBd     CmentBd      Stone        162        Ex        TA
## 645      Plywood     Plywood       None          0        TA        TA
## 646      MetalSd     MetalSd       None          0        TA        TA
## 647      Wd Sdng     Wd Sdng      Stone        216        TA        TA
## 648      MetalSd     MetalSd    BrkFace        351        TA        TA
## 649      CemntBd     CmentBd       None          0        TA        TA
## 650      CemntBd     CmentBd       None          0        Gd        TA
## 651      MetalSd     MetalSd       None          0        TA        TA
## 652      VinylSd     VinylSd       None          0        Gd        TA
## 653      MetalSd     MetalSd       None          0        TA        TA
## 654      MetalSd     MetalSd    BrkFace        660        Gd        Gd
## 655      HdBoard     ImStucc    BrkFace        381        TA        TA
## 656      HdBoard     HdBoard    BrkFace         54        Gd        TA
## 657       Stucco     Wd Shng       None          0        TA        Fa
## 658      VinylSd     VinylSd       None          0        TA        TA
## 659      MetalSd     MetalSd       None          0        TA        Gd
## 660      Plywood     Plywood    BrkFace        233        TA        TA
## 661      VinylSd     VinylSd    BrkFace        528        Gd        TA
## 662      Wd Sdng     Wd Sdng    BrkFace        216        TA        TA
## 663      Plywood     Plywood       None          0        TA        TA
## 664      VinylSd     VinylSd       None          0        Gd        TA
## 665      VinylSd     VinylSd    BrkFace         40        Gd        TA
## 666      Plywood     Plywood     BrkCmn        113        TA        Gd
## 667      HdBoard     HdBoard    BrkFace        258        TA        TA
## 668      CemntBd     Wd Sdng       None          0        TA        TA
## 669      MetalSd     MetalSd       None          0        TA        TA
## 670      VinylSd     VinylSd       None          0        Gd        TA
## 671      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 672      Plywood     Plywood       None          0        Gd        TA
## 673      CemntBd     CmentBd    BrkFace        106        TA        TA
## 674      HdBoard     HdBoard       None          0        TA        TA
## 675      Plywood     Brk Cmn       None          0        TA        TA
## 676      AsbShng      Stucco       None          0        TA        TA
## 677      VinylSd     VinylSd       None          0        Gd        TA
## 678      VinylSd     VinylSd      Stone        464        Gd        TA
## 679      Wd Sdng     Wd Sdng    BrkFace         57        TA        TA
## 680      Plywood     Plywood       None          0        TA        TA
## 681      VinylSd      Stucco       None          0        TA        TA
## 682      Wd Sdng     Wd Sdng       None          0        TA        TA
## 683      VinylSd     VinylSd      Stone        215        Gd        TA
## 684      VinylSd     VinylSd    BrkFace         30        Gd        TA
## 685      HdBoard     HdBoard       None          0        Gd        TA
## 686      VinylSd     VinylSd       None          0        Gd        TA
## 687      MetalSd     MetalSd       None          0        Gd        TA
## 688      MetalSd     MetalSd    BrkFace          0        Gd        TA
## 689      VinylSd     VinylSd      Stone        256        Gd        TA
## 690      VinylSd     VinylSd    BrkFace        147        Gd        TA
## 691      HdBoard     HdBoard    BrkFace       1170        Ex        TA
## 692      MetalSd     MetalSd    BrkFace        293        Gd        TA
## 693      MetalSd     MetalSd       None          0        TA        TA
## 694      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 695      HdBoard     HdBoard    BrkFace         72        TA        TA
## 696      Wd Sdng     Wd Shng       None          0        TA        TA
## 697      Wd Sdng     Wd Sdng       None          0        TA        TA
## 698      MetalSd     MetalSd       None          0        TA        Gd
## 699      MetalSd     MetalSd       None          0        Gd        TA
## 700      VinylSd     VinylSd    BrkFace        630        Gd        TA
## 701      HdBoard     HdBoard    BrkFace        168        TA        TA
## 702      VinylSd     VinylSd    BrkFace        466        Ex        TA
## 703      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 704      VinylSd     VinylSd    BrkFace        109        Gd        TA
## 705      VinylSd     Wd Shng       None          0        Fa        Fa
## 706      Plywood     Plywood      Stone        351        TA        TA
## 707      MetalSd     MetalSd    BrkFace        176        Gd        TA
## 708      VinylSd     VinylSd       None          0        Gd        TA
## 709      HdBoard     HdBoard     BrkCmn         41        TA        TA
## 710      VinylSd     VinylSd       None          0        Gd        TA
## 711      MetalSd     MetalSd       None          0        TA        TA
## 712      HdBoard     HdBoard       None          0        Gd        TA
## 713      HdBoard     HdBoard    BrkFace        160        TA        TA
## 714      HdBoard     Plywood    BrkFace        289        Gd        TA
## 715      HdBoard     HdBoard    BrkFace        174        TA        TA
## 716      Wd Sdng     VinylSd       None          0        TA        Gd
## 717      HdBoard     HdBoard       None          0        TA        TA
## 718      Wd Sdng     ImStucc    BrkFace        651        Gd        TA
## 719      HdBoard     Plywood       None          0        TA        TA
## 720      HdBoard     HdBoard       None          0        Gd        TA
## 721      VinylSd     VinylSd    BrkFace        169        Gd        TA
## 722      MetalSd     MetalSd       None          0        TA        Gd
## 723      MetalSd     MetalSd       None          0        TA        TA
## 724      CemntBd     CmentBd      Stone        340        Ex        TA
## 725      HdBoard     Plywood       None          0        TA        TA
## 726      Wd Sdng     Plywood    BrkFace        260        Gd        Gd
## 727      VinylSd     VinylSd      Stone         82        Gd        TA
## 728      VinylSd     VinylSd    BrkFace         95        TA        TA
## 729      MetalSd     MetalSd       None          0        TA        TA
## 730      CemntBd     CmentBd       None          0        Gd        TA
## 731      VinylSd     VinylSd    BrkFace        442        Gd        TA
## 732      VinylSd     VinylSd    BrkFace        202        Gd        TA
## 733      HdBoard     HdBoard       None          0        TA        TA
## 734      Plywood     Plywood       None          0        TA        TA
## 735      Wd Sdng     Wd Sdng       None          0        TA        TA
## 736       Stucco       Stone       None          0        TA        TA
## 737      VinylSd     VinylSd       None          0        Gd        TA
## 738      Plywood     Plywood       None          0        TA        TA
## 739      VinylSd     VinylSd       None          0        Gd        TA
## 740      Wd Sdng     Wd Shng       None          0        TA        Gd
## 741      HdBoard     HdBoard       None          0        TA        Gd
## 742      VinylSd     VinylSd    BrkFace        108        TA        TA
## 743      HdBoard     HdBoard       None          0        TA        TA
## 744      HdBoard     HdBoard       None          0        Gd        TA
## 745      VinylSd     VinylSd    BrkFace        289        Ex        Gd
## 746      VinylSd     VinylSd       None          0        Gd        TA
## 747       Stucco      Stucco       None          0        Gd        TA
## 748      VinylSd     VinylSd    BrkFace        338        Gd        TA
## 749      WdShing     Wd Shng       None          0        TA        TA
## 750      Wd Sdng     Wd Sdng       None          0        TA        TA
## 751      VinylSd     VinylSd       None          0        Gd        TA
## 752      VinylSd     VinylSd       None          0        TA        Gd
## 753      VinylSd     VinylSd    BrkFace        178        Gd        TA
## 754      Plywood     Plywood       None          0        TA        TA
## 755      MetalSd     MetalSd    BrkFace        894        TA        TA
## 756      VinylSd     VinylSd       None          0        Gd        TA
## 757      HdBoard     HdBoard     BrkCmn        328        TA        TA
## 758      MetalSd     MetalSd    BrkFace        360        TA        TA
## 759      VinylSd     VinylSd    BrkFace        513        Gd        TA
## 760      Wd Sdng     Wd Sdng       None          0        TA        TA
## 761      Wd Sdng     Wd Sdng       None          0        TA        TA
## 762      VinylSd     VinylSd       None          0        TA        TA
## 763      VinylSd     VinylSd    BrkFace        673        Gd        TA
## 764      BrkFace     BrkFace       None          0        Gd        Gd
## 765      VinylSd     VinylSd      Stone        284        Gd        TA
## 766      HdBoard     HdBoard    BrkFace         42        TA        TA
## 767      VinylSd     VinylSd       None          0        TA        TA
## 768      VinylSd     VinylSd       None          0        Gd        TA
## 769      CemntBd     Wd Shng    BrkFace        603        Ex        TA
## 770      Wd Sdng     Wd Sdng       None          0        TA        TA
## 771      Wd Sdng     Wd Sdng       None          0        TA        TA
## 772      Plywood     Plywood       None          0        TA        TA
## 773      Wd Sdng     Wd Sdng       None          1        TA        TA
## 774      VinylSd     VinylSd    BrkFace        375        Gd        TA
## 775      VinylSd     VinylSd    BrkFace        320        TA        TA
## 776      VinylSd     VinylSd    BrkFace        240        Gd        TA
## 777      HdBoard     Plywood       None          0        TA        TA
## 778      Plywood     Plywood    BrkFace        320        TA        TA
## 779      Plywood     ImStucc    BrkFace         90        TA        TA
## 780      HdBoard     HdBoard    BrkFace         38        TA        TA
## 781      VinylSd     VinylSd       None          0        Gd        Gd
## 782      VinylSd     VinylSd       None          0        Gd        TA
## 783      Plywood     Plywood    BrkFace        104        TA        Gd
## 784      Wd Sdng     Wd Shng       None          0        TA        TA
## 785      BrkFace     Wd Sdng       None          0        TA        TA
## 786      MetalSd     MetalSd       None          0        TA        Gd
## 787      VinylSd     VinylSd       None          0        Gd        TA
## 788      MetalSd     MetalSd       None          0        TA        TA
## 789      HdBoard     HdBoard    BrkFace        157        TA        TA
## 790      VinylSd     VinylSd    BrkFace         11        Gd        TA
## 791      HdBoard     HdBoard       None          0        TA        TA
## 792      MetalSd     MetalSd       None          0        Gd        TA
## 793      CemntBd     CmentBd      Stone        140        Gd        TA
## 794      MetalSd     MetalSd       None          0        Gd        TA
## 795      HdBoard     HdBoard    BrkFace        130        TA        TA
## 796      Plywood     Plywood    BrkFace        148        TA        TA
## 797      VinylSd     VinylSd       None          0        TA        TA
## 798      VinylSd     VinylSd      Stone        860        Ex        TA
## 799      Wd Sdng     Wd Sdng    BrkFace        252        TA        TA
## 800      VinylSd     VinylSd       None          0        TA        TA
## 801      MetalSd     MetalSd       None          0        TA        TA
## 802      WdShing     Wd Shng       None          0        Gd        TA
## 803      VinylSd     VinylSd      Stone        424        Ex        TA
## 804      Wd Sdng     Wd Sdng       None          0        TA        TA
## 805      VinylSd     VinylSd      Stone        256        Gd        TA
## 806      VinylSd     VinylSd       None          0        TA        TA
## 807      Wd Sdng     Wd Sdng       None          0        TA        TA
## 808      VinylSd     VinylSd    BrkFace       1047        TA        TA
## 809      AsbShng     AsbShng       None          0        TA        TA
## 810      HdBoard     HdBoard    BrkFace         99        TA        TA
## 811      VinylSd     VinylSd    BrkFace        169        Gd        TA
## 812      Wd Sdng     Wd Sdng       None          0        Fa        TA
## 813      MetalSd     MetalSd    BrkFace        243        TA        TA
## 814       Stucco      Stucco       None          0        TA        TA
## 815      VinylSd     VinylSd    BrkFace        442        TA        TA
## 816      BrkFace     BrkFace       None          0        TA        TA
## 817      CemntBd     CmentBd    BrkFace        148        Gd        TA
## 818      HdBoard     HdBoard    BrkFace         80        TA        TA
## 819      VinylSd     VinylSd      Stone        128        Gd        TA
## 820      VinylSd     VinylSd       None          0        Gd        TA
## 821      MetalSd     MetalSd       None          0        Fa        TA
## 822      VinylSd     VinylSd       None          0        Gd        TA
## 823      VinylSd     VinylSd       None          0        TA        TA
## 824      VinylSd     VinylSd       None          0        Gd        TA
## 825      CemntBd     CmentBd    BrkFace        816        Ex        TA
## 826      MetalSd     MetalSd       None          0        TA        TA
## 827      VinylSd     VinylSd       None          0        Gd        TA
## 828      Plywood     Plywood       None          0        TA        TA
## 829      MetalSd     MetalSd       None          0        Gd        TA
## 830      HdBoard     HdBoard    BrkFace        387        TA        TA
## 831      MetalSd     MetalSd       None          0        TA        TA
## 832      VinylSd     VinylSd    BrkFace        223        Gd        TA
## 833      HdBoard     Plywood    BrkFace        180        TA        TA
## 834      VinylSd     VinylSd    BrkFace        136        TA        TA
## 835      VinylSd     HdBoard       None          0        TA        TA
## 836      VinylSd     VinylSd       None          0        TA        TA
## 837      HdBoard     HdBoard    BrkFace        158        TA        TA
## 838      VinylSd     VinylSd       None          0        TA        TA
## 839      MetalSd     MetalSd       None          0        TA        TA
## 840      Wd Sdng     Wd Sdng       None          0        TA        TA
## 841      MetalSd     MetalSd       None          0        TA        TA
## 842      HdBoard     HdBoard    BrkFace        183        TA        TA
## 843      BrkFace     BrkFace       None          0        TA        TA
## 844      Wd Sdng     Wd Sdng       None          0        TA        TA
## 845      HdBoard     HdBoard       None          0        TA        TA
## 846      HdBoard     HdBoard    BrkFace        137        Gd        TA
## 847      HdBoard     Plywood       None          0        TA        TA
## 848      Wd Sdng     Wd Sdng       None          0        TA        TA
## 849      Plywood     Plywood    BrkFace        360        Gd        Gd
## 850      VinylSd     VinylSd    BrkFace        170        Gd        TA
## 851      VinylSd     VinylSd    BrkFace         40        Gd        TA
## 852      MetalSd     MetalSd       None          0        TA        Gd
## 853      MetalSd     HdBoard    BrkFace        115        TA        Gd
## 854      Wd Sdng     Plywood       None          0        TA        TA
## 855      HdBoard     HdBoard       None          0        TA        Gd
## 856      Plywood     HdBoard       None          0        TA        TA
## 857      HdBoard     HdBoard       None          0        TA        TA
## 858      HdBoard     HdBoard    BrkFace        189        TA        TA
## 859      HdBoard     HdBoard    BrkFace        220        TA        TA
## 860      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 861      Plywood     HdBoard       None          0        TA        TA
## 862      HdBoard     Plywood       None          0        TA        TA
## 863      BrkFace     Plywood       None          0        TA        TA
## 864      VinylSd     VinylSd       None          0        Gd        TA
## 865      MetalSd     MetalSd    BrkFace         76        TA        TA
## 866      VinylSd     VinylSd      Stone        274        Gd        TA
## 867      VinylSd     VinylSd       None          0        TA        TA
## 868      Plywood     Plywood       None          0        TA        TA
## 869      MetalSd     MetalSd    BrkFace        246        Gd        TA
## 870      MetalSd     MetalSd       None          0        TA        TA
## 871      VinylSd     VinylSd    BrkFace        116        TA        TA
## 872      WdShing     Wd Shng       None          0        Gd        TA
## 873      HdBoard     HdBoard       None          0        Gd        TA
## 874      Wd Sdng     Wd Sdng       None          0        TA        TA
## 875      CemntBd     CmentBd       None          0        Gd        TA
## 876      HdBoard     Plywood       None          0        TA        TA
## 877      VinylSd     VinylSd      Stone        216        Gd        TA
## 878      HdBoard     HdBoard       None          0        TA        TA
## 879      VinylSd     VinylSd    BrkFace         90        Gd        Gd
## 880      VinylSd     VinylSd       None          0        TA        TA
## 881      HdBoard     HdBoard    BrkFace        117        Gd        Gd
## 882      VinylSd     VinylSd       None          0        TA        TA
## 883      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 884      HdBoard     HdBoard    BrkFace         60        TA        TA
## 885      MetalSd     MetalSd    BrkFace         60        Gd        TA
## 886      MetalSd     MetalSd    BrkFace        122        TA        TA
## 887      MetalSd     MetalSd       None          0        TA        Gd
## 888      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 889      Wd Sdng     Wd Sdng    BrkFace         90        TA        TA
## 890      MetalSd     MetalSd       None          0        TA        Gd
## 891      HdBoard     HdBoard    BrkFace         92        TA        TA
## 892      HdBoard     HdBoard       None          0        TA        TA
## 893      Wd Sdng     Plywood       None          0        TA        TA
## 894      Plywood     Plywood       None          0        TA        TA
## 895      HdBoard     HdBoard    BrkFace        415        TA        TA
## 896      Wd Sdng     Wd Sdng       None          0        TA        TA
## 897      Plywood     Plywood       None          0        TA        TA
## 898      VinylSd     VinylSd      Stone        760        Ex        TA
## 899      HdBoard     Plywood       None          0        TA        TA
## 900      HdBoard     HdBoard       None          0        TA        TA
## 901      MetalSd     MetalSd       None          0        TA        Gd
## 902      VinylSd     VinylSd       None          0        Gd        TA
## 903      VinylSd     VinylSd    BrkFace         27        Gd        TA
## 904      HdBoard     Wd Sdng    BrkFace         75        TA        TA
## 905      HdBoard     HdBoard      Stone        110        TA        TA
## 906      VinylSd     VinylSd      Stone        208        Gd        TA
## 907      BrkFace     BrkFace       None          0        Gd        TA
## 908      HdBoard     HdBoard       None          0        TA        TA
## 909      VinylSd     VinylSd       None          0        Gd        TA
## 910      MetalSd     MetalSd    BrkFace        361        TA        TA
## 911      HdBoard     Plywood       None          0        TA        TA
## 912      MetalSd     MetalSd       None          0        TA        TA
## 913      MetalSd     MetalSd       None          0        TA        TA
## 914      VinylSd     VinylSd      Stone         76        Gd        TA
## 915      CemntBd     CmentBd    BrkFace         80        TA        TA
## 916      AsbShng     AsbShng       None          0        TA        TA
## 917      VinylSd     VinylSd       None          0        TA        TA
## 918      HdBoard     HdBoard       None          0        Gd        TA
## 919      MetalSd     MetalSd       None          0        Ex        TA
## 920      HdBoard     HdBoard    BrkFace        105        Gd        Gd
## 921      MetalSd     MetalSd       None          0        TA        TA
## 922      VinylSd     VinylSd       None          0        Gd        TA
## 923      Plywood     Plywood       None          0        Gd        TA
## 924      Plywood     Plywood    BrkFace        157        TA        Gd
## 925      VinylSd     VinylSd       None          0        TA        TA
## 926      VinylSd     VinylSd    BrkFace        340        Gd        TA
## 927      MetalSd     MetalSd    BrkFace        342        TA        TA
## 928      VinylSd     VinylSd       None          0        Gd        TA
## 929      HdBoard     HdBoard    BrkFace        285        TA        TA
## 930      VinylSd     VinylSd       None          0        Gd        TA
## 931      VinylSd     VinylSd       None          0        TA        TA
## 932      VinylSd     ImStucc      Stone        302        Ex        TA
## 933      VinylSd     VinylSd    BrkFace        210        Gd        TA
## 934      Wd Sdng     Wd Sdng       None          0        TA        TA
## 935      MetalSd     MetalSd    BrkFace        108        TA        Gd
## 936      VinylSd     VinylSd       None          0        Gd        TA
## 937      VinylSd     VinylSd       None          0        Gd        TA
## 938      VinylSd     VinylSd       None          0        Gd        TA
## 939      MetalSd     MetalSd       None          0        TA        Gd
## 940      Plywood     Plywood       None          0        TA        TA
## 941      VinylSd     VinylSd    BrkFace        298        Gd        TA
## 942      MetalSd     MetalSd       None          0        TA        TA
## 943      HdBoard     Plywood       None          0        TA        TA
## 944      HdBoard     HdBoard    BrkFace        541        TA        TA
## 945      VinylSd     VinylSd       None          0        TA        TA
## 946      HdBoard     HdBoard    BrkFace        128        TA        Gd
## 947      VinylSd     VinylSd    BrkFace        236        Gd        TA
## 948      VinylSd     VinylSd    BrkFace        144        Gd        TA
## 949      Plywood     Plywood       None          0        TA        TA
## 950      VinylSd     VinylSd       None          0        TA        TA
## 951      VinylSd     VinylSd       None          0        TA        TA
## 952      WdShing     HdBoard       None          0        TA        Gd
## 953      HdBoard     HdBoard    BrkFace        232        TA        TA
## 954      WdShing     Plywood    BrkFace        250        TA        TA
## 955      MetalSd     MetalSd    BrkFace        423        TA        TA
## 956      MetalSd     MetalSd       None          0        TA        TA
## 957      MetalSd     MetalSd       None          0        TA        TA
## 958      VinylSd     VinylSd       None          0        Gd        TA
## 959      MetalSd     MetalSd       None          0        Gd        TA
## 960      Wd Sdng     Plywood       None          0        TA        Gd
## 961      HdBoard     HdBoard    BrkFace        424        TA        Gd
## 962      Plywood     Brk Cmn       None          0        TA        TA
## 963      VinylSd     VinylSd       None          0        Gd        TA
## 964      VinylSd     VinylSd    BrkFace         44        Gd        TA
## 965      VinylSd     VinylSd       None          0        Gd        TA
## 966      MetalSd     MetalSd       None          0        Gd        Gd
## 967      Wd Sdng     Wd Sdng    BrkFace        151        TA        TA
## 968      VinylSd     VinylSd       None          0        TA        TA
## 969      HdBoard     HdBoard    BrkFace        105        TA        Fa
## 970      AsbShng     AsbShng       None          0        TA        TA
## 971      VinylSd     Wd Shng      Stone        106        Gd        TA
## 972      Plywood     Plywood       None          0        TA        TA
## 973      CemntBd     CmentBd       None          0        Gd        TA
## 974      HdBoard     HdBoard       None          0        TA        Gd
## 975      MetalSd     MetalSd       None          0        Gd        TA
## 976      Wd Sdng     Wd Sdng       None          0        TA        TA
## 977      VinylSd     VinylSd       None          0        Gd        TA
## 978      MetalSd     MetalSd       None          0        TA        TA
## 979      VinylSd     VinylSd       None          0        TA        TA
## 980      CemntBd     CmentBd      Stone        210        Ex        TA
## 981      VinylSd     VinylSd    BrkFace        975        Gd        TA
## 982      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 983      CemntBd     CmentBd       None          0        Gd        TA
## 984      Plywood     Plywood       None          0        TA        TA
## 985      MetalSd     MetalSd       None          0        TA        TA
## 986      VinylSd     VinylSd       None          0        TA        Gd
## 987      VinylSd     VinylSd      Stone        450        Ex        TA
## 988      Plywood     Plywood    BrkFace        298        TA        TA
## 989      VinylSd     VinylSd       None          0        Gd        TA
## 990      VinylSd     VinylSd    BrkFace        423        Gd        TA
## 991      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 992      Wd Sdng     Wd Sdng    BrkFace        340        TA        TA
## 993      VinylSd     VinylSd       None          0        TA        TA
## 994      CemntBd     CmentBd      Stone        230        Ex        TA
## 995      MetalSd     MetalSd       None          0        TA        TA
## 996      Wd Sdng     Wd Sdng       None          0        TA        TA
## 997      HdBoard     HdBoard    BrkFace        571        TA        TA
## 998      Wd Sdng     Wd Sdng       None          0        TA        TA
## 999      VinylSd     VinylSd      Stone         24        Gd        TA
## 1000     BrkComm     Brk Cmn       None          0        TA        TA
## 1001     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1002     VinylSd     VinylSd    BrkFace         53        Gd        TA
## 1003     VinylSd     VinylSd    BrkFace        164        TA        TA
## 1004     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 1005     HdBoard     HdBoard    BrkFace        220        Gd        TA
## 1006     Plywood     Plywood       None          0        TA        TA
## 1007     CemntBd     CmentBd       None          0        TA        TA
## 1008     VinylSd     VinylSd      Stone        108        Gd        TA
## 1009     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 1010     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1011     AsphShn     AsphShn       None          0        TA        TA
## 1012     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1013     MetalSd      Stucco       None          0        TA        TA
## 1014     MetalSd     MetalSd    BrkFace        206        TA        TA
## 1015     VinylSd     VinylSd       None          0        Gd        TA
## 1016     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 1017     HdBoard     HdBoard       None          0        Gd        TA
## 1018     HdBoard     HdBoard    BrkFace         76        Gd        TA
## 1019     VinylSd     VinylSd    BrkFace        145        Gd        TA
## 1020     VinylSd     VinylSd       None          0        TA        TA
## 1021     VinylSd     VinylSd      Stone         84        Gd        TA
## 1022     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1023     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1024       Stone     HdBoard       None          0        Gd        TA
## 1025     VinylSd     VinylSd       None          0        TA        TA
## 1026     MetalSd     HdBoard    BrkFace        324        TA        TA
## 1027     VinylSd     VinylSd      Stone        338        Gd        TA
## 1028     WdShing     Wd Shng       None          0        TA        TA
## 1029     HdBoard     HdBoard    BrkFace        281        TA        TA
## 1030     VinylSd     VinylSd       None          0        TA        TA
## 1031     Wd Sdng     Plywood       None          0        TA        TA
## 1032     MetalSd     MetalSd       None          0        Gd        Gd
## 1033     VinylSd     VinylSd      Stone        295        Gd        TA
## 1034     MetalSd     MetalSd       None          0        TA        Gd
## 1035     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1036     VinylSd     VinylSd      Stone         70        Gd        TA
## 1037     VinylSd     VinylSd    BrkFace        396        Gd        TA
## 1038     CemntBd     CmentBd       None          0        TA        TA
## 1039     CemntBd     CmentBd       None          0        TA        TA
## 1040     Wd Sdng     Wd Sdng     BrkCmn         67        TA        TA
## 1041     HdBoard     HdBoard    BrkFace        252        TA        TA
## 1042     VinylSd     VinylSd      Stone        135        Gd        TA
## 1043     HdBoard     HdBoard    BrkFace         99        TA        TA
## 1044     BrkFace     BrkFace       None          0        Gd        TA
## 1045     BrkFace     Wd Sdng       None          0        TA        TA
## 1046     CemntBd     CmentBd      Stone        208        Gd        TA
## 1047     VinylSd     VinylSd       None          0        TA        TA
## 1048     HdBoard     HdBoard    BrkFace         75        TA        Fa
## 1049     MetalSd     MetalSd       None          0        TA        TA
## 1050     VinylSd     VinylSd       None          0        Gd        TA
## 1051     VinylSd     VinylSd       None          0        Gd        TA
## 1052     VinylSd     VinylSd     BrkCmn        272        TA        TA
## 1053     HdBoard     HdBoard      Stone        145        TA        TA
## 1054     VinylSd     VinylSd    BrkFace        210        Gd        TA
## 1055     Plywood     Plywood    BrkFace        160        TA        TA
## 1056     VinylSd     VinylSd      Stone        240        Gd        TA
## 1057     HdBoard     HdBoard       None          0        Gd        TA
## 1058     VinylSd     VinylSd      Stone        154        Ex        TA
## 1059     MetalSd     MetalSd    BrkFace        480        TA        TA
## 1060     CemntBd     CmentBd       None          0        Gd        TA
## 1061     MetalSd     MetalSd       None          0        Fa        TA
## 1062     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1063     MetalSd     MetalSd       None          0        TA        Gd
## 1064     Plywood     Plywood    BrkFace        200        TA        TA
## 1065     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1066     VinylSd     VinylSd       None          0        Gd        TA
## 1067     HdBoard     HdBoard    BrkFace        360        TA        TA
## 1068     CemntBd     CmentBd       None          0        TA        TA
## 1069     MetalSd     MetalSd       None          0        TA        TA
## 1070     MetalSd     MetalSd    BrkFace        120        TA        TA
## 1071     MetalSd     MetalSd       None          0        TA        TA
## 1072     MetalSd     MetalSd       None          0        TA        TA
## 1073     HdBoard     Plywood    BrkFace        140        TA        TA
## 1074     VinylSd     VinylSd       None          0        Gd        TA
## 1075     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1076     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1077     VinylSd     Plywood       None          0        TA        TA
## 1078     VinylSd     VinylSd    BrkFace        169        Gd        TA
## 1079     VinylSd     VinylSd       None          0        TA        TA
## 1080     VinylSd     VinylSd    BrkFace        144        Gd        Gd
## 1081     HdBoard     HdBoard       None          0        TA        TA
## 1082     VinylSd     VinylSd    BrkFace        100        Gd        TA
## 1083     HdBoard     HdBoard    BrkFace        425        TA        TA
## 1084     HdBoard     HdBoard       None          0        TA        TA
## 1085     HdBoard     HdBoard       None          0        TA        TA
## 1086     CemntBd     CmentBd       None          0        TA        TA
## 1087     VinylSd     VinylSd       None          0        Gd        TA
## 1088     VinylSd     VinylSd      Stone         50        Gd        TA
## 1089     MetalSd     MetalSd       None          0        Gd        TA
## 1090     BrkFace     BrkFace       None          0        TA        TA
## 1091     MetalSd     MetalSd    BrkFace        212        Gd        TA
## 1092     MetalSd     MetalSd       None          0        TA        TA
## 1093     MetalSd     MetalSd    BrkFace        166        TA        TA
## 1094     MetalSd     MetalSd       None          0        TA        TA
## 1095     VinylSd     VinylSd       None          0        Gd        TA
## 1096     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1097     HdBoard     HdBoard       None          0        Gd        TA
## 1098     MetalSd     MetalSd       None          0        TA        TA
## 1099     Plywood     Plywood    BrkFace        206        TA        TA
## 1100     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1101     HdBoard     MetalSd       None          0        TA        TA
## 1102     Wd Sdng     Wd Sdng    BrkFace         45        TA        TA
## 1103     BrkFace     BrkFace       None          0        TA        TA
## 1104     HdBoard     HdBoard    BrkFace        304        TA        TA
## 1105     HdBoard     HdBoard    BrkFace        362        Gd        TA
## 1106     HdBoard     HdBoard       None          0        Gd        TA
## 1107     VinylSd     VinylSd       None          0        Gd        TA
## 1108     VinylSd     VinylSd       None          0        TA        TA
## 1109     MetalSd     MetalSd      Stone         42        Gd        TA
## 1110     HdBoard     HdBoard       None          0        TA        TA
## 1111     Plywood     Plywood    BrkFace        660        TA        TA
## 1112     WdShing     Wd Shng       None          0        TA        TA
## 1113     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1114     MetalSd     MetalSd       None          0        TA        Gd
## 1115     VinylSd     VinylSd      Stone        328        Gd        TA
## 1116     VinylSd     VinylSd       None          0        Gd        TA
## 1117     VinylSd     VinylSd       None          0        TA        TA
## 1118     MetalSd     MetalSd       None          0        TA        Gd
## 1119     BrkFace     Wd Sdng       None          0        TA        TA
## 1120     BrkFace     BrkFace       None          0        TA        TA
## 1121     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 1122     AsbShng     AsbShng       None          0        TA        TA
## 1123     VinylSd     VinylSd       None          0        TA        Ex
## 1124     HdBoard     HdBoard    BrkFace        170        TA        TA
## 1125     Plywood     Plywood       None          0        TA        TA
## 1126     VinylSd     VinylSd    BrkFace        130        Gd        TA
## 1127     VinylSd     VinylSd       None          0        Gd        TA
## 1128     VinylSd     VinylSd       None          0        Gd        TA
## 1129     MetalSd     MetalSd    BrkFace        180        TA        TA
## 1130     WdShing     Plywood       None          0        TA        TA
## 1131     HdBoard     HdBoard       None          0        TA        TA
## 1132     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1133     VinylSd     VinylSd       None          0        Gd        TA
## 1134     VinylSd     VinylSd       None          0        TA        TA
## 1135     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1136     VinylSd     VinylSd       None          0        TA        TA
## 1137     VinylSd     VinylSd       None          0        TA        Gd
## 1138     Plywood     ImStucc       None          0        TA        TA
## 1139      Stucco      Stucco       None          0        TA        Fa
## 1140     HdBoard     HdBoard       None          0        TA        TA
## 1141     Plywood     Plywood    BrkFace         44        TA        Gd
## 1142     VinylSd     VinylSd      Stone        340        Gd        TA
## 1143     Wd Sdng     Plywood       None          0        TA        TA
## 1144     MetalSd     MetalSd       None          0        TA        Fa
## 1145     MetalSd     MetalSd       None          0        TA        TA
## 1146     Wd Sdng     Wd Shng    BrkFace         85        Gd        TA
## 1147     MetalSd     MetalSd       None          0        TA        TA
## 1148     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1149     VinylSd     VinylSd       None          0        TA        Gd
## 1150     BrkFace     BrkFace       None          0        TA        TA
## 1151     HdBoard     Plywood    BrkFace        132        TA        TA
## 1152       Stone       Stone       None          0        TA        TA
## 1153     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 1154     VinylSd     VinylSd      Stone        288        TA        TA
## 1155     Plywood     Plywood       None          0        Gd        Gd
## 1156     BrkFace     BrkFace       None          0        TA        Gd
## 1157     VinylSd     VinylSd      Stone        166        Gd        TA
## 1158     VinylSd     VinylSd      Stone        186        Gd        TA
## 1159     HdBoard     HdBoard    BrkFace        270        Gd        TA
## 1160     Plywood     Brk Cmn       None          0        TA        TA
## 1161     HdBoard     HdBoard    BrkFace         72        Gd        TA
## 1162     VinylSd     VinylSd       None          0        TA        TA
## 1163     Plywood     Plywood       None          0        TA        TA
## 1164     Plywood     Plywood       None          0        TA        TA
## 1165     VinylSd     VinylSd      Stone        268        Gd        TA
## 1166     VinylSd     VinylSd      Stone         72        Gd        TA
## 1167     VinylSd     VinylSd       None          0        TA        TA
## 1168      Stucco      Stucco       None          0        TA        TA
## 1169     HdBoard     HdBoard    BrkFace       1378        Gd        Gd
## 1170     Plywood     Plywood       None          0        TA        TA
## 1171     MetalSd     MetalSd       None          0        TA        TA
## 1172     MetalSd     MetalSd       None          0        Gd        TA
## 1173     MetalSd     MetalSd       None          0        TA        TA
## 1174     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1175     HdBoard     HdBoard    BrkFace        337        Gd        TA
## 1176     HdBoard     Plywood       None          0        TA        TA
## 1177     MetalSd     MetalSd       None          0        TA        TA
## 1178     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1179     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1180     MetalSd     MetalSd       None          0        TA        TA
## 1181     CemntBd     CmentBd      Stone        186        Ex        TA
## 1182     Wd Sdng     ImStucc       None          0        Gd        TA
## 1183      Stucco      Stucco       None          0        TA        TA
## 1184     MetalSd     MetalSd    BrkFace        226        TA        TA
## 1185     AsbShng     AsbShng       None          0        TA        Gd
## 1186     HdBoard     HdBoard       None          0        TA        TA
## 1187     ImStucc     ImStucc       None          0        Gd        TA
## 1188     VinylSd     VinylSd    BrkFace         95        Gd        TA
## 1189     VinylSd     VinylSd       None          0        TA        TA
## 1190     MetalSd     MetalSd      Stone        149        TA        Gd
## 1191     MetalSd     MetalSd    BrkFace        456        Gd        TA
## 1192     VinylSd     VinylSd       None          0        TA        TA
## 1193     VinylSd     VinylSd    BrkFace        425        TA        TA
## 1194     HdBoard     HdBoard      Stone        143        TA        TA
## 1195     VinylSd     VinylSd       None          0        TA        TA
## 1196     VinylSd     VinylSd       None          0        Gd        TA
## 1197     MetalSd     MetalSd       None          0        TA        TA
## 1198     VinylSd     VinylSd       None          0        Gd        TA
## 1199     HdBoard     HdBoard    BrkFace         51        TA        TA
## 1200     MetalSd     MetalSd       None          0        TA        TA
## 1201     VinylSd     VinylSd       None          0        TA        TA
## 1202     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1203     VinylSd     VinylSd    BrkFace        171        Gd        TA
## 1204     HdBoard     HdBoard       None          0        TA        TA
## 1205     HdBoard     HdBoard    BrkFace        234        Gd        TA
## 1206     HdBoard     HdBoard       None          0        TA        TA
## 1207     VinylSd     VinylSd    BrkFace        120        Gd        TA
## 1208     MetalSd     MetalSd       None          0        TA        Gd
## 1209     VinylSd     VinylSd      Stone        420        Gd        TA
## 1210     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1211     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1212     MetalSd     MetalSd       None          0        TA        TA
## 1213     VinylSd     VinylSd       None          0        TA        Gd
## 1214     MetalSd     MetalSd       None          0        TA        TA
## 1215     VinylSd     VinylSd       None          0        TA        TA
## 1216     VinylSd     VinylSd       None          0        TA        TA
## 1217     CemntBd     CmentBd      Stone         72        Gd        TA
## 1218     AsbShng     AsbShng       None          0        TA        TA
## 1219     CemntBd     CmentBd    BrkFace        236        TA        TA
## 1220     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1221     HdBoard     HdBoard       None          0        TA        TA
## 1222     Wd Sdng     Wd Sdng    BrkFace        320        TA        TA
## 1223     Wd Sdng     Wd Sdng    BrkFace         44        TA        TA
## 1224     VinylSd     VinylSd       None          0        Gd        TA
## 1225     VinylSd     VinylSd    BrkFace         63        TA        Gd
## 1226     VinylSd     VinylSd      Stone         74        Gd        TA
## 1227     VinylSd     VinylSd    BrkFace        300        TA        TA
## 1228     MetalSd     MetalSd    BrkFace        766        Ex        TA
## 1229     BrkFace     HdBoard       None          0        TA        TA
## 1230     Plywood     Plywood       None          1        TA        TA
## 1231     Wd Sdng     Wd Sdng    BrkFace        120        TA        TA
## 1232     HdBoard     HdBoard       None          0        TA        TA
## 1233     Plywood     Plywood    BrkFace        180        TA        TA
## 1234     MetalSd     MetalSd       None          0        TA        TA
## 1235     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1236     VinylSd     Wd Shng      Stone        106        Gd        TA
## 1237     VinylSd     VinylSd       None          0        Gd        TA
## 1238     VinylSd     VinylSd       None          0        Gd        TA
## 1239     VinylSd     VinylSd    BrkFace         32        Gd        TA
## 1240     VinylSd     VinylSd    BrkFace        252        Gd        TA
## 1241     VinylSd     VinylSd      Stone          0        Gd        TA
## 1242     Plywood     Plywood    BrkFace         81        TA        TA
## 1243     VinylSd     VinylSd       None          0        Ex        TA
## 1244     BrkFace      Stucco       None          0        TA        TA
## 1245     VinylSd     VinylSd    BrkFace         74        TA        TA
## 1246     VinylSd     VinylSd       None          0        Gd        TA
## 1247     HdBoard     HdBoard    BrkFace        335        TA        TA
## 1248     AsbShng     AsbShng       None          0        TA        TA
## 1249     MetalSd     MetalSd       None          0        TA        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1         PConc       Gd       TA           No          GLQ        706
## 2        CBlock       Gd       TA           Gd          ALQ        978
## 3         PConc       Gd       TA           Mn          GLQ        486
## 4        BrkTil       TA       Gd           No          ALQ        216
## 5         PConc       Gd       TA           Av          GLQ        655
## 6          Wood       Gd       TA           No          GLQ        732
## 7         PConc       Ex       TA           Av          GLQ       1369
## 8        CBlock       Gd       TA           Mn          ALQ        859
## 9        BrkTil       TA       TA           No          Unf          0
## 10       BrkTil       TA       TA           No          GLQ        851
## 11       CBlock       TA       TA           No          Rec        906
## 12        PConc       Ex       TA           No          GLQ        998
## 13       CBlock       TA       TA           No          ALQ        737
## 14        PConc       Gd       TA           Av          Unf          0
## 15       CBlock       TA       TA           No          BLQ        733
## 16       BrkTil       TA       TA           No          Unf          0
## 17       CBlock       TA       TA           No          ALQ        578
## 18         Slab     None     None         None         None          0
## 19        PConc       TA       TA           No          GLQ        646
## 20       CBlock       TA       TA           No          LwQ        504
## 21        PConc       Ex       TA           Av          Unf          0
## 22        PConc       TA       TA           No          Unf          0
## 23        PConc       Gd       TA           No          Unf          0
## 24        PConc       Gd       TA           No          GLQ        840
## 25       CBlock       TA       TA           Mn          Rec        188
## 26        PConc       Gd       TA           No          Unf          0
## 27       CBlock       TA       TA           Mn          BLQ        234
## 28        PConc       Ex       TA           No          GLQ       1218
## 29       CBlock       TA       TA           Gd          BLQ       1277
## 30       BrkTil       TA       TA           No          Unf          0
## 31       BrkTil       TA       TA           No          Unf          0
## 32       CBlock       TA       TA           No          Unf          0
## 33        PConc       Ex       TA           Av          Unf          0
## 34       CBlock       TA       TA           No          Rec       1018
## 35        PConc       Ex       TA           No          GLQ       1153
## 36        PConc       Ex       TA           Av          Unf          0
## 37        PConc       Gd       TA           No          Unf          0
## 38       CBlock       TA       TA           No          Rec       1213
## 39       CBlock       TA       TA           No          GLQ        731
## 40        PConc     None     None         None         None          0
## 41       CBlock       TA       TA           No          Rec        643
## 42       CBlock       TA       TA           Gd          BLQ        967
## 43       CBlock       Gd       TA           Av          ALQ        747
## 44       CBlock       Gd       TA           Av          LwQ        280
## 45       CBlock       TA       TA           No          ALQ        179
## 46        PConc       Ex       TA           No          GLQ        456
## 47        PConc       Ex       TA           No          GLQ       1351
## 48        PConc       Gd       TA           Av          GLQ         24
## 49       BrkTil       TA       TA           No          Unf          0
## 50       CBlock       TA       TA           No          BLQ        763
## 51        PConc       Gd       TA           Av          GLQ        182
## 52        PConc       TA       TA           No          Unf          0
## 53       CBlock       Gd       TA           Gd          LwQ        104
## 54       CBlock       Ex       TA           Gd          GLQ       1810
## 55       CBlock       TA       TA           No          ALQ        384
## 56       CBlock       TA       TA           No          BLQ        490
## 57        PConc       Gd       TA           No          GLQ        649
## 58        PConc       Gd       TA           No          Unf          0
## 59        PConc       Ex       TA           Gd          Unf          0
## 60       CBlock       TA       TA           Av          ALQ        632
## 61        PConc       Gd       TA           No          ALQ        941
## 62       BrkTil       TA       Fa           No          Unf          0
## 63        PConc       Gd       Gd           Mn          GLQ         24
## 64       BrkTil       TA       TA           No          Unf          0
## 65        PConc       Gd       TA           No          GLQ        739
## 66        PConc       Ex       TA           Av          Unf          0
## 67       CBlock       Gd       TA           Gd          GLQ        912
## 68        PConc       Gd       TA           Av          GLQ       1013
## 69       CBlock       TA       TA           No          Unf          0
## 70       CBlock       TA       TA           No          BLQ        603
## 71       CBlock       Gd       TA           Gd          ALQ       1880
## 72       CBlock       TA       TA           No          ALQ        565
## 73        PConc       Gd       TA           No          Unf          0
## 74       CBlock       TA       TA           No          ALQ        320
## 75       CBlock       Fa       TA           No          Unf          0
## 76       CBlock       Gd       TA           Gd          GLQ        462
## 77       CBlock       TA       TA           No          ALQ        228
## 78       CBlock       TA       TA           No          BLQ        336
## 79       CBlock       TA       TA           No          Unf          0
## 80        PConc       TA       TA           No          Unf          0
## 81       CBlock       Gd       TA           No          Rec        448
## 82        PConc       Ex       Gd           No          GLQ       1201
## 83        PConc       Gd       TA           No          GLQ         33
## 84       CBlock       TA       TA           No          Unf          0
## 85        PConc       Gd       TA           No          Unf          0
## 86       CBlock       Gd       TA           No          Unf          0
## 87        PConc       Gd       TA           Av          Unf          0
## 88        PConc       Gd       TA           Av          Unf          0
## 89       CBlock       TA       Fa           No          Unf          0
## 90        PConc       Gd       TA           No          GLQ        588
## 91         Slab     None     None         None         None          0
## 92       CBlock       TA       TA           No          Rec        600
## 93       BrkTil       Gd       TA           No          ALQ        713
## 94       BrkTil       TA       Fa           Mn          Rec       1046
## 95        PConc       Gd       TA           No          GLQ        648
## 96        PConc       Gd       Gd           No          ALQ        310
## 97        PConc       Gd       TA           Av          ALQ       1162
## 98       CBlock       TA       TA           No          Rec        520
## 99       BrkTil       TA       TA           No          ALQ        108
## 100      CBlock       TA       TA           No          ALQ        569
## 101       PConc       TA       TA           Mn          ALQ       1200
## 102      CBlock       Gd       TA           No          Unf          0
## 103        Slab     None     None         None         None          0
## 104       PConc       Gd       TA           No          Unf          0
## 105       PConc       TA       TA           No          LwQ        224
## 106       PConc       Ex       TA           No          Unf          0
## 107      BrkTil       Fa       TA           No          Unf          0
## 108      CBlock       TA       TA           No          ALQ        104
## 109      CBlock       TA       TA           No          Unf          0
## 110      CBlock       Gd       TA           No          BLQ        705
## 111      CBlock       TA       Fa           No          Rec        444
## 112       PConc       Gd       TA           No          GLQ        250
## 113       PConc       Ex       TA           Av          GLQ        984
## 114      CBlock       Gd       TA           Mn          ALQ         35
## 115      CBlock       TA       TA           No          ALQ        774
## 116       PConc       Gd       TA           No          GLQ        419
## 117      CBlock       TA       TA           No          LwQ        170
## 118       PConc       Gd       TA           No          Unf          0
## 119       PConc       Gd       TA           Mn          GLQ       1470
## 120       PConc       Gd       TA           No          Unf          0
## 121      CBlock       TA       TA           Gd          ALQ        938
## 122       PConc       TA       TA           No          Unf          0
## 123      CBlock       TA       TA           No          BLQ        570
## 124       PConc       Gd       TA           No          GLQ        300
## 125      CBlock       Gd       Fa           No          Unf          0
## 126      CBlock       TA       TA           Av          GLQ        490
## 127      CBlock       Gd       TA           No          ALQ        120
## 128      BrkTil       TA       TA           No          LwQ        116
## 129      CBlock       TA       TA           No          BLQ        512
## 130      CBlock       TA       TA           No          Rec        567
## 131      CBlock       TA       TA           No          Rec        445
## 132       PConc       Gd       TA           No          GLQ        695
## 133      CBlock       TA       TA           No          Rec        405
## 134       PConc       Ex       TA           No          GLQ       1005
## 135      CBlock       TA       TA           No          Rec        570
## 136       PConc       TA       TA           No          Unf          0
## 137      CBlock       TA       TA           No          BLQ        695
## 138      CBlock       TA       TA           No          Unf          0
## 139       PConc       Gd       TA           Mn          GLQ        668
## 140       PConc       Gd       TA           No          GLQ        821
## 141      CBlock       TA       TA           No          ALQ        432
## 142       PConc       Gd       TA           Av          GLQ       1300
## 143      CBlock       TA       TA           No          Rec        507
## 144       PConc       Gd       TA           Gd          GLQ        679
## 145      CBlock       TA       TA           No          Rec       1332
## 146       PConc       Gd       TA           No          Unf          0
## 147      BrkTil       TA       TA           No          BLQ        209
## 148       PConc       Gd       TA           No          Unf          0
## 149       PConc       Gd       TA           No          GLQ        680
## 150      BrkTil       Gd       TA           No          Unf          0
## 151      CBlock       TA       TA           Av          BLQ        716
## 152       PConc       Ex       TA           Gd          GLQ       1400
## 153      CBlock       TA       TA           No          Rec        416
## 154      CBlock       Gd       TA           Gd          BLQ        429
## 155      BrkTil       TA       TA           No          Unf          0
## 156      BrkTil       TA       TA           No          Unf          0
## 157      CBlock     None     None         None         None          0
## 158       PConc       Ex       TA           No          Unf          0
## 159       PConc       Gd       TA           No          GLQ        222
## 160       PConc       Gd       TA           Mn          GLQ         57
## 161       PConc       Gd       TA           No          BLQ        660
## 162       PConc       Ex       TA           Av          GLQ       1016
## 163       PConc       Gd       TA           Mn          BLQ       1201
## 164      CBlock       TA       TA           No          Unf          0
## 165      BrkTil       TA       TA           Mn          LwQ        370
## 166      BrkTil       TA       TA           No          ALQ        351
## 167      CBlock       TA       TA           No          LwQ        379
## 168       PConc       Ex       TA           No          GLQ       1288
## 169       PConc       Gd       TA           No          Unf          0
## 170      CBlock       Gd       TA           No          Unf          0
## 171      CBlock       TA       TA           No          Rec        360
## 172      CBlock       TA       Gd           Gd          BLQ        639
## 173       PConc       Gd       Gd           No          GLQ        495
## 174      CBlock       TA       TA           No          ALQ        288
## 175      CBlock       Gd       Fa           No          ALQ       1398
## 176      CBlock       TA       Gd           Av          ALQ        477
## 177       PConc       Gd       TA           No          GLQ        831
## 178      CBlock       TA       TA           No          ALQ         57
## 179       PConc       Ex       TA           No          GLQ       1904
## 180      CBlock       TA       TA           No          Unf          0
## 181       PConc       Gd       TA           No          GLQ        436
## 182      BrkTil       Fa       TA           No          LwQ        352
## 183       PConc     None     None         None         None          0
## 184       PConc       Gd       TA           No          Unf          0
## 185       PConc       Fa       TA           No          Unf          0
## 186      BrkTil       TA       TA           Mn          Unf          0
## 187       PConc       Gd       TA           Av          GLQ        611
## 188      CBlock       Fa       TA           No          Unf          0
## 189      CBlock       Gd       TA           Av          GLQ       1086
## 190       PConc       Ex       TA           Av          GLQ       1153
## 191      CBlock       Gd       Gd           No          Rec        297
## 192      CBlock       TA       TA           No          ALQ        626
## 193       PConc       Gd       TA           Av          GLQ        560
## 194       PConc       Gd       TA           No          Unf          0
## 195      CBlock       TA       TA           Av          ALQ        390
## 196      CBlock       Gd       TA           No          ALQ        566
## 197       PConc       Ex       TA           No          GLQ       1126
## 198       PConc       TA       TA           No          GLQ       1036
## 199      CBlock       TA       TA           No          Unf          0
## 200       PConc       Ex       TA           Av          GLQ       1088
## 201       PConc       Gd       TA           No          Unf          0
## 202      CBlock       TA       TA           No          ALQ        641
## 203      BrkTil       Fa       TA           No          LwQ        617
## 204       PConc       Gd       TA           Av          GLQ        662
## 205      CBlock       TA       TA           No          LwQ        312
## 206       PConc       Gd       TA           No          Unf          0
## 207      CBlock       TA       TA           No          Unf          0
## 208       PConc       TA       TA           No          ALQ        419
## 209      CBlock       Gd       TA           Gd          GLQ       1065
## 210      CBlock       Gd       TA           No          Rec        787
## 211      CBlock       TA       TA           No          Rec        468
## 212       PConc       Gd       TA           Mn          GLQ         36
## 213       PConc       Gd       TA           No          GLQ        822
## 214       PConc       Gd       TA           No          ALQ        716
## 215      CBlock       Gd       TA           No          GLQ        378
## 216      CBlock       TA       TA           No          BLQ        360
## 217       PConc       Gd       TA           Mn          GLQ        946
## 218      CBlock       TA       TA           No          Unf          0
## 219      CBlock       TA       TA           No          BLQ        341
## 220       PConc       Gd       TA           Av          GLQ         16
## 221       PConc       Gd       TA           Mn          Unf          0
## 222       PConc       Gd       TA           No          Unf          0
## 223      CBlock       Gd       TA           No          ALQ        550
## 224      CBlock       TA       TA           No          ALQ        524
## 225       PConc       Ex       TA           Gd          GLQ         56
## 226      CBlock       TA       TA           No          Unf          0
## 227       PConc       Gd       TA           No          GLQ        565
## 228      CBlock       TA       TA           No          Rec        321
## 229      CBlock       TA       TA           No          ALQ        842
## 230       PConc       Gd       TA           Av          GLQ         16
## 231      CBlock       TA       TA           No          Unf          0
## 232       PConc       Gd       TA           No          GLQ        689
## 233      CBlock       TA       TA           No          Unf          0
## 234      CBlock       TA       Gd           Av          LwQ        182
## 235       PConc       Gd       TA           No          GLQ        625
## 236      CBlock       TA       TA           No          ALQ        358
## 237       PConc       Gd       TA           Av          GLQ         24
## 238       PConc       Gd       TA           No          BLQ        402
## 239       PConc       Ex       TA           No          Unf          0
## 240      CBlock       TA       Fa           No          LwQ         94
## 241       PConc       Gd       TA           Av          GLQ       1078
## 242      CBlock       TA       TA           No          ALQ        329
## 243      BrkTil       TA       TA           No          Unf          0
## 244      CBlock       Gd       TA           No          Unf          0
## 245       PConc       Gd       TA           No          GLQ        695
## 246      CBlock       Gd       TA           Av          GLQ        929
## 247       Stone       Fa       TA           No          Unf          0
## 248      CBlock       TA       TA           No          Unf          0
## 249       PConc       Gd       TA           No          Unf          0
## 250      CBlock       Gd       TA           Gd          Rec        697
## 251      CBlock       TA       TA           No          Unf          0
## 252       PConc       Gd       TA           Gd          GLQ       1573
## 253       PConc       Gd       TA           No          Unf          0
## 254      CBlock       Gd       TA           Gd          LwQ        270
## 255      CBlock       TA       TA           No          Rec        922
## 256       PConc       Gd       TA           No          Unf          0
## 257       PConc       Gd       TA           No          Rec        503
## 258       PConc       Gd       TA           No          GLQ       1334
## 259       PConc       Gd       TA           No          GLQ        361
## 260       PConc     None     None         None         None          0
## 261      CBlock       TA       TA           Gd          Rec        672
## 262       PConc       Ex       TA           No          Unf          0
## 263      CBlock       Gd       Gd           Av          ALQ        506
## 264      BrkTil       TA       TA           No          LwQ        234
## 265      BrkTil       Fa       TA           No          Unf          0
## 266      CBlock       Gd       TA           No          GLQ        588
## 267       PConc       Gd       TA           Av          GLQ        714
## 268       PConc       TA       TA           No          LwQ        378
## 269      CBlock       TA       TA           No          ALQ        403
## 270      CBlock       TA       Gd           No          BLQ        751
## 271       PConc       Gd       TA           Mn          Unf          0
## 272      CBlock       Gd       TA           Gd          LwQ        226
## 273       PConc       Gd       TA           No          GLQ        524
## 274      CBlock       TA       TA           No          Rec        620
## 275      CBlock       TA       TA           Gd          ALQ        546
## 276      BrkTil       TA       TA           No          Unf          0
## 277       PConc       Ex       TA           No          Unf          0
## 278      CBlock       TA       TA           No          LwQ        120
## 279       PConc       Ex       TA           Gd          Unf          0
## 280      CBlock       Gd       TA           No          BLQ        392
## 281      CBlock       Gd       TA           Av          GLQ        421
## 282       PConc       Gd       TA           No          GLQ        905
## 283       PConc       Gd       TA           No          GLQ        904
## 284       PConc       Gd       TA           No          Unf          0
## 285       PConc       Gd       TA           No          GLQ        430
## 286       PConc       Gd       TA           No          Unf          0
## 287      CBlock       TA       TA           No          Rec        600
## 288      CBlock       TA       TA           No          BLQ        614
## 289      CBlock       TA       TA           No          BLQ        450
## 290      BrkTil       TA       TA           No          Unf          0
## 291       PConc       Gd       TA           Av          Unf          0
## 292       PConc       TA       Fa           No          Rec        210
## 293      CBlock       TA       TA           No          LwQ        292
## 294      CBlock       TA       TA           No          ALQ        795
## 295      CBlock       TA       TA           No          GLQ       1285
## 296      CBlock       TA       TA           Av          GLQ        819
## 297      CBlock       TA       TA           No          BLQ        420
## 298       PConc       Gd       TA           No          BLQ        649
## 299      CBlock       TA       TA           No          ALQ        384
## 300      CBlock       TA       TA           No          Unf          0
## 301      CBlock       TA       TA           Mn          BLQ        841
## 302       PConc       Gd       TA           No          GLQ        281
## 303       PConc       Gd       TA           No          Unf          0
## 304       PConc       TA       TA           No          ALQ        894
## 305      BrkTil       TA       TA           No          Unf          0
## 306       PConc       Gd       TA           No          GLQ       1464
## 307      CBlock       Gd       TA           No          ALQ        700
## 308      CBlock       TA       TA           No          Unf          0
## 309      CBlock       TA       TA           No          BLQ        262
## 310       PConc       Ex       TA           Gd          GLQ       1274
## 311       PConc       Gd       TA           No          ALQ        518
## 312      CBlock       TA       TA           No          ALQ        680
## 313      CBlock       Gd       TA           Mn          Rec        507
## 314      CBlock       Gd       TA           Gd          ALQ       1236
## 315      BrkTil       TA       Gd           No          LwQ         16
## 316       PConc       Gd       TA           No          GLQ        425
## 317      CBlock       Gd       TA           No          GLQ        692
## 318       PConc       Gd       TA           Av          Unf          0
## 319       PConc       Gd       TA           Gd          GLQ        987
## 320      CBlock       Gd       TA           Av          GLQ       1036
## 321       PConc       Ex       Gd           Av          Unf          0
## 322       PConc       Ex       TA           Av          GLQ        970
## 323      CBlock       TA       TA           Gd          LwQ         28
## 324      CBlock       TA       TA           No          ALQ        256
## 325      CBlock       Gd       TA           No          Unf          0
## 326      CBlock       TA       TA           Av          BLQ        116
## 327       PConc       Gd       TA           Gd          GLQ       1619
## 328      CBlock       TA       TA           No          Rec        565
## 329      BrkTil       TA       TA           No          Unf          0
## 330       PConc       TA       TA           Mn          Unf          0
## 331      CBlock       TA       TA           No          GLQ         40
## 332      CBlock       TA       TA           No          Rec        846
## 333       PConc       Gd       TA           No          GLQ       1124
## 334       PConc       Gd       TA           Av          GLQ        720
## 335       PConc       Gd       TA           Gd          GLQ        828
## 336      CBlock       TA       TA           Gd          ALQ       1249
## 337       PConc       Ex       TA           Gd          GLQ       1249
## 338       PConc       Gd       TA           Av          GLQ        810
## 339      CBlock       Gd       TA           Mn          ALQ        213
## 340      CBlock       TA       Fa           No          Rec        585
## 341       PConc       Gd       TA           No          Unf          0
## 342      CBlock       TA       Fa           No          Unf          0
## 343        Slab     None     None         None         None          0
## 344       PConc       Ex       TA           No          GLQ         28
## 345      CBlock       Gd       TA           No          Rec        129
## 346      BrkTil       TA       TA           No          Unf          0
## 347      CBlock       TA       TA           Mn          BLQ        498
## 348      CBlock       TA       TA           No          BLQ       1270
## 349       PConc       Gd       TA           No          GLQ        573
## 350       PConc       Ex       TA           No          GLQ       1410
## 351       PConc       Ex       TA           No          Unf          0
## 352       PConc       Gd       TA           Gd          GLQ       1082
## 353      CBlock       TA       Fa           Mn          LwQ        236
## 354      BrkTil       TA       TA           No          Unf          0
## 355      CBlock       TA       TA           No          LwQ        388
## 356       PConc       Gd       Gd           No          ALQ        334
## 357       PConc       Gd       TA           No          GLQ        560
## 358       PConc       Gd       TA           No          ALQ        874
## 359      CBlock       TA       TA           Av          BLQ        300
## 360       PConc       Gd       TA           Av          GLQ        956
## 361      CBlock       Gd       TA           Av          GLQ        773
## 362      CBlock       TA       TA           No          Rec        399
## 363        Slab     None     None         None         None          0
## 364      CBlock       TA       TA           No          ALQ        162
## 365       PConc       Gd       TA           Mn          GLQ        712
## 366      CBlock       TA       Fa           No          Rec        456
## 367      CBlock       Gd       TA           No          BLQ        609
## 368      CBlock       Gd       TA           Gd          GLQ        371
## 369       PConc       TA       TA           No          LwQ        540
## 370      CBlock       TA       TA           No          ALQ         72
## 371       PConc       Gd       TA           No          Unf          0
## 372      CBlock     None     None         None         None          0
## 373      CBlock       Gd       TA           No          ALQ        623
## 374       PConc       TA       TA           No          BLQ        428
## 375       PConc       Gd       TA           No          Unf          0
## 376      BrkTil       Fa       Po           Gd          BLQ        350
## 377       PConc       Gd       TA           Av          GLQ        298
## 378       PConc       Gd       TA           No          Unf          0
## 379       PConc       Ex       TA           Av          GLQ       1445
## 380       PConc       Gd       TA           No          Unf          0
## 381      BrkTil       TA       TA           No          LwQ        218
## 382       PConc       Gd       Gd           No          Unf          0
## 383       PConc       Gd       TA           Av          Unf          0
## 384      BrkTil       Fa       Fa           No          Unf          0
## 385       PConc       Gd       TA           Av          GLQ        985
## 386       PConc       Gd       TA           No          GLQ         24
## 387       PConc       TA       TA           No          Unf          0
## 388      CBlock       TA       TA           Av          ALQ        631
## 389       PConc       Gd       TA           No          Unf          0
## 390       PConc       Ex       TA           Av          GLQ       1280
## 391      BrkTil       TA       Gd           No          Rec        241
## 392       PConc       Ex       TA           No          ALQ        690
## 393        Slab     None     None         None         None          0
## 394      CBlock       TA       TA           No          Rec        266
## 395      CBlock       TA       TA           No          Unf          0
## 396      CBlock       TA       TA           Av          BLQ        739
## 397      CBlock       TA       TA           Av          Rec        777
## 398      CBlock       TA       TA           No          ALQ        540
## 399      BrkTil       Fa       Po           No          Unf          0
## 400       PConc       Gd       TA           No          GLQ        812
## 401       PConc       Gd       TA           No          GLQ        786
## 402       PConc       Gd       TA           Av          GLQ         24
## 403       PConc       TA       TA           No          Unf          0
## 404       PConc       Gd       TA           No          Unf          0
## 405       PConc       Gd       TA           No          Unf          0
## 406      CBlock       TA       TA           No          BLQ       1116
## 407      BrkTil       TA       TA           No          Unf          0
## 408      BrkTil       Gd       TA           No          Unf          0
## 409       PConc       Ex       Gd           No          Unf          0
## 410       PConc       Ex       TA           No          GLQ        789
## 411      CBlock       TA       Fa           No          Unf          0
## 412      CBlock       TA       TA           Mn          Rec       1056
## 413       PConc       Ex       TA           Av          GLQ        578
## 414      CBlock       TA       TA           No          Unf          0
## 415       PConc       Gd       TA           No          BLQ         50
## 416       PConc       Gd       TA           Av          GLQ         24
## 417      CBlock       TA       TA           No          ALQ        209
## 418      BrkTil       Gd       TA           No          BLQ       1128
## 419      BrkTil       TA       TA           No          ALQ        312
## 420      CBlock       TA       TA           No          BLQ        775
## 421       PConc       Gd       Gd           Gd          GLQ       1309
## 422      CBlock       Gd       TA           No          ALQ       1246
## 423      CBlock       TA       TA           No          Unf          0
## 424       PConc       Gd       TA           No          GLQ        986
## 425      CBlock       Gd       TA           No          LwQ        616
## 426      CBlock       TA       TA           No          Unf          0
## 427       PConc       Gd       TA           Gd          GLQ       1518
## 428      CBlock       TA       TA           No          Rec        288
## 429       PConc       Gd       TA           No          GLQ        664
## 430      CBlock       Gd       TA           Mn          GLQ       1005
## 431      CBlock       TA       TA           No          ALQ        387
## 432      BrkTil       TA       TA           No          Unf          0
## 433      CBlock       TA       TA           No          ALQ        471
## 434       PConc       Gd       TA           No          Unf          0
## 435      CBlock       Gd       TA           Av          ALQ        495
## 436       PConc       Gd       TA           Av          GLQ        385
## 437      BrkTil       Fa       TA           No          Unf          0
## 438       PConc       TA       TA           No          Unf          0
## 439       PConc       TA       TA           No          LwQ        365
## 440      BrkTil       TA       Fa           Mn          Unf          0
## 441       PConc       Ex       TA           Gd          GLQ       1767
## 442      CBlock       TA       TA           No          ALQ        133
## 443       PConc       TA       TA           No          Unf          0
## 444       PConc       Ex       TA           Av          Unf          0
## 445       PConc       Gd       TA           No          GLQ        642
## 446      CBlock       TA       TA           No          Unf          0
## 447      CBlock       TA       TA           No          ALQ        247
## 448       PConc       Gd       TA           No          Unf          0
## 449      BrkTil       TA       TA           No          Unf          0
## 450      CBlock       TA       TA           No          ALQ        331
## 451      BrkTil       TA       TA           No          Unf          0
## 452      CBlock       Gd       TA           Gd          ALQ        655
## 453       PConc       Ex       TA           No          ALQ        742
## 454       PConc       Gd       TA           No          Unf          0
## 455      CBlock       TA       TA           No          ALQ       1606
## 456      CBlock       TA       TA           No          ALQ        916
## 457      BrkTil       TA       TA           No          Unf          0
## 458      CBlock       Gd       TA           Gd          BLQ       1116
## 459       PConc       TA       TA           No          Unf          0
## 460      CBlock       TA       TA           No          LwQ        185
## 461       PConc       Gd       TA           No          GLQ        544
## 462       PConc       Gd       Gd           No          ALQ        350
## 463      CBlock       TA       TA           No          Rec        553
## 464      CBlock       TA       TA           No          LwQ        326
## 465      CBlock       Gd       TA           No          Rec        616
## 466       PConc       Gd       TA           No          Unf          0
## 467      CBlock       TA       Gd           Gd          GLQ        778
## 468      CBlock       TA       TA           No          LwQ        386
## 469       PConc       Gd       TA           No          Unf          0
## 470       PConc       Gd       TA           No          GLQ        426
## 471       PConc       Gd       TA           Av          GLQ        368
## 472      CBlock       Gd       TA           No          Unf          0
## 473       PConc       Gd       TA           Gd          GLQ        459
## 474       PConc       Ex       TA           Gd          GLQ       1350
## 475       PConc       Gd       TA           Av          GLQ       1196
## 476      CBlock       TA       TA           No          GLQ        630
## 477       PConc       Gd       TA           Gd          GLQ        994
## 478       PConc       Gd       TA           Av          Unf          0
## 479       PConc       Ex       TA           Gd          GLQ       1288
## 480      BrkTil       Fa       TA           No          Rec        168
## 481       PConc       Ex       TA           Gd          GLQ       1261
## 482       PConc       Ex       TA           Gd          GLQ       1567
## 483       PConc       TA       TA           No          ALQ        299
## 484       PConc       Ex       TA           No          GLQ        897
## 485      CBlock       TA       TA           No          ALQ        588
## 486      CBlock       TA       TA           No          ALQ        607
## 487      CBlock       TA       TA           No          ALQ        836
## 488      CBlock       Gd       TA           Av          ALQ        998
## 489      CBlock       TA       Fa           No          BLQ        664
## 490      CBlock       Gd       TA           Av          GLQ        515
## 491       PConc       Gd       TA           Mn          Unf          0
## 492      CBlock       TA       TA           No          BLQ        403
## 493       PConc       Gd       TA           No          Unf          0
## 494      CBlock       TA       TA           No          BLQ        374
## 495      BrkTil       Fa       TA           No          Unf          0
## 496      CBlock       TA       TA           No          Rec        495
## 497       PConc       Gd       TA           No          GLQ       1231
## 498       PConc       TA       TA           No          Rec        329
## 499       PConc       TA       TA           No          ALQ        450
## 500      CBlock       TA       TA           No          BLQ        111
## 501      CBlock       TA       TA           No          BLQ        356
## 502       PConc       Gd       TA           No          GLQ        400
## 503      CBlock       TA       TA           No          ALQ        698
## 504      CBlock       TA       TA           No          ALQ       1247
## 505      CBlock       TA       TA           No          ALQ        257
## 506      CBlock       TA       TA           No          Unf          0
## 507       PConc       Gd       TA           No          GLQ        380
## 508       PConc       Gd       TA           No          GLQ         27
## 509      BrkTil       TA       TA           No          Rec        141
## 510      CBlock       TA       TA           No          ALQ        991
## 511      CBlock       TA       TA           No          BLQ        650
## 512       PConc       Gd       TA           No          Unf          0
## 513      CBlock       TA       TA           No          BLQ        521
## 514       PConc       TA       TA           No          ALQ        336
## 515      BrkTil       TA       TA           No          Unf          0
## 516      CBlock       Ex       TA           No          GLQ       1436
## 517      CBlock       TA       TA           No          Unf          0
## 518       PConc       Gd       TA           No          Unf          0
## 519       PConc       Gd       TA           Mn          GLQ        706
## 520      BrkTil       Gd       TA           No          Unf          0
## 521      BrkTil     None     None         None         None          0
## 522      CBlock       TA       TA           No          Rec        777
## 523      CBlock       TA       TA           No          ALQ        399
## 524       PConc       Gd       TA           No          GLQ        719
## 525       PConc       Gd       TA           No          Unf          0
## 526      CBlock       Gd       TA           No          Rec        377
## 527       PConc       Ex       TA           Av          GLQ       1330
## 528      BrkTil       TA       TA           Mn          ALQ        348
## 529       PConc       TA       TA           No          Rec       1219
## 530      CBlock       Gd       TA           Av          GLQ        783
## 531      BrkTil       Fa       Fa           Mn          Unf          0
## 532        Slab     None     None         None         None          0
## 533        Slab     None     None         None         None          0
## 534       PConc       Ex       Gd           Av          Unf          0
## 535      CBlock       Gd       TA           Gd          GLQ        969
## 536       PConc       Gd       TA           Av          Unf          0
## 537      CBlock       TA       TA           No          BLQ        600
## 538      CBlock       TA       TA           No          BLQ        673
## 539       PConc       Gd       TA           Av          GLQ       1358
## 540       PConc       Ex       TA           Av          GLQ       1260
## 541       PConc       Gd       TA           No          Unf          0
## 542       PConc       Ex       TA           No          LwQ        144
## 543       PConc       Gd       TA           Av          GLQ        584
## 544       PConc       Gd       Gd           Av          GLQ        554
## 545       PConc       Gd       Gd           No          GLQ       1002
## 546      BrkTil       Gd       TA           No          Rec        300
## 547      CBlock       Gd       TA           Av          ALQ        619
## 548      CBlock       TA       TA           No          LwQ        180
## 549       PConc       Gd       TA           No          Unf          0
## 550      CBlock       Gd       TA           No          ALQ        559
## 551      CBlock       TA       TA           No          Rec        308
## 552       PConc       Ex       TA           Av          Unf          0
## 553      CBlock     None     None         None         None          0
## 554       PConc       Gd       TA           No          GLQ        866
## 555      BrkTil       TA       Fa           No          Unf          0
## 556      CBlock       TA       TA           No          Rec        895
## 557      CBlock       TA       TA           No          Rec        637
## 558       PConc       Gd       TA           Gd          GLQ        604
## 559       PConc       Gd       TA           Gd          Unf          0
## 560      CBlock       Gd       TA           No          ALQ       1302
## 561      CBlock       Gd       TA           Av          ALQ       1071
## 562      CBlock       TA       TA           No          BLQ        290
## 563      BrkTil       Gd       TA           Mn          Unf          0
## 564       PConc       Gd       TA           No          GLQ        728
## 565       PConc       Gd       TA           No          Unf          0
## 566       PConc       Gd       Gd           No          Unf          0
## 567       PConc       Gd       TA           No          GLQ          2
## 568      CBlock       Gd       TA           Gd          GLQ       1441
## 569      CBlock       Gd       TA           Gd          GLQ        943
## 570      CBlock       TA       TA           No          LwQ        231
## 571      CBlock       TA       TA           No          BLQ        414
## 572       PConc       Ex       TA           Av          Unf          0
## 573       PConc       Gd       TA           No          Unf          0
## 574      CBlock       TA       TA           Av          ALQ        349
## 575      CBlock       TA       TA           No          Rec        442
## 576      BrkTil       TA       TA           No          Unf          0
## 577      CBlock       TA       TA           Av          LwQ        328
## 578       PConc       Gd       TA           No          Unf          0
## 579      BrkTil       TA       TA           No          Unf          0
## 580      CBlock       TA       TA           No          BLQ        594
## 581       PConc       Ex       TA           No          Unf          0
## 582      CBlock       Gd       TA           Av          GLQ        816
## 583      BrkTil       TA       TA           No          Unf          0
## 584      BrkTil       TA       TA           No          Unf          0
## 585       PConc       Ex       TA           Gd          GLQ       1460
## 586      BrkTil       TA       Gd           Mn          Rec        210
## 587      CBlock       TA       TA           Av          ALQ        672
## 588      CBlock       TA       TA           Gd          GLQ       1324
## 589      BrkTil       TA       TA           No          Unf          0
## 590       PConc       Gd       TA           No          GLQ        490
## 591       PConc       Ex       TA           Gd          GLQ       1338
## 592       PConc       TA       Gd           No          GLQ        816
## 593       PConc       Gd       TA           Av          GLQ        685
## 594      CBlock       Gd       TA           No          Unf          0
## 595       PConc       Gd       TA           Gd          GLQ       1422
## 596      CBlock       TA       TA           No          Unf          0
## 597       PConc       Ex       TA           Av          Unf          0
## 598      CBlock       Gd       TA           Mn          ALQ       1283
## 599      CBlock       Gd       TA           No          LwQ         81
## 600       PConc       Gd       TA           Av          GLQ        546
## 601       PConc       TA       TA           No          Unf          0
## 602       PConc       Gd       TA           Mn          GLQ        789
## 603       PConc       Gd       TA           No          Unf          0
## 604       PConc       Gd       TA           Mn          GLQ        922
## 605      CBlock       TA       TA           No          BLQ        454
## 606       PConc       Gd       TA           No          GLQ        732
## 607      CBlock       TA       Gd           No          GLQ        603
## 608       PConc       Gd       TA           Mn          BLQ        428
## 609      CBlock       TA       TA           Mn          Rec        903
## 610       PConc       Ex       TA           Mn          GLQ        904
## 611      CBlock       Gd       TA           Av          ALQ        605
## 612       PConc       Gd       TA           Av          GLQ        990
## 613       PConc       Gd       TA           No          ALQ        206
## 614      CBlock       Gd       TA           Av          LwQ        150
## 615       PConc       TA       TA           Gd          GLQ        763
## 616       PConc       Gd       TA           No          GLQ        457
## 617      CBlock       TA       TA           No          Unf          0
## 618       PConc       Ex       TA           Av          GLQ         48
## 619       PConc       Gd       TA           Gd          GLQ        871
## 620      BrkTil       TA       TA           No          BLQ         41
## 621      CBlock       TA       TA           No          ALQ        956
## 622      CBlock       TA       TA           No          BLQ        560
## 623       PConc       Gd       TA           No          GLQ        420
## 624      CBlock       TA       TA           No          Rec        247
## 625      CBlock       TA       TA           No          Unf          0
## 626      CBlock       TA       TA           No          Unf          0
## 627      CBlock       TA       TA           Av          BLQ        674
## 628       PConc       Gd       TA           Av          Rec        650
## 629      CBlock       TA       TA           Gd          GLQ        624
## 630      BrkTil       Fa       Fa           No          Unf          0
## 631       PConc       Gd       Gd           Mn          GLQ         24
## 632      CBlock       TA       TA           No          ALQ        822
## 633      CBlock       TA       TA           No          BLQ        480
## 634      CBlock       TA       TA           No          GLQ       1056
## 635      CBlock       TA       Fa           No          LwQ        256
## 636      BrkTil       TA       Fa           No          Unf          0
## 637      CBlock       TA       TA           No          Unf          0
## 638      CBlock       Fa       TA           No          Unf          0
## 639       PConc       Gd       Gd           Av          GLQ       1154
## 640       PConc       Ex       TA           Gd          GLQ       1218
## 641       PConc       Gd       TA           No          GLQ        738
## 642      CBlock       Gd       TA           Gd          GLQ       1410
## 643      CBlock       TA       TA           No          Rec        493
## 644       PConc       Ex       TA           Mn          GLQ       1121
## 645      CBlock       TA       TA           No          ALQ        282
## 646      CBlock     None     None         None         None          0
## 647      CBlock       TA       TA           Mn          Rec        500
## 648      CBlock       TA       TA           No          Unf          0
## 649      CBlock       Gd       TA           Av          BLQ        131
## 650       PConc       Gd       TA           No          Unf          0
## 651      CBlock       TA       TA           Mn          Unf          0
## 652       PConc       Gd       TA           No          Unf          0
## 653      CBlock       TA       TA           No          Unf          0
## 654       PConc       Gd       TA           Gd          GLQ       1696
## 655      CBlock       TA       TA           No          Unf          0
## 656      CBlock       TA       TA           No          ALQ        806
## 657      BrkTil       Gd       TA           No          Unf          0
## 658      CBlock       TA       TA           No          Unf          0
## 659       PConc       TA       TA           No          BLQ        637
## 660      CBlock       Gd       TA           No          Unf          0
## 661       PConc       Gd       Gd           No          GLQ       1361
## 662      CBlock       Fa       Fa           No          Unf          0
## 663      CBlock       Gd       TA           Av          BLQ        920
## 664       PConc       Ex       TA           Mn          GLQ       1721
## 665       PConc       Gd       TA           No          Unf          0
## 666      CBlock       Gd       TA           No          LwQ        187
## 667       PConc       Gd       TA           No          GLQ       1138
## 668      CBlock       TA       TA           No          Rec        988
## 669      BrkTil       Fa       TA           No          Unf          0
## 670       PConc       Gd       TA           No          GLQ        193
## 671      BrkTil       TA       TA           No          BLQ        551
## 672      CBlock       Gd       TA           No          ALQ        767
## 673       PConc       TA       TA           No          GLQ       1186
## 674      CBlock       TA       TA           No          Rec        892
## 675      CBlock       TA       TA           No          ALQ        311
## 676      BrkTil       TA       Fa           No          Unf          0
## 677      BrkTil       TA       TA           No          Unf          0
## 678       PConc       Ex       TA           Mn          Unf          0
## 679      CBlock       TA       TA           No          Rec        827
## 680      CBlock       Gd       TA           No          BLQ        543
## 681      BrkTil       TA       TA           No          Rec        182
## 682       PConc       Gd       TA           Mn          GLQ       1003
## 683       PConc       Gd       TA           Av          GLQ       1059
## 684       PConc       Gd       TA           No          Unf          0
## 685      CBlock       Gd       TA           Mn          GLQ        828
## 686       PConc       Gd       TA           No          Unf          0
## 687       PConc       Gd       TA           No          GLQ        239
## 688       PConc       Gd       TA           Av          GLQ        945
## 689       PConc       Gd       TA           Av          ALQ         20
## 690       PConc       Gd       TA           Gd          GLQ        697
## 691       PConc       Ex       TA           Gd          GLQ       1455
## 692       PConc       Gd       TA           Gd          GLQ        965
## 693      BrkTil       TA       TA           No          Unf          0
## 694      BrkTil       TA       TA           No          Unf          0
## 695      CBlock       Gd       Gd           No          GLQ        980
## 696      CBlock       TA       TA           No          LwQ        616
## 697       PConc       Ex       Gd           Mn          LwQ        210
## 698      CBlock       TA       TA           No          GLQ        553
## 699       PConc       Gd       TA           Mn          GLQ         16
## 700       PConc       Ex       TA           Gd          GLQ       1274
## 701      CBlock       TA       TA           No          Unf          0
## 702       PConc       Ex       Gd           No          Unf          0
## 703      BrkTil       Gd       TA           No          Unf          0
## 704       PConc       Gd       TA           Av          GLQ        712
## 705        Slab     None     None         None         None          0
## 706      CBlock       Gd       TA           Gd          GLQ       1219
## 707       PConc       Gd       TA           No          GLQ        863
## 708       PConc       Gd       TA           Av          Unf          0
## 709       PConc       TA       TA           No          Unf          0
## 710      CBlock       TA       TA           No          Unf          0
## 711       Stone       TA       TA           Mn          Unf          0
## 712       PConc       Gd       TA           Mn          GLQ        767
## 713      CBlock       TA       TA           Av          ALQ        789
## 714      CBlock       TA       TA           No          GLQ        533
## 715      CBlock       Gd       TA           No          Unf          0
## 716      BrkTil       TA       TA           No          Unf          0
## 717      CBlock       Gd       TA           No          BLQ       1084
## 718       PConc       Gd       TA           Gd          GLQ       1173
## 719      CBlock       Gd       TA           Gd          ALQ        523
## 720       PConc       Gd       TA           Gd          GLQ       1148
## 721       PConc       Gd       TA           Av          GLQ        662
## 722      CBlock       TA       TA           No          ALQ        191
## 723       PConc       TA       TA           No          Unf          0
## 724       PConc       Ex       TA           No          GLQ       1234
## 725      CBlock       TA       TA           No          ALQ        375
## 726      CBlock       Gd       TA           No          GLQ        808
## 727       PConc       Gd       TA           Av          GLQ        724
## 728      CBlock       TA       TA           No          Unf          0
## 729      CBlock       TA       TA           No          BLQ        152
## 730       PConc       Gd       TA           No          GLQ       1180
## 731       PConc       Ex       TA           Av          GLQ        786
## 732       PConc       Gd       TA           Av          ALQ        252
## 733      CBlock       TA       TA           No          BLQ        594
## 734       PConc       TA       TA           No          Unf          0
## 735      BrkTil       Gd       TA           Mn          Rec        390
## 736      CBlock     None     None         None         None          0
## 737       PConc       Gd       TA           No          Unf          0
## 738      CBlock       Gd       Gd           Gd          GLQ       1200
## 739       PConc       Gd       TA           No          Unf          0
## 740      BrkTil       Fa       Fa           No          Unf          0
## 741      CBlock       TA       TA           Mn          GLQ        832
## 742       PConc       Gd       TA           No          Unf          0
## 743      CBlock       Gd       TA           Av          ALQ        444
## 744       PConc       Gd       TA           No          GLQ        733
## 745      CBlock       TA       Gd           No          GLQ        575
## 746       PConc       Gd       TA           No          GLQ        300
## 747       Stone       TA       Fa           No          Unf          0
## 748       PConc       Gd       TA           No          GLQ        919
## 749        Slab     None     None         None         None          0
## 750      BrkTil       TA       Fa           No          Unf          0
## 751       PConc       Gd       TA           No          Unf          0
## 752       PConc       Gd       TA           Gd          GLQ       1200
## 753       PConc       Gd       TA           Mn          Unf          0
## 754      CBlock       TA       TA           No          GLQ        439
## 755       PConc       Gd       TA           No          GLQ        381
## 756       PConc       Gd       TA           Av          GLQ         20
## 757      CBlock       TA       TA           Mn          Rec        438
## 758       PConc       Gd       TA           No          ALQ        549
## 759       PConc       Gd       TA           Av          LwQ         56
## 760      CBlock       TA       TA           No          Rec        612
## 761       PConc       TA       TA           Mn          LwQ        405
## 762       PConc       Gd       TA           Mn          GLQ         24
## 763       PConc       Gd       TA           Mn          GLQ       1163
## 764       PConc       Gd       Gd           Av          LwQ        437
## 765       PConc       Gd       TA           No          Unf          0
## 766      CBlock       Gd       TA           No          GLQ        394
## 767      CBlock       Gd       TA           Mn          ALQ        660
## 768       PConc       Gd       TA           No          GLQ         24
## 769       PConc       Gd       TA           Gd          ALQ       1416
## 770      CBlock       Gd       TA           Av          GLQ        685
## 771      CBlock       Fa       Fa           No          LwQ        836
## 772      CBlock       TA       TA           Av          ALQ        422
## 773      CBlock       TA       TA           No          Rec        456
## 774       PConc       Gd       TA           Av          Unf          0
## 775       PConc       Ex       TA           No          GLQ        866
## 776       PConc       Gd       TA           Av          GLQ         20
## 777      CBlock       TA       TA           No          ALQ        762
## 778        Slab     None     None         None         None          0
## 779      CBlock       Gd       TA           Gd          GLQ        975
## 780       PConc       Gd       Gd           No          Unf          0
## 781       PConc       Gd       TA           No          ALQ        387
## 782       PConc       Gd       TA           No          Unf          0
## 783       PConc       Gd       TA           Av          GLQ       1097
## 784      CBlock       TA       TA           No          Unf          0
## 785      CBlock       TA       TA           No          Rec        251
## 786       PConc       Fa       TA           No          LwQ        686
## 787       PConc       Gd       TA           No          GLQ        656
## 788      CBlock       TA       TA           No          Unf          0
## 789      CBlock       TA       Fa           Gd          LwQ        568
## 790       PConc       Gd       TA           No          GLQ         16
## 791       PConc       Gd       TA           Av          ALQ        539
## 792       PConc       Gd       TA           Av          GLQ        862
## 793       PConc       Gd       TA           Av          Unf          0
## 794       PConc       Gd       TA           No          Unf          0
## 795      CBlock       Gd       TA           No          Unf          0
## 796      CBlock       TA       TA           No          Unf          0
## 797      CBlock       TA       TA           No          BLQ        570
## 798       PConc       Ex       TA           No          Unf          0
## 799      BrkTil       Gd       TA           No          ALQ        569
## 800       PConc       Gd       TA           Gd          GLQ        462
## 801      CBlock       TA       TA           No          LwQ        197
## 802       PConc       Gd       TA           Av          GLQ        648
## 803       PConc       Ex       TA           Gd          Unf          0
## 804      CBlock       TA       TA           No          LwQ        812
## 805       PConc       Gd       TA           No          Unf          0
## 806       PConc       TA       TA           Av          ALQ        400
## 807      CBlock       TA       TA           Gd          GLQ       1309
## 808      CBlock       TA       TA           Av          ALQ        516
## 809       PConc       TA       TA           No          Unf          0
## 810      CBlock       TA       TA           No          ALQ        663
## 811       PConc       Gd       TA           Gd          GLQ        662
## 812      CBlock       TA       TA           Av          Unf          0
## 813      CBlock       TA       TA           No          Rec        608
## 814      BrkTil       TA       TA           No          Unf          0
## 815       PConc       Gd       TA           No          Unf          0
## 816      CBlock       TA       TA           No          BLQ        486
## 817       PConc       Gd       TA           No          GLQ       1218
## 818      CBlock       TA       TA           Av          GLQ        504
## 819       PConc       Gd       TA           Mn          GLQ        733
## 820       PConc       Gd       TA           No          Unf          0
## 821      CBlock       Fa       TA           No          Unf          0
## 822       PConc       Gd       TA           Gd          Unf          0
## 823      BrkTil       TA       TA           No          Unf          0
## 824       PConc       Gd       Gd           No          Unf          0
## 825       PConc       Ex       TA           Av          GLQ       1636
## 826      BrkTil       TA       TA           No          ALQ        784
## 827       PConc       Gd       TA           No          GLQ         20
## 828       PConc       TA       Gd           Gd          LwQ        249
## 829       PConc       Gd       TA           No          Unf          0
## 830      CBlock       TA       TA           No          Rec       1040
## 831       PConc       Gd       TA           No          Unf          0
## 832       PConc       Gd       TA           No          GLQ        483
## 833      CBlock       TA       TA           No          Rec        196
## 834      CBlock       TA       TA           No          Rec        572
## 835      CBlock       Gd       TA           No          BLQ        442
## 836      BrkTil       TA       TA           No          Rec        338
## 837      CBlock       TA       TA           No          BLQ        330
## 838       PConc       Gd       TA           No          Unf          0
## 839      CBlock       TA       TA           No          BLQ        352
## 840      BrkTil       TA       TA           No          BLQ        156
## 841       PConc       TA       TA           No          Unf          0
## 842      CBlock       TA       TA           Gd          Rec        312
## 843      CBlock       TA       TA           No          Unf          0
## 844      BrkTil       TA       TA           Mn          Unf          0
## 845      CBlock       Gd       TA           Gd          ALQ       1390
## 846       PConc       Gd       TA           No          ALQ        513
## 847      CBlock       TA       TA           Av          BLQ        460
## 848      BrkTil       TA       TA           No          Unf          0
## 849      CBlock       TA       TA           No          Unf          0
## 850       PConc       Gd       TA           Av          GLQ        659
## 851       PConc       Gd       TA           Gd          Unf          0
## 852      CBlock       TA       TA           No          Rec        364
## 853      CBlock       TA       TA           Gd          Rec        564
## 854      CBlock       TA       TA           Mn          ALQ        306
## 855      CBlock       TA       TA           No          ALQ        659
## 856      CBlock       Gd       Gd           Gd          GLQ        505
## 857       PConc       Gd       TA           No          Unf          0
## 858      CBlock       Gd       TA           No          Unf          0
## 859      CBlock       TA       TA           Mn          BLQ        619
## 860      BrkTil       TA       TA           No          Unf          0
## 861       PConc       TA       TA           Mn          BLQ        841
## 862       PConc       Gd       TA           No          GLQ        338
## 863      CBlock       TA       TA           No          BLQ       1148
## 864       PConc       Ex       TA           No          Unf          0
## 865      CBlock       TA       TA           No          BLQ        828
## 866       PConc       Gd       TA           Av          Unf          0
## 867      CBlock       TA       TA           No          ALQ        932
## 868        Slab     None     None         None         None          0
## 869       PConc       Gd       TA           No          GLQ        750
## 870      CBlock       TA       TA           No          Unf          0
## 871       PConc       Gd       TA           No          GLQ        505
## 872       Stone       TA       TA           Av          Unf          0
## 873      CBlock       TA       TA           No          Rec        375
## 874      CBlock       TA       TA           No          Unf          0
## 875       PConc       Gd       TA           Av          GLQ         64
## 876       PConc       TA       TA           Gd          ALQ        633
## 877       PConc       Ex       TA           No          GLQ       1170
## 878      CBlock       TA       TA           Av          ALQ        899
## 879      CBlock       TA       TA           No          ALQ        646
## 880       PConc       Ex       Gd           No          ALQ        980
## 881      CBlock       Gd       TA           Mn          LwQ        902
## 882       PConc       Gd       TA           No          Unf          0
## 883       PConc       TA       Fa           No          Unf          0
## 884      CBlock       TA       TA           No          BLQ        432
## 885       PConc       Ex       TA           Av          GLQ       1238
## 886      CBlock       TA       TA           No          LwQ        528
## 887       PConc       TA       TA           No          Unf          0
## 888       PConc       TA       Gd           Gd          ALQ        351
## 889      CBlock       TA       TA           No          BLQ       1024
## 890      CBlock       TA       TA           Mn          Unf          0
## 891      CBlock       TA       TA           No          LwQ        226
## 892      CBlock       TA       TA           No          GLQ        663
## 893       PConc       Gd       TA           Mn          BLQ       1064
## 894        Slab     None     None         None         None          0
## 895      CBlock       TA       TA           No          BLQ        400
## 896      BrkTil       TA       TA           No          ALQ        285
## 897        Slab     None     None         None         None          0
## 898       PConc       Ex       TA           Gd          GLQ       2188
## 899      CBlock       TA       TA           No          BLQ        465
## 900      CBlock       TA       TA           No          ALQ        322
## 901      CBlock       TA       TA           Mn          BLQ        860
## 902       PConc       Gd       TA           No          Unf          0
## 903       PConc       Gd       TA           No          Unf          0
## 904      CBlock       TA       TA           No          GLQ        599
## 905      CBlock       TA       TA           No          Rec        354
## 906       PConc       Gd       TA           No          GLQ         63
## 907      CBlock       Gd       TA           No          Rec        223
## 908      CBlock       Gd       TA           Av          BLQ        301
## 909       PConc       Gd       TA           No          Unf          0
## 910      CBlock       TA       TA           No          Rec        443
## 911      CBlock       Gd       Gd           Av          ALQ        196
## 912      BrkTil       TA       TA           No          Rec        489
## 913      CBlock       TA       TA           No          BLQ        284
## 914       PConc       Gd       TA           Av          GLQ        294
## 915      CBlock       TA       TA           No          Unf          0
## 916      CBlock       TA       TA           Av          BLQ         50
## 917      CBlock       TA       TA           No          ALQ       1059
## 918       PConc       Ex       TA           Mn          BLQ         48
## 919      CBlock       Gd       TA           No          ALQ        528
## 920       PConc       Gd       Gd           No          GLQ        814
## 921      CBlock       TA       TA           No          ALQ       1084
## 922       PConc       Gd       TA           No          GLQ         28
## 923       PConc       Gd       TA           No          LwQ        165
## 924      CBlock       Gd       TA           No          BLQ        625
## 925       PConc       Gd       TA           Av          ALQ        767
## 926       PConc       Gd       TA           No          Unf          0
## 927      CBlock       TA       TA           No          BLQ        552
## 928       PConc       Gd       TA           Av          Unf          0
## 929       PConc       Gd       TA           No          Unf          0
## 930       PConc       Gd       TA           Av          GLQ         16
## 931      CBlock       TA       TA           No          BLQ        338
## 932       PConc       Ex       Gd           No          Unf          0
## 933       PConc       Gd       TA           Av          GLQ         20
## 934      CBlock       Gd       TA           Gd          GLQ        425
## 935       PConc       Fa       TA           Mn          Unf          0
## 936       PConc       Gd       TA           No          GLQ        833
## 937       PConc       Gd       TA           Mn          GLQ        341
## 938       PConc       Gd       Gd           Mn          GLQ        464
## 939      CBlock       TA       TA           Mn          Unf          0
## 940      CBlock       TA       TA           Gd          Rec        936
## 941       PConc       Gd       TA           No          ALQ        772
## 942       PConc       Gd       TA           Gd          GLQ       1440
## 943      CBlock       TA       TA           Av          Unf          0
## 944      CBlock       TA       TA           No          GLQ        111
## 945      BrkTil       TA       TA           No          LwQ       1088
## 946      CBlock       TA       TA           Av          ALQ        748
## 947       PConc       Gd       TA           Av          GLQ       1300
## 948       PConc       Gd       TA         None          Unf          0
## 949      CBlock       TA       TA           No          ALQ        982
## 950      CBlock       TA       TA           No          ALQ        398
## 951      CBlock       TA       TA           No          BLQ        641
## 952      CBlock       Gd       TA           Av          GLQ        660
## 953      CBlock       TA       TA           Av          ALQ        562
## 954      CBlock       Gd       Gd           Gd          GLQ        945
## 955      CBlock       Gd       TA           No          Rec        484
## 956      CBlock       Gd       TA           No          ALQ        285
## 957      CBlock       TA       TA           No          Rec        417
## 958       PConc       Gd       TA           Mn          GLQ        699
## 959       PConc       Gd       TA           No          ALQ        604
## 960      CBlock       TA       TA           Gd          BLQ        696
## 961      CBlock       Gd       Gd           No          ALQ        896
## 962      CBlock       Gd       TA           No          ALQ        556
## 963       PConc       Ex       TA           No          Unf          0
## 964       PConc       Gd       TA           No          GLQ        624
## 965       PConc       Gd       TA           No          Unf          0
## 966      BrkTil       TA       Fa           No          Rec        428
## 967      CBlock       TA       TA           No          ALQ        902
## 968      BrkTil       TA       TA           No          Unf          0
## 969      CBlock       TA       TA           Gd          ALQ        513
## 970      CBlock       TA       TA           No          Unf          0
## 971       PConc       Gd       TA           No          GLQ        567
## 972      CBlock       Gd       TA           No          Unf          0
## 973       PConc       Gd       TA           No          Unf          0
## 974      BrkTil       Gd       TA           No          Unf          0
## 975       PConc       Gd       TA           No          GLQ        641
## 976       PConc       Gd       TA           No          Unf          0
## 977       PConc       Gd       TA           No          GLQ       1106
## 978      CBlock       TA       TA           No          LwQ        552
## 979       PConc       TA       TA           No          Rec        651
## 980      CBlock       TA       TA           Av          ALQ        867
## 981       PConc       Gd       TA           No          GLQ        854
## 982       PConc       Gd       TA           Av          Unf          0
## 983       PConc       Gd       TA           Mn          Unf          0
## 984      CBlock     None     None         None         None          0
## 985      CBlock       TA       TA           No          ALQ       1040
## 986      CBlock       TA       Fa           No          Unf          0
## 987       PConc       Ex       TA           Av          GLQ       1646
## 988      CBlock       TA       TA           No          LwQ        156
## 989       PConc       Gd       Gd           No          Unf          0
## 990       PConc       Gd       TA           No          GLQ       1074
## 991      BrkTil       TA       TA           No          BLQ        216
## 992      CBlock       TA       TA           Gd          BLQ        536
## 993       PConc       Gd       TA           No          Unf          0
## 994       PConc       Ex       TA           Gd          GLQ       1172
## 995      CBlock       TA       TA           No          ALQ        384
## 996      CBlock       TA       TA           No          Rec        915
## 997      CBlock       TA       TA           No          Unf          0
## 998      BrkTil       TA       Fa           No          Unf          0
## 999       PConc       Gd       TA           Av          GLQ        686
## 1000       Slab     None     None         None         None          0
## 1001     BrkTil       Fa       TA           No          Unf          0
## 1002      PConc       Gd       TA           No          GLQ         24
## 1003     CBlock       TA       TA           No          Unf          0
## 1004      PConc       Gd       TA           No          GLQ         16
## 1005     CBlock       Gd       Gd           Av          GLQ        595
## 1006     CBlock       Gd       TA           No          LwQ       1237
## 1007     CBlock       TA       TA           No          BLQ        273
## 1008      PConc       Ex       TA           Mn          Unf          0
## 1009     BrkTil       TA       TA           No          Unf          0
## 1010     CBlock       TA       TA           No          Unf          0
## 1011     CBlock     None     None         None         None          0
## 1012      PConc       TA       Fa           No          Unf          0
## 1013     BrkTil       TA       TA           No          ALQ        247
## 1014     CBlock       TA       Fa           No          BLQ        336
## 1015      PConc       Gd       TA           No          GLQ        643
## 1016      PConc       Gd       TA           Gd          GLQ        690
## 1017     CBlock       Gd       TA           Av          GLQ       1036
## 1018      PConc       Gd       TA           No          Unf          0
## 1019      PConc       Gd       TA           Gd          GLQ         16
## 1020      PConc       Gd       TA           No          GLQ       1024
## 1021      PConc       Gd       TA           Av          GLQ        684
## 1022     CBlock       TA       TA           No          LwQ        324
## 1023      PConc       Gd       Gd           No          GLQ         16
## 1024     CBlock       Gd       TA           Av          ALQ       1165
## 1025     CBlock       TA       TA           No          LwQ        138
## 1026     CBlock       TA       TA           No          Rec        697
## 1027      PConc       Gd       TA           Gd          GLQ       1513
## 1028     CBlock       TA       TA           No          Rec        368
## 1029     CBlock       TA       TA           No          BLQ        317
## 1030      PConc       TA       TA           Mn          Unf          0
## 1031     BrkTil       TA       TA           No          GLQ        523
## 1032      PConc       Gd       Gd           No          GLQ       1012
## 1033      PConc       Gd       TA           No          GLQ        986
## 1034      PConc       Fa       Fa           No          Unf          0
## 1035       Slab     None     None         None         None          0
## 1036      PConc       Ex       TA           Gd          GLQ       1022
## 1037      PConc       Gd       TA           No          Unf          0
## 1038     CBlock       TA       TA           No          Unf          0
## 1039     CBlock       Gd       TA           Av          GLQ        509
## 1040     CBlock       TA       TA           No          Rec        168
## 1041     CBlock       TA       TA           No          GLQ        400
## 1042      PConc       Gd       TA           Av          ALQ        900
## 1043      PConc       Gd       TA           No          GLQ       1085
## 1044      PConc       Gd       TA           No          ALQ       1104
## 1045       Slab     None     None         None         None          0
## 1046      PConc       Ex       TA           Av          GLQ        240
## 1047      PConc       Gd       TA           No          GLQ        686
## 1048       Slab     None     None         None         None          0
## 1049     CBlock     None     None         None         None          0
## 1050      PConc       Gd       TA           Av          Unf          0
## 1051      PConc       Gd       TA           Av          Unf          0
## 1052     CBlock       TA       TA           No          Rec        442
## 1053     CBlock       TA       TA           Av          Rec        383
## 1054      PConc       Gd       TA           Mn          GLQ        932
## 1055     CBlock       Gd       TA           No          ALQ        644
## 1056      PConc       Gd       TA           Av          GLQ        659
## 1057      PConc       Gd       TA           No          GLQ        595
## 1058      PConc       Ex       TA           Av          GLQ        936
## 1059     CBlock       TA       TA           Mn          Rec        297
## 1060      PConc       Gd       TA           Mn          GLQ        616
## 1061     CBlock       TA       TA           No          Unf          0
## 1062     BrkTil       TA       TA           No          Unf          0
## 1063     BrkTil       TA       TA           No          BLQ        397
## 1064     CBlock       TA       TA           Mn          BLQ        740
## 1065      PConc       Ex       TA           Gd          GLQ       1201
## 1066      PConc       Gd       TA           No          Unf          0
## 1067     CBlock       TA       TA           Gd          GLQ        674
## 1068     CBlock       Gd       TA           No          ALQ        837
## 1069     CBlock       TA       TA           No          ALQ        220
## 1070     CBlock       TA       TA           No          BLQ        586
## 1071     CBlock       TA       TA           No          Rec        298
## 1072     CBlock       Fa       Fa           Mn          Unf          0
## 1073     CBlock       TA       TA           No          BLQ        535
## 1074      PConc       Gd       TA           Av          Unf          0
## 1075     CBlock       TA       TA           No          BLQ        410
## 1076     CBlock       Fa       TA           No          ALQ        626
## 1077     CBlock       TA       TA           Mn          BLQ         75
## 1078      PConc       Gd       TA           Mn          GLQ        662
## 1079      PConc       Gd       TA           No          GLQ        495
## 1080     CBlock       TA       TA           No          ALQ        656
## 1081     CBlock       TA       TA           No          ALQ        824
## 1082      PConc       Gd       TA           No          Unf          0
## 1083     CBlock       TA       TA           No          BLQ        553
## 1084      PConc       Gd       TA           No          ALQ        592
## 1085      PConc       Gd       TA           Av          GLQ        747
## 1086     CBlock       TA       TA           No          BLQ        334
## 1087      PConc       Gd       TA           Mn          Unf          0
## 1088      PConc       Gd       TA           No          Unf          0
## 1089      PConc       Gd       TA           No          GLQ       1039
## 1090       Slab     None     None         None         None          0
## 1091      PConc       Gd       TA           No          BLQ        510
## 1092      PConc       TA       TA           No          Rec        423
## 1093     CBlock       TA       TA           Mn          GLQ        661
## 1094     CBlock       TA       TA           No          BLQ        248
## 1095      PConc       Gd       TA           No          GLQ         24
## 1096      PConc       TA       TA           No          Unf          0
## 1097     CBlock       Gd       TA           No          Unf          0
## 1098     BrkTil       TA       TA           No          BLQ        672
## 1099     CBlock       Gd       TA           No          ALQ        704
## 1100     CBlock       TA       Fa           No          Rec        290
## 1101     CBlock       TA       TA           No          BLQ        412
## 1102     CBlock       TA       TA           No          Rec        588
## 1103     CBlock       TA       TA           Mn          ALQ        655
## 1104     CBlock       TA       TA           No          Unf          0
## 1105      PConc       Ex       TA           Av          GLQ       1032
## 1106      PConc       Gd       TA           Mn          GLQ        738
## 1107      PConc       Ex       Gd           No          Unf          0
## 1108      PConc       Gd       TA           No          Unf          0
## 1109      PConc       Ex       TA           Mn          GLQ       1039
## 1110      PConc       Gd       TA           No          GLQ        219
## 1111     CBlock       TA       TA           No          ALQ        403
## 1112     CBlock       TA       TA           No          GLQ        708
## 1113     CBlock       TA       TA           No          BLQ        643
## 1114     CBlock       TA       TA           No          Rec        415
## 1115      PConc       Ex       TA           No          GLQ       1004
## 1116      PConc       Gd       TA           No          GLQ        353
## 1117     CBlock       TA       TA           No          BLQ        702
## 1118     CBlock       TA       TA           No          Unf          0
## 1119     CBlock       TA       TA           No          LwQ        369
## 1120     BrkTil       TA       TA           No          Unf          0
## 1121      PConc       Gd       TA           Av          GLQ         24
## 1122     CBlock       TA       TA           No          Unf          0
## 1123     CBlock       TA       TA           No          Unf          0
## 1124      PConc       Gd       TA           No          Unf          0
## 1125     CBlock       TA       TA           No          Unf          0
## 1126      PConc       Gd       TA           No          Unf          0
## 1127      PConc       Gd       TA           Av          GLQ       1300
## 1128      PConc       Gd       TA           Av          Unf          0
## 1129     CBlock       Gd       TA           Gd          GLQ        936
## 1130     BrkTil       TA       TA           No          BLQ        622
## 1131      PConc       Gd       TA           Mn          BLQ        212
## 1132     BrkTil       TA       TA           Mn          Unf          0
## 1133      PConc       Gd       TA           No          GLQ        584
## 1134      PConc       Gd       TA           Av          Unf          0
## 1135     BrkTil       TA       TA           No          Unf          0
## 1136     CBlock       TA       TA           No          BLQ        280
## 1137     CBlock       TA       TA           No          Unf          0
## 1138      PConc       TA       TA           Gd          ALQ       1567
## 1139     BrkTil       TA       TA           No          BLQ        645
## 1140     CBlock       TA       TA           Mn          ALQ        852
## 1141     CBlock       TA       TA           No          ALQ        381
## 1142      PConc       Ex       TA           Gd          GLQ       1150
## 1143     CBlock       TA       TA           No          GLQ        288
## 1144     BrkTil       Gd       TA           No          BLQ        348
## 1145     BrkTil       TA       TA           No          Unf          0
## 1146     CBlock       Gd       TA           No          GLQ       1258
## 1147     CBlock       TA       TA           No          Rec        275
## 1148      PConc       TA       TA           No          Unf          0
## 1149      PConc       TA       TA           No          ALQ        624
## 1150     CBlock       TA       TA           No          Unf          0
## 1151     CBlock       TA       TA           No          BLQ        176
## 1152      PConc       TA       TA           No          ALQ        296
## 1153     BrkTil       TA       TA           Av          ALQ        538
## 1154     CBlock       TA       TA           Gd          ALQ        454
## 1155     CBlock       Gd       TA           Gd          ALQ       1157
## 1156      PConc       TA       TA           Gd          ALQ        633
## 1157      PConc       Gd       TA           No          GLQ        904
## 1158      PConc       Gd       TA           No          Unf          0
## 1159     CBlock       TA       TA           No          ALQ        442
## 1160     CBlock       Gd       TA           No          ALQ        311
## 1161     CBlock       TA       TA           No          BLQ        728
## 1162     CBlock       Gd       TA           No          BLQ        492
## 1163     CBlock       Gd       TA           Av          GLQ       1198
## 1164      PConc       Gd       TA           Gd          ALQ        680
## 1165      PConc       Gd       TA           No          Unf          0
## 1166      PConc       Gd       TA           Av          Unf          0
## 1167      PConc       Gd       TA           No          GLQ        786
## 1168     CBlock       TA       TA           No          Rec        626
## 1169      PConc       Ex       TA           Gd          GLQ       1387
## 1170     CBlock       TA       TA           Av          ALQ        522
## 1171     CBlock       TA       TA           No          ALQ        662
## 1172      PConc       Gd       TA           No          Unf          0
## 1173     CBlock       TA       TA           No          Rec        152
## 1174     BrkTil       Gd       TA           No          Rec        503
## 1175      PConc       Gd       TA           No          GLQ        700
## 1176     CBlock       TA       TA           No          ALQ        658
## 1177     CBlock       TA       TA           No          Rec        468
## 1178     BrkTil       TA       TA           No          Unf          0
## 1179       Slab     None     None         None         None          0
## 1180       Wood       Gd       TA           No          LwQ       1216
## 1181      PConc       Ex       TA           Gd          GLQ       1480
## 1182      PConc       Ex       TA           Av          GLQ       2096
## 1183     BrkTil       TA       TA           No          Rec        821
## 1184     CBlock       TA       TA           Gd          Rec       1159
## 1185     BrkTil       TA       TA           No          BLQ        392
## 1186     CBlock       Fa       TA           Mn          BLQ        440
## 1187      PConc       Gd       TA           No          GLQ       1456
## 1188      PConc       Gd       TA           No          Unf          0
## 1189      PConc       TA       TA           No          Unf          0
## 1190     CBlock       TA       TA           Av          BLQ       1159
## 1191      PConc       Gd       TA           No          Unf          0
## 1192      PConc       TA       TA           Mn          Unf          0
## 1193      PConc       Ex       TA           No          GLQ        883
## 1194     CBlock       TA       TA           No          ALQ        371
## 1195      PConc       Gd       TA           No          Unf          0
## 1196      PConc       Gd       TA           Av          Unf          0
## 1197     BrkTil       TA       TA           No          Unf          0
## 1198      PConc       Gd       TA           No          Unf          0
## 1199     CBlock       TA       TA           No          Rec        547
## 1200     CBlock       TA       TA           No          Unf          0
## 1201      PConc       Gd       TA           Av          Unf          0
## 1202     BrkTil       TA       TA           No          Unf          0
## 1203      PConc       Gd       TA           No          Unf          0
## 1204     CBlock       Gd       TA           No          ALQ        788
## 1205     CBlock       Gd       TA           Mn          ALQ        485
## 1206     CBlock       TA       TA           No          Rec       1056
## 1207      PConc       Gd       TA           Av          GLQ        340
## 1208     CBlock       TA       TA           No          Rec        504
## 1209      PConc       Ex       TA           Mn          GLQ       1220
## 1210      PConc       Gd       TA           No          Unf          0
## 1211       Wood       Gd       TA           Av          GLQ        427
## 1212     CBlock       TA       TA           No          Rec        344
## 1213     CBlock       TA       Gd           Av          GLQ        648
## 1214     CBlock       TA       TA           Av          BLQ        784
## 1215     CBlock       TA       TA           No          Rec        180
## 1216       Slab     None     None         None         None          0
## 1217      PConc       Gd       TA           Mn          GLQ        936
## 1218       Slab     None     None         None         None          0
## 1219     CBlock       TA       TA           No          Unf          0
## 1220     CBlock       TA       TA           No          Rec        312
## 1221     CBlock       TA       TA           No          BLQ        250
## 1222     CBlock       TA       TA           Mn          Rec        196
## 1223     CBlock       TA       Fa           No          LwQ        756
## 1224      PConc       Gd       TA           Av          GLQ        724
## 1225     CBlock       TA       TA           Av          GLQ        507
## 1226      PConc       Gd       TA           Mn          Unf          0
## 1227     CBlock       TA       TA           No          ALQ        595
## 1228      PConc       Ex       TA           No          GLQ       1540
## 1229     CBlock       TA       TA           No          ALQ        666
## 1230     CBlock       Gd       TA           No          GLQ        498
## 1231     CBlock       TA       TA           Av          ALQ        803
## 1232       Slab     None     None         None         None          0
## 1233     CBlock       TA       TA           No          Rec       1000
## 1234      PConc       TA       TA           Av          Unf          0
## 1235     BrkTil       Gd       TA           Mn          Unf          0
## 1236      PConc       Gd       TA           No          Unf          0
## 1237      PConc       Gd       TA           No          Unf          0
## 1238      PConc       Gd       TA           No          Unf          0
## 1239      PConc       Gd       TA           Av          GLQ        428
## 1240      PConc       Gd       TA           No          GLQ        550
## 1241      PConc       Gd       TA           Av          Unf          0
## 1242     CBlock       Gd       TA           Gd          GLQ        885
## 1243      PConc       Ex       Gd           Gd          GLQ       1386
## 1244      PConc       Gd       TA           No          Unf          0
## 1245     CBlock       Gd       TA           No          Unf          0
## 1246      PConc       Gd       TA           No          Unf          0
## 1247     CBlock       TA       TA           Av          GLQ        539
## 1248     BrkTil       Gd       TA           No          Rec        319
## 1249     CBlock       TA       TA           No          BLQ        534
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1             Unf          0       150         856    GasA        Ex          Y
## 2             Unf          0       284        1262    GasA        Ex          Y
## 3             Unf          0       434         920    GasA        Ex          Y
## 4             Unf          0       540         756    GasA        Gd          Y
## 5             Unf          0       490        1145    GasA        Ex          Y
## 6             Unf          0        64         796    GasA        Ex          Y
## 7             Unf          0       317        1686    GasA        Ex          Y
## 8             BLQ         32       216        1107    GasA        Ex          Y
## 9             Unf          0       952         952    GasA        Gd          Y
## 10            Unf          0       140         991    GasA        Ex          Y
## 11            Unf          0       134        1040    GasA        Ex          Y
## 12            Unf          0       177        1175    GasA        Ex          Y
## 13            Unf          0       175         912    GasA        TA          Y
## 14            Unf          0      1494        1494    GasA        Ex          Y
## 15            Unf          0       520        1253    GasA        TA          Y
## 16            Unf          0       832         832    GasA        Ex          Y
## 17            Unf          0       426        1004    GasA        Ex          Y
## 18           None          0         0           0    GasA        TA          Y
## 19            Unf          0       468        1114    GasA        Ex          Y
## 20            Unf          0       525        1029    GasA        TA          Y
## 21            Unf          0      1158        1158    GasA        Ex          Y
## 22            Unf          0       637         637    GasA        Ex          Y
## 23            Unf          0      1777        1777    GasA        Ex          Y
## 24            Unf          0       200        1040    GasA        TA          Y
## 25            ALQ        668       204        1060    GasA        Ex          Y
## 26            Unf          0      1566        1566    GasA        Ex          Y
## 27            Rec        486       180         900    GasA        TA          Y
## 28            Unf          0       486        1704    GasA        Ex          Y
## 29            Unf          0       207        1484    GasA        TA          Y
## 30            Unf          0       520         520    GasA        Fa          N
## 31            Unf          0       649         649    GasA        TA          N
## 32            Unf          0      1228        1228    GasA        Gd          Y
## 33            Unf          0      1234        1234    GasA        Ex          Y
## 34            Unf          0       380        1398    GasA        Gd          Y
## 35            Unf          0       408        1561    GasA        Ex          Y
## 36            Unf          0      1117        1117    GasA        Ex          Y
## 37            Unf          0      1097        1097    GasA        Ex          Y
## 38            Unf          0        84        1297    GasA        Gd          Y
## 39            Unf          0       326        1057    GasA        TA          Y
## 40           None          0         0           0    GasA        TA          N
## 41            Unf          0       445        1088    GasA        Ex          Y
## 42            Unf          0       383        1350    GasA        Gd          Y
## 43            LwQ         93         0         840    GasA        Gd          Y
## 44            BLQ        491       167         938    GasA        TA          Y
## 45            BLQ        506       465        1150    GasA        Ex          Y
## 46            Unf          0      1296        1752    GasA        Ex          Y
## 47            Unf          0        83        1434    GasA        Ex          Y
## 48            Unf          0      1632        1656    GasA        Ex          Y
## 49            Unf          0       736         736    GasA        Gd          Y
## 50            Unf          0       192         955    GasA        Ex          Y
## 51            Unf          0       612         794    GasA        Gd          Y
## 52            Unf          0       816         816    GasA        TA          Y
## 53            GLQ        712         0         816    GasA        TA          N
## 54            Unf          0        32        1842    GasA        Gd          Y
## 55            Unf          0         0         384    GasA        TA          Y
## 56            Unf          0       935        1425    GasA        Gd          Y
## 57            Unf          0       321         970    GasA        Ex          Y
## 58            Unf          0       860         860    GasA        Ex          Y
## 59            Unf          0      1410        1410    GasA        Ex          Y
## 60            Unf          0       148         780    GasA        Ex          Y
## 61            Unf          0       217        1158    GasA        Ex          Y
## 62            Unf          0       530         530    GasA        TA          N
## 63            Unf          0      1346        1370    GasA        Ex          Y
## 64            Unf          0       576         576    GasA        Gd          Y
## 65            Unf          0       318        1057    GasA        Ex          Y
## 66            Unf          0      1143        1143    GasA        Ex          Y
## 67            Unf          0      1035        1947    GasA        TA          Y
## 68            Unf          0       440        1453    GasA        Ex          Y
## 69            Unf          0       747         747    GasA        TA          Y
## 70            Unf          0       701        1304    GasW        TA          Y
## 71            Unf          0       343        2223    GasA        Ex          Y
## 72            Unf          0       280         845    GasA        TA          Y
## 73            Unf          0       832         832    GasA        Gd          Y
## 74            BLQ        362       404        1086    GasA        Gd          Y
## 75            Unf          0       840         840    GasA        Gd          N
## 76            Unf          0         0         462    GasA        TA          Y
## 77            Unf          0       724         952    GasA        Ex          Y
## 78            GLQ         41       295         672    GasA        TA          Y
## 79            Unf          0      1768        1768    GasA        TA          N
## 80            Unf          0       440         440    GasA        Gd          Y
## 81            Unf          0       448         896    GasA        TA          Y
## 82            Unf          0        36        1237    GasA        Ex          Y
## 83            Unf          0      1530        1563    GasA        Ex          Y
## 84            Unf          0      1065        1065    GasA        Gd          Y
## 85            Unf          0       384         384    GasA        Gd          Y
## 86            Unf          0      1288        1288    GasA        Ex          Y
## 87            Unf          0       684         684    GasA        Ex          Y
## 88            Unf          0       612         612    GasA        Ex          Y
## 89            Unf          0      1013        1013    GasA        TA          N
## 90            Unf          0       402         990    GasA        Ex          Y
## 91           None          0         0           0    GasA        TA          Y
## 92            Unf          0       635        1235    GasA        TA          Y
## 93            Unf          0       163         876    GasA        Ex          Y
## 94            Unf          0       168        1214    GasW        Ex          N
## 95            Unf          0       176         824    GasA        Ex          Y
## 96            Unf          0       370         680    GasA        Gd          Y
## 97            Unf          0       426        1588    GasA        Ex          Y
## 98            Unf          0       440         960    GasA        TA          Y
## 99            Unf          0       350         458    GasA        Fa          N
## 100           Unf          0       381         950    GasA        Fa          Y
## 101           Unf          0       410        1610    GasA        Gd          Y
## 102           Unf          0       741         741    GasA        TA          Y
## 103          None          0         0           0    GasA        TA          Y
## 104           Unf          0      1226        1226    GasA        Ex          Y
## 105           Unf          0       816        1040    GasA        Ex          Y
## 106           Unf          0      1053        1053    GasA        Ex          Y
## 107           Unf          0       641         641    GasA        Gd          Y
## 108           BLQ        169       516         789    GasA        Ex          Y
## 109           Unf          0       793         793    GasW        TA          N
## 110           Unf          0      1139        1844    GasA        Ex          Y
## 111           Unf          0       550         994    GasA        Gd          Y
## 112           Unf          0       134         384    GasA        Ex          Y
## 113           Unf          0       280        1264    GasA        Ex          Y
## 114           Rec        869       905        1809    GasA        TA          Y
## 115           LwQ        150       104        1028    GasA        Ex          Y
## 116           Unf          0       310         729    GasA        Gd          Y
## 117           BLQ        670       252        1092    GasA        TA          Y
## 118           Unf          0      1125        1125    GasA        Gd          Y
## 119           Unf          0       203        1673    GasA        Gd          Y
## 120           Unf          0       728         728    GasA        Ex          Y
## 121           Unf          0         0         938    GasA        Ex          Y
## 122           Unf          0       732         732    GasA        Gd          Y
## 123           Unf          0       510        1080    GasA        Gd          Y
## 124           Unf          0       899        1199    GasA        Ex          Y
## 125           Unf          0      1362        1362    GasA        TA          Y
## 126           Unf          0        30         520    GasA        Gd          N
## 127           Unf          0       958        1078    GasA        TA          Y
## 128           Unf          0       556         672    GasA        Ex          Y
## 129           Unf          0       148         660    GasA        TA          Y
## 130           BLQ         28       413        1008    GasA        TA          Y
## 131           Unf          0       479         924    GasA        Ex          Y
## 132           Unf          0       297         992    GasA        Ex          Y
## 133           Unf          0       658        1063    GasA        Gd          Y
## 134           Unf          0       262        1267    GasA        Ex          Y
## 135           Unf          0       891        1461    GasA        Gd          Y
## 136           Unf          0      1304        1304    GasA        Gd          Y
## 137           Unf          0       519        1214    GasA        TA          Y
## 138           Unf          0      1907        1907    GasA        Gd          Y
## 139           Unf          0       336        1004    GasA        Ex          Y
## 140           Unf          0       107         928    GasA        Ex          Y
## 141           Unf          0       432         864    GasA        TA          Y
## 142           Unf          0       434        1734    GasA        Ex          Y
## 143           Unf          0       403         910    GasA        Fa          Y
## 144           Unf          0       811        1490    GasA        Ex          Y
## 145           Unf          0       396        1728    GasA        TA          Y
## 146           Unf          0       970         970    GasA        Ex          Y
## 147           Unf          0       506         715    GasA        TA          Y
## 148           Unf          0       884         884    GasA        Ex          Y
## 149           Unf          0       400        1080    GasA        Ex          Y
## 150           Unf          0       896         896    GasA        Gd          Y
## 151           Unf          0       253         969    GasA        TA          Y
## 152           Unf          0       310        1710    GasA        Ex          Y
## 153           Unf          0       409         825    GasA        Gd          Y
## 154           ALQ       1080        93        1602    GasA        Gd          Y
## 155           Unf          0      1200        1200    GasA        TA          Y
## 156           Unf          0       572         572    Grav        Fa          N
## 157          None          0         0           0    GasA        TA          Y
## 158           Unf          0       774         774    GasA        Ex          Y
## 159           Unf          0       769         991    GasA        Ex          Y
## 160           Unf          0      1335        1392    GasA        Ex          Y
## 161           Unf          0       572        1232    GasA        TA          Y
## 162           Unf          0       556        1572    GasA        Ex          Y
## 163           Unf          0       340        1541    GasA        Ex          Y
## 164           Unf          0       882         882    GasA        Ex          Y
## 165           Unf          0       779        1149    GasA        Gd          Y
## 166           Rec        181       112         644    GasA        Gd          Y
## 167           BLQ        768       470        1617    GasA        Ex          Y
## 168           Unf          0       294        1582    GasA        Ex          Y
## 169           Unf          0       840         840    GasA        Ex          Y
## 170           Unf          0      1686        1686    GasA        TA          Y
## 171           Unf          0       360         720    GasA        TA          Y
## 172           Unf          0       441        1080    GasA        Fa          Y
## 173           Rec        215       354        1064    GasA        Gd          Y
## 174           Rec        374       700        1362    GasA        TA          Y
## 175           LwQ        208         0        1606    GasA        TA          Y
## 176           Unf          0       725        1202    GasA        TA          Y
## 177           Unf          0       320        1151    GasA        TA          Y
## 178           BLQ        441       554        1052    GasA        Ex          Y
## 179           Unf          0       312        2216    GasA        Ex          Y
## 180           Unf          0       968         968    GasA        TA          Y
## 181           Unf          0       320         756    GasA        Ex          Y
## 182           Unf          0       441         793    GasA        Gd          Y
## 183          None          0         0           0    GasA        Ex          Y
## 184           Unf          0      1362        1362    GasA        Ex          Y
## 185           Unf          0       504         504    GasA        Gd          Y
## 186           Unf          0      1107        1107    GasA        Ex          Y
## 187           Unf          0       577        1188    GasA        Ex          Y
## 188           Unf          0       660         660    GasA        Ex          Y
## 189           Unf          0         0        1086    GasA        TA          Y
## 190           Unf          0       440        1593    GasA        Ex          Y
## 191           Unf          0       556         853    GasA        TA          Y
## 192           Unf          0        99         725    GasA        Gd          Y
## 193           Unf          0       871        1431    GasA        Ex          Y
## 194           Unf          0       970         970    GasA        Ex          Y
## 195           Unf          0       474         864    GasA        TA          Y
## 196           Unf          0       289         855    GasA        TA          Y
## 197           Unf          0       600        1726    GasA        Ex          Y
## 198           LwQ        184       140        1360    GasA        Gd          Y
## 199           Unf          0       755         755    GasA        Ex          Y
## 200           Unf          0       625        1713    GasA        Ex          Y
## 201           Unf          0      1121        1121    GasA        Ex          Y
## 202           LwQ        279       276        1196    GasA        TA          Y
## 203           Unf          0         0         617    GasA        Gd          Y
## 204           Unf          0       186         848    GasA        Ex          Y
## 205           Unf          0       408         720    GasA        TA          Y
## 206           Unf          0      1424        1424    GasA        Ex          Y
## 207           Unf          0      1140        1140    GasA        TA          Y
## 208           Rec        306       375        1100    GasA        TA          Y
## 209           Unf          0        92        1157    GasA        Ex          Y
## 210           Unf          0       305        1092    GasA        Ex          Y
## 211           Unf          0       396         864    GasA        TA          N
## 212           Unf          0      1176        1212    GasA        Ex          Y
## 213           Unf          0        78         900    GasA        Ex          Y
## 214           Unf          0       274         990    GasA        Ex          Y
## 215           Unf          0       311         689    GasA        Ex          Y
## 216           Unf          0       710        1070    GasA        TA          Y
## 217           Unf          0       490        1436    GasA        Ex          Y
## 218           Unf          0       686         686    GasA        Fa          N
## 219           Unf          0       457         798    GasA        Ex          Y
## 220           Unf          0      1232        1248    GasA        Ex          Y
## 221           Unf          0      1498        1498    GasA        Ex          Y
## 222           Unf          0      1010        1010    GasA        Ex          Y
## 223           Unf          0       163         713    GasA        TA          Y
## 224           LwQ        180       160         864    GasA        Gd          Y
## 225           Unf          0      2336        2392    GasA        Ex          Y
## 226           Unf          0       630         630    GasA        TA          Y
## 227           Unf          0       638        1203    GasA        Ex          Y
## 228           Unf          0       162         483    GasA        TA          Y
## 229           Unf          0        70         912    GasA        TA          Y
## 230           Unf          0      1357        1373    GasA        Ex          Y
## 231           Unf          0      1194        1194    GasA        TA          Y
## 232           Unf          0       773        1462    GasA        Ex          Y
## 233           Unf          0       483         483    GasA        TA          Y
## 234           ALQ        712         0         894    GasA        TA          Y
## 235           Unf          0       235         860    GasA        Ex          Y
## 236           Unf          0       125         483    GasA        TA          Y
## 237           Unf          0      1390        1414    GasA        Ex          Y
## 238           Unf          0       594         996    GasA        Ex          Y
## 239           Unf          0      1694        1694    GasA        Ex          Y
## 240           Unf          0       641         735    GasA        TA          Y
## 241           Unf          0       488        1566    GasA        Ex          Y
## 242           Unf          0       357         686    GasA        Gd          Y
## 243           Unf          0       540         540    GasA        Gd          N
## 244           Unf          0       626         626    GasA        TA          Y
## 245           Unf          0       253         948    GasA        Ex          Y
## 246           Unf          0       916        1845    GasA        Gd          Y
## 247           Unf          0      1020        1020    GasA        Gd          N
## 248           Unf          0      1367        1367    GasA        Ex          Y
## 249           Unf          0       840         840    GasA        Ex          Y
## 250           Unf          0       747        1444    GasA        Gd          Y
## 251           Unf          0       728         728    GasA        Ex          Y
## 252           Unf          0         0        1573    GasA        Ex          Y
## 253           Unf          0       798         798    GasA        Ex          Y
## 254           ALQ        580       452        1302    GasA        Ex          Y
## 255           Unf          0       392        1314    GasA        TA          Y
## 256           Unf          0       975         975    GasA        Ex          Y
## 257           Unf          0       361         864    GasA        Ex          Y
## 258           Unf          0       270        1604    GasA        Ex          Y
## 259           Unf          0       602         963    GasA        Ex          Y
## 260          None          0         0           0    GasA        Gd          Y
## 261           ALQ        690         0        1362    GasA        TA          Y
## 262           Unf          0      1482        1482    GasA        Ex          Y
## 263           Unf          0         0         506    GasA        TA          Y
## 264           ALQ        692         0         926    GasA        TA          Y
## 265           Unf          0       680         680    GasA        Gd          N
## 266           LwQ        228       606        1422    GasA        TA          Y
## 267           Unf          0        88         802    GasA        Gd          Y
## 268           Unf          0       342         720    GasA        Ex          Y
## 269           Rec        125       212         740    GasA        Ex          Y
## 270           Unf          0       392        1143    GasA        TA          Y
## 271           Unf          0      1095        1095    GasA        Gd          Y
## 272           GLQ       1063        96        1385    GasA        Ex          Y
## 273           Unf          0       628        1152    GasA        Ex          Y
## 274           LwQ        620         0        1240    GasA        Gd          Y
## 275           Unf          0       270         816    GasA        TA          Y
## 276           Unf          0       952         952    GasW        Gd          N
## 277           Unf          0      1560        1560    GasA        Ex          Y
## 278           Unf          0       744         864    GasA        Ex          Y
## 279           Unf          0      2121        2121    GasA        Ex          Y
## 280           Unf          0       768        1160    GasA        Ex          Y
## 281           Unf          0       386         807    GasA        Gd          Y
## 282           Unf          0       357        1262    GasA        Gd          Y
## 283           Unf          0       410        1314    GasA        Ex          Y
## 284           Unf          0      1468        1468    GasA        Ex          Y
## 285           Unf          0      1145        1575    GasA        Gd          Y
## 286           Unf          0       625         625    GasA        Ex          Y
## 287           Unf          0       312         912    GasA        TA          Y
## 288           Unf          0       244         858    GasA        TA          Y
## 289           Unf          0       432         882    GasA        TA          Y
## 290           Unf          0       698         698    GasA        Ex          Y
## 291           Unf          0      1079        1079    GasA        Ex          Y
## 292           Unf          0       570         780    GasA        Ex          N
## 293           Unf          0       476         768    GasA        Gd          Y
## 294           Unf          0         0         795    GasA        Fa          Y
## 295           Unf          0       131        1416    GasA        TA          Y
## 296           Unf          0       184        1003    GasA        TA          Y
## 297           Unf          0       490         910    GasA        TA          Y
## 298           Unf          0       326         975    GasA        Ex          Y
## 299           Rec        175       143         702    GasA        Gd          Y
## 300           Unf          0      1092        1092    GasA        Ex          Y
## 301           Unf          0       324        1165    GasA        TA          Y
## 302           Unf          0       747        1028    GasA        Ex          Y
## 303           Unf          0      1541        1541    GasA        Ex          Y
## 304           Unf          0         0         894    GasA        TA          Y
## 305           Unf          0      1470        1470    GasA        Ex          Y
## 306           Unf          0       536        2000    GasA        Ex          Y
## 307           Unf          0         0         700    GasA        Gd          Y
## 308           Unf          0       319         319    GasA        TA          Y
## 309           Unf          0       599         861    GasA        Ex          Y
## 310           Unf          0       622        1896    GasA        Ex          Y
## 311           Unf          0       179         697    GasA        Gd          Y
## 312           Unf          0       292         972    GasA        Ex          Y
## 313           Unf          0       286         793    GasA        TA          Y
## 314           Rec        820        80        2136    GasW        TA          Y
## 315           Unf          0       712         728    GasA        Ex          Y
## 316           Unf          0       291         716    GasA        Ex          Y
## 317           Unf          0       153         845    GasA        TA          Y
## 318           Unf          0      1088        1088    GasA        Ex          Y
## 319           Unf          0       360        1347    GasA        Ex          Y
## 320           Unf          0       336        1372    GasA        TA          Y
## 321           Unf          0      1249        1249    GasA        Ex          Y
## 322           Unf          0       166        1136    GasA        Ex          Y
## 323           ALQ       1474         0        1502    GasA        Ex          Y
## 324           Unf          0       906        1162    GasA        Ex          Y
## 325           Unf          0       710         710    GasA        Ex          Y
## 326           Unf          0       604         720    GasA        Po          N
## 327           Unf          0       100        1719    GasA        Ex          Y
## 328           Unf          0       818        1383    GasA        TA          Y
## 329           Unf          0       844         844    GasA        Gd          N
## 330           Unf          0       596         596    GasA        TA          N
## 331           Rec        264      1424        1728    GasA        TA          Y
## 332           Unf          0       210        1056    GasA        Fa          Y
## 333          None        479      1603        3206    GasA        Ex          Y
## 334           Unf          0       638        1358    GasA        Ex          Y
## 335           Unf          0       115         943    GasA        Gd          Y
## 336           BLQ        147       103        1499    GasA        Ex          Y
## 337           Unf          0       673        1922    GasA        Ex          Y
## 338           Unf          0       726        1536    GasA        Ex          Y
## 339           Unf          0       995        1208    GasA        Ex          Y
## 340           Unf          0       630        1215    GasA        TA          Y
## 341           Unf          0       967         967    GasA        Ex          Y
## 342           Unf          0       721         721    GasA        Gd          Y
## 343          None          0         0           0    Wall        Fa          N
## 344           Unf          0      1656        1684    GasA        Ex          Y
## 345           BLQ        232       175         536    GasA        TA          Y
## 346           Unf          0       972         972    GasA        Gd          Y
## 347           Unf          0       460         958    GasA        TA          Y
## 348           Unf          0       208        1478    GasA        Ex          Y
## 349           Unf          0       191         764    GasA        Ex          Y
## 350           Unf          0       438        1848    GasA        Ex          Y
## 351           Unf          0      1869        1869    GasA        Ex          Y
## 352           Unf          0       371        1453    GasA        Gd          Y
## 353           Rec        380         0         616    GasA        TA          N
## 354           Unf          0       624         624    GasA        Gd          Y
## 355           Unf          0       552         940    GasA        Ex          Y
## 356           BLQ        544       322        1200    GasA        Ex          Y
## 357           Unf          0       598        1158    GasA        Gd          Y
## 358           Unf          0       268        1142    GasA        TA          Y
## 359           Rec        294       468        1062    GasA        Ex          Y
## 360           Unf          0       130        1086    GasA        Ex          Y
## 361           Unf          0       115         888    GasA        Ex          Y
## 362           Unf          0       484         883    GasA        Gd          Y
## 363          None          0         0           0    GasA        Ex          Y
## 364           Unf          0       321         483    GasA        Gd          Y
## 365           Unf          0        84         796    GasA        TA          Y
## 366           Unf          0       216         672    GasA        Gd          Y
## 367           Unf          0       785        1394    GasA        Gd          Y
## 368           Unf          0       728        1099    GasA        Gd          Y
## 369           Unf          0       728        1268    GasA        Gd          Y
## 370           Rec        258       733        1063    GasA        Ex          Y
## 371           Unf          0       953         953    GasA        Ex          Y
## 372          None          0         0           0    GasA        TA          Y
## 373           LwQ        121         0         744    GasA        TA          Y
## 374           LwQ        180         0         608    GasA        TA          Y
## 375           Unf          0       847         847    GasA        Ex          Y
## 376           Unf          0       333         683    GasA        Gd          N
## 377           Unf          0       572         870    GasA        Ex          Y
## 378           Unf          0      1580        1580    GasA        Ex          Y
## 379           Unf          0       411        1856    GasA        Ex          Y
## 380           Unf          0       982         982    GasA        Ex          Y
## 381           Unf          0       808        1026    GasA        TA          Y
## 382           Unf          0      1293        1293    GasA        Ex          Y
## 383           Unf          0       939         939    GasA        Ex          Y
## 384           Unf          0       784         784    GasA        TA          N
## 385           Unf          0       595        1580    GasA        Ex          Y
## 386           Unf          0      1232        1256    GasA        Ex          Y
## 387           Unf          0       658         658    GasA        TA          Y
## 388           Unf          0       410        1041    GasA        Ex          Y
## 389           Unf          0      1468        1468    GasA        Ex          Y
## 390           Unf          0       402        1682    GasA        Ex          Y
## 391           BLQ        391       229         861    GasA        Ex          Y
## 392           Unf          0       114         804    GasA        Ex          Y
## 393          None          0         0           0    GasA        TA          Y
## 394           Unf          0       522         788    GasA        TA          Y
## 395           Unf          0       735         735    GasA        Gd          Y
## 396           Unf          0       405        1144    GasA        TA          Y
## 397           Unf          0       117         894    GasA        TA          Y
## 398           Unf          0       324         864    GasA        TA          Y
## 399           Unf          0       961         961    GasA        Gd          Y
## 400           Unf          0       280        1092    GasA        Ex          Y
## 401           Unf          0       474        1260    GasA        Ex          Y
## 402           Unf          0      1286        1310    GasA        Ex          Y
## 403           Unf          0       672         672    GasA        Ex          Y
## 404           Unf          0      1141        1141    GasA        Gd          Y
## 405           Unf          0       806         806    GasA        Gd          Y
## 406           Unf          0       165        1281    GasA        Ex          Y
## 407           Unf          0      1064        1064    GasA        Ex          Y
## 408           Unf          0       840         840    GasA        Ex          Y
## 409           Unf          0      1063        1063    GasA        Ex          Y
## 410           Unf          0       245        1034    GasA        Ex          Y
## 411           Unf          0      1276        1276    GasA        TA          Y
## 412           Unf          0         0        1056    GasA        TA          N
## 413           Unf          0       892        1470    GasA        Ex          Y
## 414           Unf          0      1008        1008    GasA        Gd          Y
## 415           GLQ        531       499        1080    GasA        Ex          Y
## 416           Unf          0      1316        1340    GasA        Ex          Y
## 417           Unf          0       463         672    GasA        TA          Y
## 418           Unf          0       242        1370    GasW        TA          N
## 419           Unf          0       444         756    GasA        Fa          N
## 420           Unf          0       281        1056    GasA        Ex          Y
## 421           Unf          0        35        1344    GasA        Ex          Y
## 422           Unf          0       356        1602    GasA        Gd          Y
## 423           Unf          0       988         988    GasA        Ex          Y
## 424           Unf          0       484        1470    GasA        Gd          Y
## 425           Unf          0       580        1196    GasA        Gd          Y
## 426           Unf          0       651         651    GasA        Gd          Y
## 427           Unf          0         0        1518    GasA        Gd          Y
## 428           Unf          0       619         907    GasA        Ex          Y
## 429           Unf          0       544        1208    GasA        Ex          Y
## 430           Unf          0       387        1392    GasA        TA          Y
## 431           Unf          0        96         483    GasA        TA          Y
## 432           Unf          0       901         901    GasA        Gd          Y
## 433           Unf          0       294         765    GasA        Ex          Y
## 434           Unf          0       926         926    GasA        Ex          Y
## 435           Unf          0       135         630    GasA        Gd          Y
## 436           ALQ        344        70         799    GasA        Ex          Y
## 437           Unf          0       648         648    GasA        TA          Y
## 438           Unf          0       884         884    GasA        Gd          Y
## 439           Unf          0        75         440    GasA        TA          N
## 440           Unf          0       684         684    GasA        Gd          Y
## 441           ALQ        539       788        3094    GasA        Ex          Y
## 442           Unf          0      1307        1440    GasA        TA          N
## 443           Unf          0      1078        1078    GasA        TA          Y
## 444           Unf          0      1258        1258    GasA        Ex          Y
## 445           Unf          0       273         915    GasA        Ex          Y
## 446           Unf          0      1436        1436    GasA        Fa          Y
## 447           Rec        713       557        1517    GasA        Ex          Y
## 448           Unf          0       930         930    GasA        Gd          Y
## 449           Unf          0       780         780    GasA        TA          Y
## 450           Unf          0       318         649    GasA        Ex          Y
## 451           Unf          0       813         813    GasA        Ex          Y
## 452           Unf          0       878        1533    GasA        TA          Y
## 453           Unf          0       130         872    GasA        Ex          Y
## 454           Unf          0       768         768    GasA        Ex          Y
## 455           Unf          0       122        1728    GasA        TA          Y
## 456           Unf          0       326        1242    GasA        Fa          Y
## 457           Unf          0       624         624    GasA        Fa          N
## 458           Unf          0       248        1364    GasA        Ex          Y
## 459           Unf          0       588         588    GasA        Fa          Y
## 460           Unf          0       524         709    GasA        TA          Y
## 461           Unf          0       288         832    GasA        Ex          Y
## 462           BLQ        210         0         560    GasA        Ex          Y
## 463           BLQ        311         0         864    GasA        Gd          Y
## 464           Unf          0       389         715    GasA        Fa          Y
## 465           Unf          0       424        1040    GasA        TA          Y
## 466           Unf          0      1375        1375    GasA        Ex          Y
## 467           Unf          0       499        1277    GasA        TA          Y
## 468           Unf          0       342         728    GasA        Ex          Y
## 469           Unf          0      1626        1626    GasA        Ex          Y
## 470           Unf          0       406         832    GasA        Ex          Y
## 471           BLQ       1120         0        1488    GasA        TA          Y
## 472           Unf          0       808         808    GasA        TA          Y
## 473           Unf          0        88         547    GasA        Ex          Y
## 474           Unf          0       626        1976    GasA        Ex          Y
## 475           Unf          0       298        1494    GasA        Ex          Y
## 476           Unf          0       340         970    GasA        TA          Y
## 477           Unf          0       484        1478    GasA        Ex          Y
## 478           Unf          0      2153        2153    GasA        Ex          Y
## 479           Unf          0       417        1705    GasA        Ex          Y
## 480           Unf          0       739         907    GasA        TA          Y
## 481           Unf          0       572        1833    GasA        Ex          Y
## 482           Unf          0       225        1792    GasA        Ex          Y
## 483           Unf          0       611         910    GasA        Ex          Y
## 484           Unf          0       319        1216    GasA        Ex          Y
## 485           Unf          0       411         999    GasA        Gd          Y
## 486           Unf          0       506        1113    GasA        Gd          Y
## 487           Unf          0       237        1073    GasA        TA          Y
## 488           Unf          0       486        1484    GasA        Gd          Y
## 489           Unf          0       290         954    GasA        TA          N
## 490           Unf          0       115         630    GasA        TA          Y
## 491           Unf          0       264         264    GasA        TA          Y
## 492           Rec        165       238         806    GasA        TA          Y
## 493           Unf          0       728         728    GasA        Gd          Y
## 494           LwQ        532       363        1269    GasA        TA          Y
## 495           Unf          0       190         190    GasA        Gd          Y
## 496           Unf          0       225         720    GasA        TA          N
## 497           Unf          0      1969        3200    GasA        Ex          Y
## 498           Unf          0       697        1026    GasA        Ex          Y
## 499           Unf          0       414         864    GasA        Ex          Y
## 500           LwQ        279       522         912    GasA        Fa          Y
## 501           Unf          0       316         672    GasA        TA          Y
## 502           Unf          0       466         866    GasA        Gd          Y
## 503           GLQ         96       420        1214    GasA        Ex          Y
## 504           Unf          0       254        1501    GasA        TA          Y
## 505           Rec        495       103         855    GasA        TA          Y
## 506           Unf          0       960         960    GasA        Gd          Y
## 507           Unf          0       397         777    GasA        Ex          Y
## 508           Unf          0      1191        1218    GasA        Ex          Y
## 509           Unf          0       548         689    GasA        Ex          Y
## 510           Unf          0        50        1041    GasA        Ex          Y
## 511           Rec        180       178        1008    GasA        Ex          Y
## 512           Unf          0      1368        1368    GasA        Ex          Y
## 513           LwQ        174       169         864    GasA        TA          Y
## 514           Unf          0       748        1084    GasA        TA          Y
## 515           Unf          0       768         768    Grav        Fa          N
## 516           Unf          0       570        2006    GasA        Ex          Y
## 517           Unf          0       689         689    GasA        TA          Y
## 518           Unf          0      1264        1264    GasA        Ex          Y
## 519           Unf          0        88         794    GasA        Ex          Y
## 520           Unf          0      1276        1276    GasA        Ex          Y
## 521          None          0         0           0    GasA        TA          N
## 522           Unf          0       467        1244    GasA        Ex          Y
## 523           Unf          0       605        1004    GasA        Ex          Y
## 524           Unf          0       660        1379    GasA        Ex          Y
## 525           Unf          0      1257        1257    GasA        Ex          Y
## 526           Unf          0       551         928    GasA        TA          Y
## 527           Unf          0       122        1452    GasA        Ex          Y
## 528           Unf          0       180         528    GasA        Ex          Y
## 529           Unf          0       816        2035    GasA        TA          Y
## 530           Unf          0       678        1461    GasA        Ex          Y
## 531           Unf          0       611         611    GasA        Ex          Y
## 532          None          0         0           0    GasA        Ex          Y
## 533          None          0         0           0    GasA        Fa          N
## 534           Unf          0       707         707    GasA        Ex          Y
## 535           Unf          0       148        1117    GasA        TA          Y
## 536           Unf          0       880         880    GasA        Ex          Y
## 537           Unf          0       264         864    GasA        TA          Y
## 538           Unf          0       378        1051    GasA        TA          Y
## 539           Unf          0       223        1581    GasA        Ex          Y
## 540           Unf          0       578        1838    GasA        Ex          Y
## 541           Unf          0       969         969    GasA        Ex          Y
## 542           GLQ       1127       379        1650    GasA        Ex          Y
## 543           LwQ        139         0         723    GasA        Ex          Y
## 544           Unf          0       100         654    GasA        Ex          Y
## 545           LwQ        202         0        1204    GasA        Gd          Y
## 546           Unf          0       765        1065    GasA        Ex          Y
## 547           Unf          0       149         768    GasA        Ex          Y
## 548           Rec        645         0         825    GasA        TA          Y
## 549           Unf          0       912         912    GasA        Ex          Y
## 550           Unf          0       510        1069    GasA        TA          Y
## 551           Unf          0       620         928    GasA        Gd          Y
## 552           Unf          0      1709        1709    GasA        Ex          Y
## 553          None          0         0           0    GasA        Ex          Y
## 554           Unf          0       132         998    GasA        Ex          Y
## 555           Unf          0       993         993    GasA        TA          Y
## 556           Unf          0       197        1092    GasA        TA          Y
## 557           Unf          0         0         637    GasA        Gd          Y
## 558           Unf          0       125         729    GasA        Ex          Y
## 559           Unf          0      1374        1374    GasA        Ex          Y
## 560           Unf          0        90        1392    GasA        TA          Y
## 561           LwQ        123       195        1389    GasA        Gd          Y
## 562           Unf          0       706         996    GasA        Ex          Y
## 563           Unf          0      1163        1163    GasA        Ex          Y
## 564           Unf          0       367        1095    GasA        Ex          Y
## 565           Unf          0       806         806    GasA        TA          N
## 566           Unf          0      1122        1122    GasA        Ex          Y
## 567           Unf          0      1515        1517    GasA        Ex          Y
## 568           Unf          0        55        1496    GasA        Ex          Y
## 569           Unf          0         0         943    GasA        TA          Y
## 570           Unf          0      1497        1728    GasA        TA          Y
## 571           Unf          0       450         864    GasA        Ex          Y
## 572           Unf          0       846         846    GasA        Gd          Y
## 573           Unf          0       384         384    GasA        Ex          Y
## 574           Unf          0        23         372    GasA        TA          Y
## 575           Unf          0       390         832    GasA        TA          Y
## 576           Unf          0       861         861    GasA        Gd          Y
## 577           ALQ        551       285        1164    GasA        Ex          Y
## 578           Unf          0       689         689    GasA        Ex          Y
## 579           Unf          0      1050        1050    GasA        Ex          N
## 580           Rec        219       331        1144    GasA        Ex          Y
## 581           Unf          0      2042        2042    GasA        Ex          Y
## 582           Unf          0         0         816    GasA        TA          Y
## 583           Unf          0      1237        1237    GasA        Gd          Y
## 584           Unf          0       884         884    GasA        Ex          Y
## 585           Unf          0       408        1868    GasA        Ex          Y
## 586           ALQ        606         0         816    GasA        Ex          Y
## 587           Unf          0       168         840    GasA        TA          Y
## 588           Unf          0       113        1437    GasA        Ex          Y
## 589           Unf          0       742         742    GasA        TA          Y
## 590           Unf          0       280         770    GasA        Ex          Y
## 591           Unf          0       384        1722    GasA        Ex          Y
## 592           Unf          0         0         816    GasA        Ex          Y
## 593           Unf          0       163         848    GasA        Ex          Y
## 594           Unf          0       924         924    GasA        TA          Y
## 595           Unf          0       392        1814    GasA        Ex          Y
## 596           Unf          0       684         684    GasA        Ex          N
## 597           Unf          0      1258        1258    GasA        Ex          Y
## 598           LwQ        147         0        1430    GasA        Ex          Y
## 599           GLQ        612        23         716    GasA        TA          Y
## 600           Unf          0       512        1058    GasA        Ex          Y
## 601           Unf          0       780         780    GasA        TA          Y
## 602           Unf          0       119         908    GasA        Ex          Y
## 603           Unf          0       600         600    GasA        Ex          Y
## 604           Unf          0       572        1494    GasA        Ex          Y
## 605           Unf          0       314         768    GasA        TA          Y
## 606           Unf          0       308        1040    GasA        Gd          Y
## 607           Unf          0       293         896    GasA        Ex          Y
## 608           Unf          0       537         965    GasA        TA          Y
## 609           Unf          0       126        1029    GasA        Gd          Y
## 610           Unf          0       536        1440    GasA        Ex          Y
## 611           Unf          0       427        1032    GasA        TA          Y
## 612           Unf          0       309        1299    GasA        Ex          Y
## 613           Unf          0       914        1120    GasA        Ex          Y
## 614           GLQ        480         0         630    GasA        Ex          Y
## 615           Unf          0       173         936    GasA        Ex          Y
## 616           Unf          0       326         783    GasA        Ex          Y
## 617           Unf          0       832         832    GasA        Gd          Y
## 618           Unf          0      1774        1822    GasA        Ex          Y
## 619           Unf          0       611        1482    GasA        Ex          Y
## 620           Unf          0       823         864    GasA        TA          N
## 621           Rec        182       384        1522    GasA        TA          Y
## 622           Unf          0       420         980    GasA        TA          Y
## 623           Unf          0       336         756    GasA        Ex          Y
## 624           Unf          0       485         732    GasA        Gd          Y
## 625           Unf          0      1116        1116    GasA        TA          Y
## 626           Unf          0       978         978    GasA        TA          Y
## 627           LwQ        132       350        1156    GasA        Ex          Y
## 628           Unf          0       390        1040    GasA        TA          Y
## 629           Rec        336       288        1248    GasA        TA          Y
## 630           Unf          0       636         636    GasA        TA          Y
## 631           Unf          0      1530        1554    GasA        Ex          Y
## 632           Unf          0       564        1386    GasA        TA          Y
## 633           LwQ        468       108        1056    GasA        TA          Y
## 634           Unf          0         0        1056    GasA        Gd          Y
## 635           Unf          0      1184        1440    GasA        Ex          Y
## 636           Unf          0       264         264    Grav        Fa          N
## 637           Unf          0       811         811    GasA        TA          Y
## 638           Unf          0       796         796    GasA        Gd          Y
## 639           Unf          0       366        1520    GasA        Ex          Y
## 640           Unf          0       300        1518    GasA        Ex          Y
## 641           Unf          0       319        1057    GasA        Ex          Y
## 642           Unf          0       542        1952    GasA        Gd          Y
## 643           BLQ        287         0         780    GasA        Ex          Y
## 644           Unf          0       645        1766    GasA        Ex          Y
## 645           LwQ         35       664         981    GasA        TA          Y
## 646          None          0         0           0    GasA        Gd          Y
## 647           Unf          0       594        1094    GasA        Ex          Y
## 648           Unf          0       756         756    GasA        TA          Y
## 649           GLQ        499         0         630    GasA        Gd          Y
## 650           Unf          0       813         813    GasA        Ex          Y
## 651           Unf          0       755         755    GasA        TA          Y
## 652           Unf          0       880         880    GasA        Ex          Y
## 653           Unf          0       756         756    GasA        Ex          Y
## 654           Unf          0       413        2109    GasA        Ex          Y
## 655           Unf          0       525         525    GasA        TA          Y
## 656           Unf          0       247        1053    GasA        Ex          Y
## 657           Unf          0       776         776    GasA        TA          Y
## 658           Unf          0       912         912    GasA        TA          Y
## 659           Unf          0       849        1486    GasA        Ex          Y
## 660           Unf          0       793         793    GasA        TA          Y
## 661           Rec        180        88        1629    GasA        Ex          Y
## 662           Unf          0      1392        1392    GasA        Gd          Y
## 663           Rec        180        38        1138    GasA        TA          Y
## 664           Unf          0       356        2077    GasA        Ex          Y
## 665           Unf          0      1406        1406    GasA        Ex          Y
## 666           Rec        723       111        1021    GasA        TA          Y
## 667           Unf          0       270        1408    GasA        Ex          Y
## 668           Unf          0       200        1188    GasA        Gd          Y
## 669           Unf          0       700         700    GasA        Ex          Y
## 670           Unf          0       545         738    GasA        Ex          Y
## 671           Unf          0       121         672    GasA        TA          N
## 672           Unf          0       441        1208    GasA        TA          Y
## 673           Unf          0       291        1477    GasA        Ex          Y
## 674           Unf          0       244        1136    GasA        TA          Y
## 675           Unf          0       544         855    GasA        TA          Y
## 676           Unf          0      1095        1095    GasW        Fa          N
## 677           Unf          0       768         768    GasA        Ex          Y
## 678           Unf          0      2046        2046    GasA        Ex          Y
## 679           Unf          0       161         988    GasA        TA          Y
## 680           BLQ        119       261         923    GasA        TA          Y
## 681           Unf          0       611         793    GasA        Ex          Y
## 682           Unf          0       288        1291    GasA        Ex          Y
## 683           Unf          0       567        1626    GasA        Ex          Y
## 684           Unf          0      1195        1195    GasA        Gd          Y
## 685           LwQ        182       180        1190    GasA        Gd          Y
## 686           Unf          0       874         874    GasA        Ex          Y
## 687           Unf          0       312         551    GasA        Ex          Y
## 688           Unf          0       474        1419    GasA        Ex          Y
## 689           Unf          0      1342        1362    GasA        Ex          Y
## 690           Unf          0       151         848    GasA        Ex          Y
## 691           Unf          0       989        2444    GasA        Ex          Y
## 692           Unf          0       245        1210    GasA        Ex          Y
## 693           Unf          0      1073        1073    GasA        Ex          Y
## 694           Unf          0       927         927    GasA        TA          Y
## 695           LwQ         40        92        1112    GasA        Gd          Y
## 696           Unf          0         0         616    GasA        Gd          Y
## 697           ALQ        551       219         980    GasA        Fa          Y
## 698           BLQ        117       224         894    GasA        Ex          Y
## 699           Unf          0      1375        1391    GasA        Ex          Y
## 700           Unf          0       526        1800    GasA        Ex          Y
## 701           Unf          0      1164        1164    GasA        TA          Y
## 702           Unf          0      1234        1234    GasA        Ex          Y
## 703           Unf          0       360         360    GasA        Gd          Y
## 704           Unf          0       761        1473    GasA        Ex          Y
## 705          None          0         0           0    GasA        Fa          N
## 706           Unf          0       424        1643    GasA        TA          Y
## 707           Unf          0       461        1324    GasA        Ex          Y
## 708           Unf          0       728         728    GasA        Ex          Y
## 709           Unf          0       876         876    GasA        TA          Y
## 710           Unf          0       270         270    GasA        Gd          Y
## 711           Unf          0       859         859    GasA        Gd          Y
## 712           Unf          0       461        1228    GasA        Gd          Y
## 713           Unf          0       171         960    GasW        TA          N
## 714           Unf          0       192         725    GasA        Ex          Y
## 715           Unf          0      1064        1064    GasA        TA          Y
## 716           Unf          0       718         718    GasA        Ex          Y
## 717           Unf          0        92        1176    GasA        Gd          Y
## 718           Unf          0       138        1311    GasA        Ex          Y
## 719           Unf          0       448         971    GasA        TA          Y
## 720           Unf          0       594        1742    GasA        TA          Y
## 721           Unf          0       186         848    GasA        Ex          Y
## 722           Unf          0       673         864    GasA        Ex          Y
## 723           Unf          0       941         941    GasA        Ex          Y
## 724           Unf          0       464        1698    GasA        Ex          Y
## 725           BLQ        239       250         864    GasA        TA          Y
## 726           Unf          0        72         880    GasA        Ex          Y
## 727           Unf          0       508        1232    GasA        Ex          Y
## 728           Unf          0      1584        1584    GasA        TA          Y
## 729           Unf          0       628         780    GasA        TA          Y
## 730           Unf          0       415        1595    GasA        Ex          Y
## 731           Unf          0        82         868    GasA        Ex          Y
## 732           Unf          0       901        1153    GasA        Ex          Y
## 733           Unf          0       270         864    GasA        Ex          Y
## 734           Unf          0       948         948    GasA        TA          Y
## 735           Unf          0       490         880    GasW        Fa          N
## 736          None          0         0           0    GasA        Gd          N
## 737           Unf          0       893         893    GasA        Ex          Y
## 738           Unf          0         0        1200    GasA        TA          Y
## 739           Unf          0       864         864    GasA        Ex          Y
## 740           Unf          0       264         264    GasA        Ex          Y
## 741           Unf          0        80         912    GasA        Gd          Y
## 742           Unf          0      1349        1349    GasA        Ex          Y
## 743           Unf          0        76         520    GasA        Ex          Y
## 744           Unf          0       604        1337    GasA        Gd          Y
## 745           ALQ         80       487        1142    GasA        Ex          Y
## 746           Unf          0       652         952    GasA        Ex          Y
## 747           Unf          0      1240        1240    GasW        TA          N
## 748           Unf          0       801        1720    GasA        Ex          Y
## 749          None          0         0           0    Wall        TA          N
## 750           Unf          0       576         576    GasA        Gd          Y
## 751           Unf          0       660         660    GasA        Ex          Y
## 752           Unf          0       279        1479    GasA        Ex          Y
## 753           Unf          0      1030        1030    GasA        Gd          Y
## 754           LwQ        472       115        1026    GasA        Gd          Y
## 755           Unf          0       348         729    GasA        Gd          Y
## 756           Unf          0       846         866    GasA        Ex          Y
## 757           Unf          0       234         672    GasA        TA          Y
## 758           Unf          0       195         744    GasA        Gd          Y
## 759           ALQ         64      1198        1318    GasA        Ex          Y
## 760           Unf          0       252         864    GasA        Ex          Y
## 761           Unf          0       740        1145    GasA        TA          Y
## 762           Unf          0       732         756    GasA        Ex          Y
## 763           Unf          0        89        1252    GasA        Ex          Y
## 764           GLQ       1057         0        1494    GasA        Ex          Y
## 765           Unf          0      1498        1498    GasA        Ex          Y
## 766           Unf          0       586         980    GasA        TA          Y
## 767           Unf          0       323         983    GasA        Ex          Y
## 768           Unf          0      1836        1860    GasA        Ex          Y
## 769           Unf          0       234        1650    GasA        Ex          Y
## 770           Unf          0       173         858    GasA        TA          Y
## 771           Unf          0         0         836    GasA        TA          Y
## 772           BLQ        127       480        1029    GasA        TA          Y
## 773           Unf          0       456         912    GasA        Ex          Y
## 774           Unf          0      1935        1935    GasA        Gd          Y
## 775           Unf          0       338        1204    GasA        Ex          Y
## 776           Unf          0      1594        1614    GasA        Ex          Y
## 777           Unf          0       102         864    GasA        TA          Y
## 778          None          0         0           0    GasA        TA          Y
## 779           Unf          0         0         975    GasA        TA          Y
## 780           Unf          0      1237        1237    GasA        Gd          Y
## 781           Unf          0       374         761    GasA        Ex          Y
## 782           Unf          0      1413        1413    GasA        Ex          Y
## 783           Unf          0         0        1097    GasA        Ex          Y
## 784           Unf          0       742         742    GasA        Ex          Y
## 785           LwQ        630       491        1372    GasA        TA          Y
## 786           Unf          0         0         686    GasA        TA          Y
## 787           Unf          0       300         956    GasA        Ex          Y
## 788           Unf          0       901         901    GasA        Ex          Y
## 789           Unf          0       264         832    GasA        Gd          Y
## 790           Unf          0      1129        1145    GasA        Ex          Y
## 791           Unf          0       490        1029    GasA        TA          Y
## 792           Unf          0       255        1117    GasA        Ex          Y
## 793           Unf          0      1496        1496    GasA        Ex          Y
## 794           Unf          0       712         712    GasA        Ex          Y
## 795           Unf          0       650         650    GasA        TA          Y
## 796           Unf          0       660         660    GasA        Ex          Y
## 797           Unf          0       203         773    GasA        Gd          Y
## 798           Unf          0      1926        1926    GasA        Ex          Y
## 799           Unf          0       162         731    GasA        Ex          Y
## 800           Unf          0       154         616    GasA        Gd          Y
## 801           Unf          0       999        1196    GasA        Ex          Y
## 802           Unf          0        80         728    GasA        Ex          Y
## 803           Unf          0      1734        1734    GasA        Ex          Y
## 804           Unf          0       124         936    GasA        TA          Y
## 805           Unf          0      1417        1417    GasA        Ex          Y
## 806           Rec        480       100         980    GasA        Gd          Y
## 807           Unf          0        15        1324    GasA        Ex          Y
## 808           BLQ        128       380        1024    GasA        TA          Y
## 809           Unf          0       849         849    GasA        TA          N
## 810           LwQ        377         0        1040    GasA        Fa          Y
## 811           Unf          0       186         848    GasA        Ex          Y
## 812           Unf          0       540         540    GasA        TA          N
## 813           Unf          0       834        1442    GasA        Gd          Y
## 814           Unf          0       686         686    GasW        Gd          Y
## 815           Unf          0      1649        1649    GasA        Ex          Y
## 816           Unf          0       522        1008    GasA        Gd          Y
## 817           Unf          0       350        1568    GasA        Ex          Y
## 818           Unf          0       506        1010    GasA        Gd          Y
## 819           Unf          0       625        1358    GasA        Ex          Y
## 820           Unf          0       798         798    GasA        Ex          Y
## 821           Unf          0       936         936    GasA        TA          N
## 822           Unf          0       847         847    GasA        Ex          Y
## 823           Unf          0       778         778    GasA        TA          Y
## 824           Unf          0      1489        1489    GasA        Ex          Y
## 825           Unf          0       442        2078    GasA        Ex          Y
## 826           Unf          0         0         784    GasA        Gd          Y
## 827           Unf          0      1434        1454    GasA        Ex          Y
## 828           ALQ        764         0        1013    GasA        TA          Y
## 829           Unf          0       600         600    GasA        Ex          Y
## 830           Unf          0       352        1392    GasA        TA          Y
## 831           Unf          0       600         600    GasA        Ex          Y
## 832           Unf          0       458         941    GasA        Ex          Y
## 833           BLQ        345       975        1516    GasA        TA          Y
## 834           Unf          0       572        1144    GasA        Gd          Y
## 835           Unf          0       625        1067    GasA        TA          Y
## 836           Unf          0      1221        1559    GasA        Gd          Y
## 837           Unf          0       153         483    GasA        TA          Y
## 838           Unf          0      1099        1099    GasA        Ex          Y
## 839           Unf          0       416         768    GasA        Ex          Y
## 840           Unf          0       516         672    GasA        TA          N
## 841           Unf          0       650         650    GasA        Gd          Y
## 842           ALQ        539       276        1127    GasA        TA          Y
## 843           Unf          0      1800        1800    GasA        Ex          N
## 844           Unf          0       876         876    GasA        Gd          Y
## 845           Unf          0         0        1390    GasA        TA          Y
## 846           Unf          0       227         740    GasA        Ex          Y
## 847           Unf          0       404         864    GasA        Ex          Y
## 848           Unf          0       907         907    GasA        TA          Y
## 849           Unf          0       528         528    GasA        Ex          Y
## 850           Unf          0       189         848    GasA        Ex          Y
## 851           Unf          0      1273        1273    GasA        Ex          Y
## 852           Unf          0       554         918    GasA        Gd          Y
## 853           Unf          0       563        1127    GasA        TA          Y
## 854           Rec       1085       372        1763    GasA        TA          Y
## 855           Unf          0       381        1040    GasA        Ex          Y
## 856           LwQ        435         0         940    GasA        TA          Y
## 857           Unf          0       702         702    GasA        Gd          Y
## 858           Unf          0      1090        1090    GasA        TA          Y
## 859           Unf          0       435        1054    GasA        TA          Y
## 860           Unf          0       912         912    GasA        Gd          Y
## 861           Unf          0       198        1039    GasA        Ex          Y
## 862           Unf          0       702        1040    GasA        TA          Y
## 863           Unf          0         0        1148    GasA        TA          Y
## 864           Unf          0      1372        1372    GasA        Ex          Y
## 865           Unf          0       174        1002    GasA        TA          Y
## 866           Unf          0      1638        1638    GasA        Ex          Y
## 867           Unf          0       108        1040    GasA        TA          Y
## 868          None          0         0           0    GasA        Gd          Y
## 869           Unf          0       300        1050    GasA        Ex          Y
## 870           Unf          0       894         894    GasA        Gd          N
## 871           Unf          0       299         804    GasA        Ex          Y
## 872           Unf          0       105         105    GasA        Gd          Y
## 873           Unf          0       457         832    GasA        Gd          Y
## 874           Unf          0       676         676    GasA        Ex          Y
## 875           Unf          0      1120        1184    GasA        Ex          Y
## 876           Unf          0       431        1064    GasA        Gd          Y
## 877           Unf          0       292        1462    GasA        Ex          Y
## 878           Unf          0       210        1109    GasA        TA          Y
## 879           Unf          0       218         864    GasA        Ex          Y
## 880           Unf          0       110        1090    GasA        Gd          Y
## 881           Unf          0       254        1156    GasA        Ex          Y
## 882           Unf          0       808         808    GasA        Gd          Y
## 883           Unf          0       795         795    GasA        TA          N
## 884           Unf          0       460         892    GasA        TA          Y
## 885           Unf          0       460        1698    GasA        Ex          Y
## 886           Unf          0      1098        1626    GasA        Ex          Y
## 887           Unf          0       816         816    GasA        TA          Y
## 888           Rec        823      1043        2217    GasA        Ex          Y
## 889           Unf          0       481        1505    GasA        Ex          Y
## 890           Unf          0       672         672    GasA        Ex          Y
## 891           Rec        500       192         918    GasA        Gd          Y
## 892           Unf          0       396        1059    GasA        TA          Y
## 893           Unf          0       319        1383    GasA        TA          Y
## 894          None          0         0           0    GasA        TA          Y
## 895           Unf          0       380         780    GasA        TA          Y
## 896           Unf          0       666         951    GasA        Ex          N
## 897          None          0         0           0    GasA        TA          Y
## 898           Unf          0       142        2330    GasA        Ex          Y
## 899           Unf          0       447         912    GasA        TA          Y
## 900           Unf          0       536         858    GasA        TA          Y
## 901           Unf          0       132         992    GasA        TA          Y
## 902           Unf          0       783         783    GasA        Ex          Y
## 903           Unf          0      1670        1670    GasA        Ex          Y
## 904           Unf          0       277         876    GasA        TA          Y
## 905           LwQ        290       412        1056    GasA        TA          Y
## 906           Unf          0      1560        1623    GasA        Ex          Y
## 907           Unf          0       794        1017    GasA        Gd          Y
## 908           ALQ        324       239         864    GasA        TA          Y
## 909           Unf          0       742         742    GasA        Ex          Y
## 910           Unf          0       662        1105    GasA        TA          Y
## 911           Unf          0      1072        1268    GasA        TA          Y
## 912           Unf          0       279         768    GasA        TA          N
## 913           Unf          0       717        1001    GasA        TA          N
## 914           Unf          0       318         612    GasA        Ex          Y
## 915           Unf          0       546         546    GasA        Fa          Y
## 916           Unf          0       430         480    GasA        TA          N
## 917           Unf          0        75        1134    GasA        Ex          Y
## 918           GLQ        634       422        1104    GasA        Ex          Y
## 919           BLQ        411       245        1184    GasA        Ex          Y
## 920           Unf          0       114         928    GasA        Ex          Y
## 921           Unf          0       188        1272    GasA        Gd          Y
## 922           Unf          0      1288        1316    GasA        Ex          Y
## 923           GLQ        841       598        1604    GasA        Ex          Y
## 924           LwQ       1061         0        1686    GasA        TA          Y
## 925           LwQ         93       266        1126    GasA        TA          Y
## 926           Unf          0      1181        1181    GasA        Ex          Y
## 927           Unf          0       280         832    GasA        Gd          Y
## 928           Unf          0      1753        1753    GasA        Ex          Y
## 929           Unf          0       964         964    GasA        Gd          Y
## 930           Unf          0      1450        1466    GasA        Ex          Y
## 931           Rec        466       121         925    GasA        Ex          Y
## 932           Unf          0      1905        1905    GasA        Ex          Y
## 933           Unf          0      1480        1500    GasA        Ex          Y
## 934           Unf          0       160         585    GasA        Ex          Y
## 935           Unf          0       600         600    GasA        Gd          Y
## 936           Unf          0       343        1176    GasA        Ex          Y
## 937           Unf          0       772        1113    GasA        Ex          Y
## 938           Unf          0       927        1391    GasA        Ex          Y
## 939           Unf          0      1032        1032    GasA        Ex          Y
## 940           LwQ        396       396        1728    GasA        TA          Y
## 941           Unf          0       220         992    GasA        Ex          Y
## 942           Unf          0         0        1440    GasA        TA          Y
## 943           Unf          0      1632        1632    GasA        TA          Y
## 944           Rec        354       354         819    GasA        Gd          Y
## 945           Unf          0         0        1088    GasA        TA          Y
## 946           BLQ        294       102        1144    GasA        TA          Y
## 947           Unf          0       316        1616    GasA        Ex          Y
## 948           Unf          0       936         936    GasA        Ex          Y
## 949           Unf          0       179        1161    GasA        TA          Y
## 950           BLQ        149       317         864    GasA        Gd          Y
## 951           Unf          0       187         828    GasA        Gd          Y
## 952           Unf          0       108         768    GasA        Gd          Y
## 953           LwQ        193        29         784    GasA        Ex          Y
## 954           Unf          0         0         945    GasA        TA          Y
## 955           Unf          0       495         979    GasA        TA          N
## 956           Unf          0       276         561    GasA        TA          Y
## 957           Unf          0       640        1057    GasA        TA          Y
## 958           Unf          0       638        1337    GasA        Ex          Y
## 959           Unf          0        92         696    GasA        Ex          Y
## 960           Unf          0       162         858    GasA        Gd          Y
## 961           Unf          0       434        1330    GasA        TA          Y
## 962           Unf          0       248         804    GasA        TA          Y
## 963           Unf          0      1800        1800    GasA        Ex          Y
## 964           Unf          0       193         817    GasA        Ex          Y
## 965           Unf          0       783         783    GasA        Ex          Y
## 966           Unf          0       300         728    GasA        Ex          Y
## 967           Unf          0       196        1098    GasA        TA          Y
## 968           Unf          0       600         600    Grav        Fa          N
## 969           Unf          0        75         588    GasA        TA          Y
## 970           Unf          0       720         720    GasA        TA          N
## 971           Unf          0       197         764    GasA        Ex          Y
## 972           Unf          0       918         918    GasA        TA          Y
## 973           Unf          0      1428        1428    GasA        Ex          Y
## 974           Unf          0       728         728    GasA        TA          N
## 975           Unf          0        32         673    GasA        Ex          Y
## 976           Unf          0       440         440    GasA        TA          Y
## 977           Unf          0       135        1241    GasA        Ex          Y
## 978           Unf          0       342         894    GasA        Ex          Y
## 979           Unf          0       470        1121    GasA        TA          Y
## 980           Unf          0        77         944    GasA        Gd          Y
## 981           Unf          0       371        1225    GasA        Ex          Y
## 982           Unf          0      1266        1266    GasA        Ex          Y
## 983           Unf          0      1128        1128    GasA        Ex          Y
## 984          None          0         0           0    GasA        TA          Y
## 985           Unf          0       124        1164    GasW        TA          N
## 986           Unf          0       485         485    GasA        Gd          Y
## 987           Unf          0       284        1930    GasA        Ex          Y
## 988           Unf          0       692         848    GasA        TA          Y
## 989           Unf          0       770         770    GasA        Ex          Y
## 990           Unf          0       322        1396    GasA        Ex          Y
## 991           Unf          0       700         916    GasA        Gd          Y
## 992           Rec        117       169         822    GasA        Gd          Y
## 993           Unf          0       750         750    GasA        Ex          Y
## 994           Unf          0       528        1700    GasA        Ex          Y
## 995           Unf          0       363         747    GasA        TA          Y
## 996           Unf          0       135        1050    GasA        TA          Y
## 997           Unf          0      1442        1442    GasA        TA          Y
## 998           Unf          0      1007        1007    GasA        Fa          N
## 999           Unf          0       501        1187    GasA        Ex          Y
## 1000         None          0         0           0    GasW        Fa          N
## 1001          Unf          0       691         691    GasA        Ex          Y
## 1002          Unf          0      1550        1574    GasA        Ex          Y
## 1003          Unf          0      1680        1680    GasA        Fa          Y
## 1004          Unf          0      1330        1346    GasA        Ex          Y
## 1005          Unf          0       390         985    GasA        TA          Y
## 1006          Unf          0       420        1657    GasA        Gd          Y
## 1007          LwQ        273         0         546    GasA        TA          Y
## 1008          Unf          0      1710        1710    GasA        Ex          Y
## 1009          Unf          0      1008        1008    GasA        Ex          Y
## 1010          Unf          0       720         720    GasA        TA          Y
## 1011         None          0         0           0    GasA        TA          N
## 1012          Unf          0       602         602    GasA        TA          Y
## 1013          Rec        465       310        1022    GasW        TA          N
## 1014          Unf          0       746        1082    GasA        TA          Y
## 1015          Unf          0       167         810    GasA        Ex          Y
## 1016          Unf          0       814        1504    GasA        Ex          Y
## 1017          Unf          0       184        1220    GasA        Gd          Y
## 1018          Unf          0       384         384    GasA        Gd          Y
## 1019          Unf          0      1346        1362    GasA        Ex          Y
## 1020          Unf          0       108        1132    GasA        Ex          Y
## 1021          Unf          0       515        1199    GasA        Ex          Y
## 1022          Unf          0       588         912    GasA        Gd          Y
## 1023          Unf          0      1330        1346    GasA        Ex          Y
## 1024          LwQ        400         0        1565    GasA        TA          Y
## 1025          Rec        468       276         882    GasA        TA          Y
## 1026          Unf          0       571        1268    GasA        TA          Y
## 1027          Unf          0       125        1638    GasA        Ex          Y
## 1028          BLQ         41       359         768    GasA        TA          Y
## 1029          Unf          0       355         672    GasA        Gd          Y
## 1030          Unf          0       686         686    GasA        Gd          Y
## 1031          Unf          0       301         824    GasA        Ex          Y
## 1032          Unf          0       326        1338    GasA        Ex          Y
## 1033          Unf          0       668        1654    GasA        Ex          Y
## 1034          Unf          0       920         920    GasA        Ex          Y
## 1035         None          0         0           0    GasA        Ex          N
## 1036          Unf          0       598        1620    GasA        Ex          Y
## 1037          Unf          0      1055        1055    GasA        Ex          Y
## 1038          Unf          0       546         546    GasA        TA          Y
## 1039          Unf          0       121         630    GasA        TA          Y
## 1040          BLQ        682       284        1134    GasA        Ex          Y
## 1041          Rec         64       336         800    GasA        Gd          Y
## 1042          Unf          0       406        1306    GasA        Ex          Y
## 1043          Unf          0       390        1475    GasA        Ex          Y
## 1044          Unf          0      1420        2524    GasA        TA          Y
## 1045         None          0         0           0    GasA        Ex          Y
## 1046          Unf          0      1752        1992    GasA        Ex          Y
## 1047          Unf          0       304         990    GasA        Ex          Y
## 1048         None          0         0           0    GasA        TA          Y
## 1049         None          0         0           0    GasA        Ex          Y
## 1050          Unf          0      1302        1302    GasA        Ex          Y
## 1051          Unf          0      1316        1316    GasA        Ex          Y
## 1052          Unf          0       374         816    GasA        TA          Y
## 1053          Unf          0       833        1216    GasA        Ex          Y
## 1054          Unf          0       133        1065    GasA        Ex          Y
## 1055          Unf          0       549        1193    GasA        TA          Y
## 1056          Unf          0       705        1364    GasA        Ex          Y
## 1057          Unf          0       378         973    GasA        Ex          Y
## 1058          Unf          0       168        1104    GasA        Ex          Y
## 1059          LwQ        557         0         854    GasA        TA          Y
## 1060          Unf          0       722        1338    GasA        Ex          Y
## 1061          Unf          0       894         894    GasA        TA          Y
## 1062          Unf          0       662         662    GasA        TA          N
## 1063          Unf          0       706        1103    GasA        Gd          Y
## 1064          Rec        230       184        1154    GasA        Ex          Y
## 1065          Unf          0       105        1306    GasA        Ex          Y
## 1066          Unf          0       799         799    GasA        Gd          Y
## 1067          LwQ        106         0         780    GasA        TA          Y
## 1068          Unf          0       105         942    GasA        Gd          Y
## 1069          Unf          0       625         845    GasA        TA          Y
## 1070          Unf          0       462        1048    GasA        TA          Y
## 1071          Unf          0       429         727    GasA        Ex          Y
## 1072          Unf          0       810         810    GasA        Fa          Y
## 1073          Unf          0       155         690    GasA        TA          Y
## 1074          Unf          0      1240        1240    GasA        Ex          Y
## 1075          Unf          0       390         800    GasA        TA          Y
## 1076          Unf          0       170         796    GasA        Gd          Y
## 1077          Rec        791       230        1096    GasA        Ex          Y
## 1078          Unf          0       186         848    GasA        Ex          Y
## 1079          Unf          0       495         990    GasA        Gd          Y
## 1080          Unf          0       602        1258    GasA        Ex          Y
## 1081          Unf          0       216        1040    GasA        Fa          Y
## 1082          Unf          0      1459        1459    GasA        Ex          Y
## 1083          Unf          0       698        1251    GasA        TA          Y
## 1084          Unf          0        99         691    GasA        Gd          Y
## 1085          Unf          0       189         936    GasA        Ex          Y
## 1086          Unf          0       212         546    GasA        TA          Y
## 1087          Unf          0      1082        1082    GasA        Ex          Y
## 1088          Unf          0       970         970    GasA        Ex          Y
## 1089          Unf          0       208        1247    GasA        Ex          Y
## 1090         None          0         0           0    Wall        Fa          N
## 1091          Unf          0        90         600    GasA        Ex          Y
## 1092          Unf          0       758        1181    GasA        Fa          Y
## 1093          Unf          0       203         864    GasA        Gd          Y
## 1094          Rec        240       448         936    GasA        Ex          Y
## 1095          Unf          0      1290        1314    GasA        Gd          Y
## 1096          Unf          0       684         684    GasA        TA          Y
## 1097          Unf          0      1074        1074    GasA        Ex          Y
## 1098          Unf          0         0         672    GasA        TA          Y
## 1099          Unf          0       567        1271    GasA        TA          Y
## 1100          Unf          0         0         290    GasA        TA          N
## 1101          LwQ        287       251         950    GasA        TA          Y
## 1102          Unf          0       422        1010    GasA        Ex          Y
## 1103          Unf          0         0         655    GasA        Ex          Y
## 1104          Unf          0       630         630    GasA        TA          Y
## 1105          Unf          0       431        1463    GasA        Ex          Y
## 1106          Unf          0       172         910    GasA        Gd          Y
## 1107          Unf          0       868         868    GasA        Ex          Y
## 1108          Unf          0       924         924    GasA        Ex          Y
## 1109          Unf          0       797        1836    GasA        Ex          Y
## 1110          Unf          0       554         773    GasA        Gd          Y
## 1111          Unf          0       400         803    GasA        TA          Y
## 1112          Unf          0       108         816    GasA        TA          Y
## 1113          Unf          0       365        1008    GasA        Gd          Y
## 1114          Unf          0       418         833    GasA        Ex          Y
## 1115          Unf          0       730        1734    GasA        Ex          Y
## 1116          Unf          0        55         408    GasA        Ex          Y
## 1117          Unf          0       192         894    GasA        Ex          Y
## 1118          Unf          0       533         533    GasA        TA          Y
## 1119          Unf          0       671        1040    GasA        TA          Y
## 1120          Unf          0      1012        1012    GasA        TA          Y
## 1121          Unf          0      1528        1552    GasA        Ex          Y
## 1122          Unf          0       672         672    GasA        Ex          Y
## 1123          Unf          0       698         698    GasA        Ex          Y
## 1124          Unf          0       384         384    GasA        Gd          Y
## 1125          Unf          0      1005        1005    GasA        TA          Y
## 1126          Unf          0      1373        1373    GasA        Ex          Y
## 1127          Unf          0       230        1530    GasA        Ex          Y
## 1128          Unf          0       847         847    GasA        Ex          Y
## 1129          Unf          0         0         936    GasA        TA          Y
## 1130          Unf          0       500        1122    GasA        TA          Y
## 1131          Unf          0       762         974    GasA        TA          Y
## 1132          Unf          0      1008        1008    GasW        TA          Y
## 1133          Unf          0       544        1128    GasA        Ex          Y
## 1134          Unf          0       916         916    GasA        Gd          Y
## 1135          Unf          0       960         960    GasA        TA          N
## 1136          Unf          0       752        1032    GasA        TA          Y
## 1137          Unf          0       780         780    GasA        Gd          N
## 1138          Unf          0         0        1567    GasA        TA          Y
## 1139          Unf          0       270         915    GasA        TA          Y
## 1140          Unf          0       100         952    GasA        TA          Y
## 1141          Unf          0       399         780    GasA        Ex          Y
## 1142          Unf          0       316        1466    GasA        Ex          Y
## 1143          Unf          0       718        1006    GasA        TA          Y
## 1144          Unf          0       324         672    Grav        Fa          N
## 1145          Unf          0      1042        1042    GasA        Ex          Y
## 1146          Unf          0        40        1298    GasA        TA          Y
## 1147          Unf          0       429         704    GasA        Ex          Y
## 1148          Unf          0       572         572    GasA        TA          Y
## 1149          Unf          0        26         650    GasA        Ex          Y
## 1150          Unf          0       932         932    GasA        Ex          Y
## 1151          Unf          0      1290        1466    GasA        TA          Y
## 1152          GLQ        547       230        1073    GasA        Ex          Y
## 1153          Unf          0       278         816    GasA        Ex          Y
## 1154          Unf          0       410         864    GasA        TA          Y
## 1155          Unf          0       280        1437    GasA        TA          Y
## 1156          Unf          0       586        1219    GasA        Gd          Y
## 1157          Unf          0       410        1314    GasA        Ex          Y
## 1158          Unf          0      1580        1580    GasA        Ex          Y
## 1159          Unf          0       459         901    GasA        TA          Y
## 1160          Unf          0       544         855    GasA        Fa          Y
## 1161          Unf          0       568        1296    GasA        Ex          Y
## 1162          Unf          0       402         894    GasA        Gd          Y
## 1163          Unf          0         0        1198    GasA        TA          Y
## 1164          Rec        391       289        1360    GasA        Ex          Y
## 1165          Unf          0      1502        1502    GasA        Ex          Y
## 1166          Unf          0      1694        1694    GasA        Ex          Y
## 1167          Unf          0       173         959    GasA        Ex          Y
## 1168          Unf          0       501        1127    GasA        Ex          Y
## 1169          Unf          0       543        1930    GasA        Ex          Y
## 1170          Unf          0       574        1096    GasA        TA          Y
## 1171          Unf          0       599        1261    GasA        Ex          Y
## 1172          Unf          0       625         625    GasA        Ex          Y
## 1173          BLQ        469       977        1598    GasA        TA          Y
## 1174          Unf          0       449         952    GasA        TA          Y
## 1175          Unf          0       983        1683    GasA        Ex          Y
## 1176          Unf          0       218         876    GasA        TA          Y
## 1177          Unf          0       350         818    GasA        TA          Y
## 1178          Unf          0       731         731    GasA        Ex          Y
## 1179         None          0         0           0    GasA        Gd          Y
## 1180          Unf          0         0        1216    GasA        Ex          Y
## 1181          Unf          0       120        1600    GasA        Ex          Y
## 1182          Unf          0       300        2396    GasA        Ex          Y
## 1183          Unf          0       299        1120    GasA        Ex          Y
## 1184          Unf          0       413        1572    GasA        Gd          Y
## 1185          Unf          0       392         784    GasA        Gd          Y
## 1186          Unf          0       538         978    GasA        TA          Y
## 1187          Unf          0       168        1624    GasA        Ex          Y
## 1188          Unf          0       831         831    GasA        Ex          Y
## 1189          Unf          0       994         994    GasA        Gd          Y
## 1190          Unf          0        90        1249    GasA        Ex          Y
## 1191          Unf          0       776         776    GasA        Ex          Y
## 1192          Unf          0       702         702    GasA        Gd          Y
## 1193          Unf          0       341        1224    GasA        Ex          Y
## 1194          Unf          0       292         663    GasA        TA          Y
## 1195          Unf          0       728         728    GasA        Ex          Y
## 1196          Unf          0       879         879    GasA        Ex          Y
## 1197          Unf          0       815         815    GasA        Ex          Y
## 1198          Unf          0      1212        1212    GasA        Ex          Y
## 1199          Unf          0       504        1051    GasA        Gd          Y
## 1200          Unf          0       864         864    GasA        Gd          Y
## 1201          Unf          0       866         866    GasA        Ex          Y
## 1202          Unf          0       884         884    GasA        Ex          Y
## 1203          Unf          0      1630        1630    GasA        Ex          Y
## 1204          Unf          0       268        1056    GasA        Ex          Y
## 1205          BLQ        177      1496        2158    GasA        Gd          Y
## 1206          Unf          0         0        1056    GasA        TA          Y
## 1207          Unf          0      1342        1682    GasA        Ex          Y
## 1208          BLQ        108       319         931    GasA        TA          Y
## 1209          Unf          0       440        1660    GasA        Ex          Y
## 1210          Unf          0      1055        1055    GasA        Ex          Y
## 1211          Unf          0       132         559    GasA        Gd          Y
## 1212          Unf          0       328         672    GasA        TA          Y
## 1213          Unf          0         0         648    GasA        Ex          Y
## 1214          Unf          0       141         925    GasA        TA          Y
## 1215          LwQ        374       340         894    GasA        TA          Y
## 1216         None          0         0           0    GasA        TA          Y
## 1217          Unf          0       364        1300    GasA        Ex          Y
## 1218         None          0         0           0    GasA        Gd          N
## 1219          Unf          0       672         672    GasA        TA          Y
## 1220          LwQ        600         0         912    GasA        TA          Y
## 1221          LwQ        492       210         952    GasA        Ex          Y
## 1222          Unf          0       844        1040    GasA        Ex          Y
## 1223          Unf          0      1380        2136    GasA        TA          N
## 1224          Unf          0        64         788    GasA        Ex          Y
## 1225          Unf          0        81         588    GasA        Ex          Y
## 1226          Unf          0       894         894    GasA        Ex          Y
## 1227          Unf          0       317         912    GasA        Ex          Y
## 1228          Unf          0       162        1702    GasA        Ex          Y
## 1229          Unf          0       409        1075    GasA        Gd          Y
## 1230          Rec        211       652        1361    GasA        Ex          Y
## 1231          Unf          0       303        1106    GasA        TA          Y
## 1232         None          0         0           0    GasA        TA          Y
## 1233          Unf          0       188        1188    GasA        Fa          Y
## 1234          Unf          0       940         940    GasA        TA          N
## 1235          Unf          0       747         747    GasA        Gd          Y
## 1236          Unf          0       764         764    GasA        Ex          Y
## 1237          Unf          0       847         847    GasA        Ex          Y
## 1238          Unf          0      1141        1141    GasA        Ex          Y
## 1239          Unf          0      1048        1476    GasA        Ex          Y
## 1240          Unf          0       334         884    GasA        Ex          Y
## 1241          Unf          0      1689        1689    GasA        Ex          Y
## 1242          LwQ        168         0        1053    GasA        TA          Y
## 1243          Unf          0       690        2076    GasA        Ex          Y
## 1244          Unf          0       792         792    GasA        Fa          Y
## 1245          Unf          0       585         585    GasA        Ex          Y
## 1246          Unf          0       756         756    GasA        Ex          Y
## 1247          Unf          0       473        1012    GasA        TA          Y
## 1248          Unf          0       416         735    OthW        Fa          N
## 1249          Rec         96       246         876    GasA        TA          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1         SBrkr       856       854            0      1710            1
## 2         SBrkr      1262         0            0      1262            0
## 3         SBrkr       920       866            0      1786            1
## 4         SBrkr       961       756            0      1717            1
## 5         SBrkr      1145      1053            0      2198            1
## 6         SBrkr       796       566            0      1362            1
## 7         SBrkr      1694         0            0      1694            1
## 8         SBrkr      1107       983            0      2090            1
## 9         FuseF      1022       752            0      1774            0
## 10        SBrkr      1077         0            0      1077            1
## 11        SBrkr      1040         0            0      1040            1
## 12        SBrkr      1182      1142            0      2324            1
## 13        SBrkr       912         0            0       912            1
## 14        SBrkr      1494         0            0      1494            0
## 15        SBrkr      1253         0            0      1253            1
## 16        FuseA       854         0            0       854            0
## 17        SBrkr      1004         0            0      1004            1
## 18        SBrkr      1296         0            0      1296            0
## 19        SBrkr      1114         0            0      1114            1
## 20        SBrkr      1339         0            0      1339            0
## 21        SBrkr      1158      1218            0      2376            0
## 22        FuseF      1108         0            0      1108            0
## 23        SBrkr      1795         0            0      1795            0
## 24        SBrkr      1060         0            0      1060            1
## 25        SBrkr      1060         0            0      1060            1
## 26        SBrkr      1600         0            0      1600            0
## 27        SBrkr       900         0            0       900            0
## 28        SBrkr      1704         0            0      1704            1
## 29        SBrkr      1600         0            0      1600            1
## 30        SBrkr       520         0            0       520            0
## 31        SBrkr       649       668            0      1317            0
## 32        SBrkr      1228         0            0      1228            0
## 33        SBrkr      1234         0            0      1234            0
## 34        SBrkr      1700         0            0      1700            0
## 35        SBrkr      1561         0            0      1561            1
## 36        SBrkr      1132      1320            0      2452            0
## 37        SBrkr      1097         0            0      1097            0
## 38        SBrkr      1297         0            0      1297            0
## 39        SBrkr      1057         0            0      1057            1
## 40        FuseP      1152         0            0      1152            0
## 41        SBrkr      1324         0            0      1324            0
## 42        SBrkr      1328         0            0      1328            0
## 43        SBrkr       884         0            0       884            1
## 44        SBrkr       938         0            0       938            1
## 45        FuseA      1150         0            0      1150            1
## 46        SBrkr      1752         0            0      1752            1
## 47        SBrkr      1518       631            0      2149            1
## 48        SBrkr      1656         0            0      1656            0
## 49        SBrkr       736       716            0      1452            0
## 50        SBrkr       955         0            0       955            1
## 51        SBrkr       794       676            0      1470            0
## 52        SBrkr       816         0          360      1176            0
## 53        SBrkr       816         0            0       816            1
## 54        SBrkr      1842         0            0      1842            2
## 55        SBrkr      1360         0            0      1360            0
## 56        SBrkr      1425         0            0      1425            0
## 57        SBrkr       983       756            0      1739            1
## 58        SBrkr       860       860            0      1720            0
## 59        SBrkr      1426      1519            0      2945            0
## 60        SBrkr       780         0            0       780            0
## 61        SBrkr      1158         0            0      1158            1
## 62        SBrkr       581       530            0      1111            0
## 63        SBrkr      1370         0            0      1370            0
## 64        SBrkr       902       808            0      1710            0
## 65        SBrkr      1057       977            0      2034            1
## 66        SBrkr      1143      1330            0      2473            0
## 67        SBrkr      2207         0            0      2207            1
## 68        SBrkr      1479         0            0      1479            1
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## 71        SBrkr      2223         0            0      2223            1
## 72        SBrkr       845         0            0       845            1
## 73        SBrkr       885       833            0      1718            0
## 74        SBrkr      1086         0            0      1086            1
## 75        SBrkr       840       765            0      1605            0
## 76        SBrkr       526       462            0       988            1
## 77        FuseA       952         0            0       952            0
## 78        SBrkr      1072       213            0      1285            1
## 79        SBrkr      1768         0            0      1768            0
## 80        SBrkr       682       548            0      1230            0
## 81        SBrkr      1182       960            0      2142            0
## 82        SBrkr      1337         0            0      1337            1
## 83        SBrkr      1563         0            0      1563            0
## 84        SBrkr      1065         0            0      1065            0
## 85        SBrkr       804       670            0      1474            0
## 86        SBrkr      1301      1116            0      2417            0
## 87        SBrkr       684       876            0      1560            0
## 88        SBrkr       612       612            0      1224            0
## 89        SBrkr      1013         0          513      1526            0
## 90        SBrkr       990         0            0       990            1
## 91        FuseA      1040         0            0      1040            0
## 92        SBrkr      1235         0            0      1235            0
## 93        SBrkr       964         0            0       964            1
## 94        SBrkr      1260      1031            0      2291            0
## 95        SBrkr       905       881            0      1786            1
## 96        SBrkr       680       790            0      1470            0
## 97        SBrkr      1588         0            0      1588            0
## 98        FuseF       960         0            0       960            1
## 99        SBrkr       835         0            0       835            0
## 100       SBrkr      1225         0            0      1225            1
## 101       SBrkr      1610         0            0      1610            1
## 102       SBrkr       977       755            0      1732            0
## 103       SBrkr      1535         0            0      1535            0
## 104       SBrkr      1226         0            0      1226            0
## 105       FuseF      1226       592            0      1818            0
## 106       SBrkr      1053       939            0      1992            0
## 107       SBrkr      1047         0            0      1047            0
## 108       SBrkr       789         0            0       789            0
## 109       FuseF       997       520            0      1517            0
## 110       SBrkr      1844         0            0      1844            0
## 111       SBrkr      1216       639            0      1855            0
## 112       SBrkr       774       656            0      1430            0
## 113       SBrkr      1282      1414            0      2696            1
## 114       SBrkr      2259         0            0      2259            1
## 115       SBrkr      1436       884            0      2320            1
## 116       SBrkr       729       729            0      1458            0
## 117       SBrkr      1092         0            0      1092            0
## 118       SBrkr      1125         0            0      1125            0
## 119       SBrkr      1699      1523            0      3222            1
## 120       SBrkr       728       728            0      1456            0
## 121       SBrkr       988         0            0       988            1
## 122       SBrkr       772       351            0      1123            0
## 123       SBrkr      1080         0            0      1080            0
## 124       SBrkr      1199         0            0      1199            0
## 125       SBrkr      1586         0            0      1586            0
## 126       SBrkr       520         0          234       754            1
## 127       SBrkr       958         0            0       958            0
## 128       SBrkr       840         0            0       840            0
## 129       SBrkr       660       688            0      1348            0
## 130       FuseA      1053         0            0      1053            0
## 131       SBrkr      1216       941            0      2157            0
## 132       SBrkr      1022      1032            0      2054            1
## 133       SBrkr      1327         0            0      1327            1
## 134       SBrkr      1296         0            0      1296            1
## 135       SBrkr      1721         0            0      1721            0
## 136       SBrkr      1682         0            0      1682            0
## 137       SBrkr      1214         0            0      1214            0
## 138       SBrkr      1959         0            0      1959            0
## 139       SBrkr      1004       848            0      1852            0
## 140       SBrkr       928       836            0      1764            1
## 141       SBrkr       864         0            0       864            0
## 142       SBrkr      1734         0            0      1734            1
## 143       SBrkr       910       475            0      1385            0
## 144       SBrkr      1501         0            0      1501            1
## 145       SBrkr      1728         0            0      1728            1
## 146       SBrkr       970       739            0      1709            0
## 147       FuseA       875         0            0       875            1
## 148       SBrkr       884      1151            0      2035            0
## 149       SBrkr      1080         0            0      1080            1
## 150       FuseA       896       448            0      1344            0
## 151       SBrkr       969         0            0       969            0
## 152       SBrkr      1710         0            0      1710            1
## 153       SBrkr      1097       896            0      1993            0
## 154       SBrkr      1252         0            0      1252            1
## 155       FuseA      1200         0            0      1200            0
## 156       FuseF       572       524            0      1096            0
## 157       FuseF      1040         0            0      1040            0
## 158       SBrkr       774      1194            0      1968            0
## 159       SBrkr       991       956            0      1947            0
## 160       SBrkr      1392      1070            0      2462            1
## 161       SBrkr      1232         0            0      1232            0
## 162       SBrkr      1572      1096            0      2668            1
## 163       SBrkr      1541         0            0      1541            0
## 164       SBrkr       882         0            0       882            0
## 165       FuseA      1149       467            0      1616            0
## 166       SBrkr       808       547            0      1355            1
## 167       FuseA      1867         0            0      1867            1
## 168       SBrkr      1610       551            0      2161            1
## 169       SBrkr       840       880            0      1720            0
## 170       SBrkr      1707         0            0      1707            0
## 171       SBrkr       854         0          528      1382            0
## 172       SBrkr      1656         0            0      1656            1
## 173       SBrkr      1064       703            0      1767            1
## 174       SBrkr      1362         0            0      1362            1
## 175       SBrkr      1651         0            0      1651            1
## 176       SBrkr      2158         0            0      2158            1
## 177       SBrkr      1164       896            0      2060            0
## 178       SBrkr      1252       668            0      1920            1
## 179       SBrkr      2234         0            0      2234            1
## 180       SBrkr       968         0            0       968            0
## 181       SBrkr       769       756            0      1525            0
## 182       SBrkr       901       901            0      1802            0
## 183       SBrkr      1340         0            0      1340            0
## 184       SBrkr      1362       720            0      2082            0
## 185       SBrkr       936       316            0      1252            0
## 186       SBrkr      1518      1518          572      3608            0
## 187       SBrkr      1217         0            0      1217            1
## 188       SBrkr       808       704          144      1656            0
## 189       SBrkr      1224         0            0      1224            2
## 190       SBrkr      1593         0            0      1593            1
## 191       SBrkr      1549      1178            0      2727            0
## 192       SBrkr       725       754            0      1479            1
## 193       SBrkr      1431         0            0      1431            1
## 194       SBrkr       970       739            0      1709            0
## 195       SBrkr       864         0            0       864            0
## 196       SBrkr       855       601            0      1456            0
## 197       SBrkr      1726         0            0      1726            1
## 198       SBrkr      1360      1360          392      3112            1
## 199       SBrkr       929       929          371      2229            0
## 200       SBrkr      1713         0            0      1713            1
## 201       SBrkr      1121         0            0      1121            0
## 202       SBrkr      1279         0            0      1279            0
## 203       SBrkr       865       445            0      1310            0
## 204       SBrkr       848         0            0       848            1
## 205       SBrkr       720       564            0      1284            0
## 206       SBrkr      1442         0            0      1442            0
## 207       SBrkr      1696         0            0      1696            0
## 208       SBrkr      1100         0            0      1100            1
## 209       SBrkr      1180       882            0      2062            1
## 210       SBrkr      1092         0            0      1092            1
## 211       FuseA       864         0            0       864            1
## 212       SBrkr      1212         0            0      1212            0
## 213       SBrkr       932       920            0      1852            1
## 214       SBrkr       990         0            0       990            0
## 215       SBrkr       689       703            0      1392            0
## 216       SBrkr      1236         0            0      1236            0
## 217       SBrkr      1436         0            0      1436            1
## 218       SBrkr       810       518            0      1328            0
## 219       SBrkr      1137       817            0      1954            0
## 220       SBrkr      1248         0            0      1248            0
## 221       SBrkr      1498         0            0      1498            0
## 222       SBrkr      1010      1257            0      2267            0
## 223       SBrkr       811       741            0      1552            1
## 224       SBrkr       864         0            0       864            0
## 225       SBrkr      2392         0            0      2392            0
## 226       SBrkr       630       672            0      1302            0
## 227       SBrkr      1214      1306            0      2520            0
## 228       SBrkr       483       504            0       987            0
## 229       SBrkr       912         0            0       912            0
## 230       SBrkr      1555         0            0      1555            0
## 231       SBrkr      1194         0            0      1194            1
## 232       SBrkr      1490      1304            0      2794            1
## 233       SBrkr       483       504            0       987            0
## 234       SBrkr       894         0            0       894            1
## 235       SBrkr       860      1100            0      1960            1
## 236       SBrkr       483       504            0       987            0
## 237       SBrkr      1414         0            0      1414            0
## 238       SBrkr      1014       730            0      1744            0
## 239       SBrkr      1694         0            0      1694            0
## 240       FuseA       798       689            0      1487            0
## 241       SBrkr      1566         0            0      1566            1
## 242       SBrkr       866         0            0       866            0
## 243       FuseA       889       551            0      1440            0
## 244       SBrkr       626       591            0      1217            0
## 245       SBrkr      1222       888            0      2110            1
## 246       SBrkr      1872         0            0      1872            0
## 247       FuseP       908      1020            0      1928            0
## 248       SBrkr      1375         0            0      1375            0
## 249       SBrkr       840       828            0      1668            0
## 250       SBrkr      1444       700            0      2144            0
## 251       SBrkr      1306         0            0      1306            0
## 252       SBrkr      1625         0            0      1625            1
## 253       SBrkr       798       842            0      1640            0
## 254       SBrkr      1302         0            0      1302            0
## 255       SBrkr      1314         0            0      1314            1
## 256       SBrkr      1005      1286            0      2291            0
## 257       SBrkr       864       864            0      1728            0
## 258       SBrkr      1604         0            0      1604            1
## 259       SBrkr       963       829            0      1792            0
## 260       FuseA       882         0            0       882            0
## 261       SBrkr      1382         0            0      1382            1
## 262       SBrkr      1482      1092            0      2574            0
## 263       SBrkr      1212         0            0      1212            1
## 264       SBrkr       926         0          390      1316            1
## 265       FuseP       764         0            0       764            0
## 266       SBrkr      1422         0            0      1422            0
## 267       SBrkr       802       709            0      1511            1
## 268       SBrkr      1052       720          420      2192            0
## 269       SBrkr       778         0            0       778            0
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## 271       SBrkr      1095       844            0      1939            0
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## 276       SBrkr       952       596            0      1548            0
## 277       SBrkr      1560         0            0      1560            0
## 278       SBrkr       864         0            0       864            0
## 279       SBrkr      2121         0            0      2121            0
## 280       SBrkr      1156       866            0      2022            0
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## 285       SBrkr      1575         0            0      1575            1
## 286       SBrkr       625       625            0      1250            0
## 287       SBrkr      1085       649            0      1734            0
## 288       SBrkr       858         0            0       858            0
## 289       SBrkr       900         0            0       900            0
## 290       FuseA       698       698            0      1396            0
## 291       SBrkr      1079       840            0      1919            0
## 292       SBrkr       936       780            0      1716            1
## 293       SBrkr      1148       568            0      1716            0
## 294       SBrkr      1468       795            0      2263            1
## 295       SBrkr      1644         0            0      1644            1
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## 298       SBrkr       975       975            0      1950            0
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## 301       SBrkr      1336         0            0      1336            1
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## 303       SBrkr      1541         0            0      1541            0
## 304       SBrkr       894         0            0       894            1
## 305       SBrkr      1675      1818            0      3493            0
## 306       SBrkr      2000         0            0      2000            1
## 307       SBrkr      1122      1121            0      2243            1
## 308       FuseA      1035       371            0      1406            0
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## 310       SBrkr      1944         0            0      1944            1
## 311       SBrkr       697       804            0      1501            0
## 312       SBrkr       972         0            0       972            1
## 313       SBrkr       793       325            0      1118            1
## 314       SBrkr      2036         0            0      2036            2
## 315       SBrkr       832       809            0      1641            0
## 316       SBrkr       716       716            0      1432            1
## 317       SBrkr      1153      1200            0      2353            1
## 318       SBrkr      1088       871            0      1959            0
## 319       SBrkr      1372      1274            0      2646            1
## 320       SBrkr      1472         0            0      1472            1
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## 322       SBrkr      1136      1332            0      2468            1
## 323       SBrkr      1553      1177            0      2730            1
## 324       SBrkr      1163         0            0      1163            1
## 325       SBrkr      1898      1080            0      2978            0
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## 334       SBrkr      1358         0            0      1358            1
## 335       SBrkr       943       695            0      1638            1
## 336       SBrkr      1619       167            0      1786            2
## 337       SBrkr      1922         0            0      1922            1
## 338       SBrkr      1536         0            0      1536            1
## 339       SBrkr      1621         0            0      1621            1
## 340       FuseA      1215         0            0      1215            0
## 341       SBrkr       993       915            0      1908            0
## 342       SBrkr       841         0            0       841            0
## 343       FuseA      1040         0            0      1040            0
## 344       SBrkr      1684         0            0      1684            0
## 345       SBrkr       536       576            0      1112            0
## 346       SBrkr       972       605            0      1577            0
## 347       SBrkr       958         0            0       958            0
## 348       FuseA      1478         0            0      1478            1
## 349       SBrkr       764       862            0      1626            1
## 350       SBrkr      1848       880            0      2728            1
## 351       SBrkr      1869         0            0      1869            0
## 352       SBrkr      1453         0            0      1453            1
## 353       SBrkr       616       495            0      1111            0
## 354       SBrkr       720         0            0       720            0
## 355       SBrkr      1192       403            0      1595            0
## 356       SBrkr      1200         0            0      1200            1
## 357       SBrkr      1167         0            0      1167            1
## 358       SBrkr      1142         0            0      1142            1
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##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
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## 1035            0        1        0            3            1          TA
## 1036            0        2        0            2            1          Ex
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## 1039            0        1        0            1            1          TA
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## 1078            0        1        0            1            1          Gd
## 1079            0        1        0            3            1          TA
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## 1082            0        2        0            3            1          Gd
## 1083            0        1        0            3            1          TA
## 1084            0        2        1            3            1          TA
## 1085            0        1        0            2            1          Gd
## 1086            0        1        1            3            1          TA
## 1087            0        2        1            3            1          Gd
## 1088            0        2        0            3            1          Gd
## 1089            0        1        1            1            1          Gd
## 1090            0        2        0            2            2          TA
## 1091            0        2        1            2            1          Gd
## 1092            0        2        0            4            1          TA
## 1093            0        1        1            1            1          Gd
## 1094            0        1        0            2            1          TA
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## 1096            0        1        1            3            1          Gd
## 1097            0        1        1            2            1          Gd
## 1098            0        1        0            3            1          TA
## 1099            0        2        0            3            1          TA
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## 1102            0        1        0            2            1          TA
## 1103            1        1        0            3            1          TA
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## 1106            0        2        0            3            1          Gd
## 1107            0        2        1            3            1          Gd
## 1108            0        2        1            3            1          TA
## 1109            0        2        0            3            1          Gd
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## 1122            0        1        0            3            1          TA
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## 1125            0        1        0            2            1          Fa
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## 1129            0        1        0            2            1          TA
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## 1151            0        1        1            3            1          Fa
## 1152            0        1        0            2            1          Ex
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## 1158            0        2        0            3            1          Gd
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## 1166            0        2        0            3            1          Gd
## 1167            0        2        1            3            1          TA
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## 1170            0        1        0            3            1          TA
## 1171            0        1        0            3            1          TA
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## 1173            0        3        0            3            1          Ex
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## 1188            0        2        1            3            1          Gd
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## 1192            0        1        0            3            1          Gd
## 1193            0        2        0            2            1          TA
## 1194            0        1        1            4            1          TA
## 1195            0        2        1            3            1          Gd
## 1196            0        2        1            4            1          Gd
## 1197            0        1        0            3            1          TA
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## 1199            0        1        1            3            1          TA
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## 1202            0        1        0            3            1          TA
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## 1204            0        1        1            3            1          TA
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## 1206            0        1        0            2            1          TA
## 1207            0        2        0            3            1          Gd
## 1208            0        1        0            3            1          TA
## 1209            0        2        0            3            1          Gd
## 1210            0        2        1            3            1          Gd
## 1211            0        2        0            4            1          TA
## 1212            0        1        0            2            1          TA
## 1213            1        0        0            0            1          TA
## 1214            0        1        0            3            1          TA
## 1215            0        1        0            3            1          TA
## 1216            0        2        0            4            2          TA
## 1217            0        2        0            3            1          Gd
## 1218            0        1        0            2            1          TA
## 1219            0        1        1            3            1          TA
## 1220            0        1        0            2            1          TA
## 1221            0        1        0            3            1          TA
## 1222            0        2        0            3            1          TA
## 1223            0        2        0            4            1          TA
## 1224            0        2        1            3            1          Gd
## 1225            1        1        0            3            1          TA
## 1226            0        2        1            4            1          Gd
## 1227            0        1        0            2            1          Gd
## 1228            0        1        1            1            1          Ex
## 1229            0        2        0            4            1          TA
## 1230            0        2        2            4            2          TA
## 1231            0        1        0            3            1          TA
## 1232            0        2        0            2            2          TA
## 1233            0        1        0            3            1          TA
## 1234            0        1        1            4            1          TA
## 1235            0        1        1            4            1          TA
## 1236            0        2        1            2            1          Gd
## 1237            0        2        1            4            1          Gd
## 1238            0        1        1            3            1          TA
## 1239            0        2        0            2            1          Ex
## 1240            0        2        1            3            1          Gd
## 1241            0        2        0            3            1          Gd
## 1242            0        2        0            3            1          Gd
## 1243            0        2        1            2            1          Ex
## 1244            0        1        0            3            1          Gd
## 1245            0        3        1            3            1          TA
## 1246            0        2        1            3            1          Gd
## 1247            0        1        0            3            1          TA
## 1248            0        1        1            3            1          TA
## 1249            0        1        0            3            1          TA
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1               8        Typ          0        None     Attchd        2003
## 2               6        Typ          1          TA     Attchd        1976
## 3               6        Typ          1          TA     Attchd        2001
## 4               7        Typ          1          Gd     Detchd        1998
## 5               9        Typ          1          TA     Attchd        2000
## 6               5        Typ          0        None     Attchd        1993
## 7               7        Typ          1          Gd     Attchd        2004
## 8               7        Typ          2          TA     Attchd        1973
## 9               8       Min1          2          TA     Detchd        1931
## 10              5        Typ          2          TA     Attchd        1939
## 11              5        Typ          0        None     Detchd        1965
## 12             11        Typ          2          Gd    BuiltIn        2005
## 13              4        Typ          0        None     Detchd        1962
## 14              7        Typ          1          Gd     Attchd        2006
## 15              5        Typ          1          Fa     Attchd        1960
## 16              5        Typ          0        None     Detchd        1991
## 17              5        Typ          1          TA     Attchd        1970
## 18              6        Typ          0        None    CarPort        1967
## 19              6        Typ          0        None     Detchd        2004
## 20              6       Min1          0        None     Attchd        1958
## 21              9        Typ          1          Gd    BuiltIn        2005
## 22              6        Typ          1          Gd     Attchd        1930
## 23              7        Typ          1          Gd     Attchd        2002
## 24              6        Typ          1          TA     Attchd        1976
## 25              6        Typ          1          TA     Attchd        1968
## 26              7        Typ          1          Gd     Attchd        2007
## 27              5        Typ          0        None     Detchd        2005
## 28              7        Typ          1          Gd     Attchd        2008
## 29              6        Typ          2          Gd     Attchd        1957
## 30              4        Typ          0        None     Detchd        1920
## 31              6        Typ          0        None     Detchd        1920
## 32              6        Typ          0        None     Attchd        1966
## 33              7        Typ          0        None     Attchd        2007
## 34              6        Typ          1          Gd     Attchd        1959
## 35              6        Typ          1          Gd     Attchd        2005
## 36              9        Typ          1          Gd    BuiltIn        2004
## 37              6        Typ          0        None     Attchd        1995
## 38              5        Typ          1          TA     Attchd        1954
## 39              5        Typ          0        None     Detchd        1953
## 40              6        Typ          0        None       None           0
## 41              6        Typ          1          TA     Attchd        1965
## 42              5        Typ          2          Gd     Attchd        1959
## 43              5        Typ          0        None     Attchd        1983
## 44              5        Typ          0        None     Detchd        1977
## 45              6        Typ          0        None     Attchd        1959
## 46              6        Typ          1          Gd     Attchd        2005
## 47              6        Typ          1          Ex     Attchd        2003
## 48              7        Typ          0        None     Attchd        2006
## 49              8        Typ          0        None       None           0
## 50              6        Typ          0        None     Attchd        1966
## 51              6        Typ          0        None     Attchd        1997
## 52              6        Typ          1          Gd     Detchd        1985
## 53              5        Typ          0        None    CarPort        1963
## 54              5        Typ          1          Gd     Attchd        1981
## 55              6       Min1          1          TA     Detchd        1962
## 56              7        Typ          1          Gd     Attchd        1964
## 57              7        Typ          0        None     Attchd        1999
## 58              7        Typ          0        None     Attchd        2004
## 59             10        Typ          1          Gd    BuiltIn        2006
## 60              4        Typ          0        None     Detchd        1973
## 61              5        Typ          0        None     Detchd        2006
## 62              6        Typ          0        None     Detchd        1935
## 63              6        Typ          1          Gd     Attchd        2006
## 64              9        Typ          0        None     Detchd        1990
## 65              8        Typ          0        None     Attchd        1998
## 66              9        Typ          1          Gd    BuiltIn        2004
## 67              7       Min1          1          Gd     Attchd        1970
## 68              7        Typ          0        None     Attchd        2003
## 69              4        Typ          0        None     Attchd        1945
## 70              7        Typ          1          TA     Attchd        1953
## 71              8        Typ          2          Gd     Attchd        1973
## 72              4        Typ          0        None     Detchd        1987
## 73              7        Typ          1          TA     Attchd        1998
## 74              6        Typ          0        None     Attchd        1989
## 75              8        Typ          0        None     Detchd        1915
## 76              5        Typ          0        None    BuiltIn        1973
## 77              4        Typ          0        None     Detchd        1956
## 78              6       Min1          0        None     Detchd        1948
## 79              8        Typ          0        None       None           0
## 80              5        Typ          0        None     Detchd        1966
## 81              8        Typ          1          Gd     Attchd        1968
## 82              5        Typ          0        None     Attchd        1998
## 83              6        Typ          1          Gd     Attchd        2007
## 84              6        Typ          0        None     Detchd        1974
## 85              7        Typ          1          TA    BuiltIn        1995
## 86              9        Typ          1          TA     Attchd        1991
## 87              6        Typ          1          Gd    BuiltIn        2005
## 88              4        Typ          0        None     Detchd        2009
## 89              6        Typ          0        None       None           0
## 90              5        Typ          0        None       None           0
## 91              4        Typ          0        None     Detchd        1950
## 92              6        Typ          0        None     Attchd        1961
## 93              5        Typ          0        None     Detchd        1921
## 94              9        Typ          1          Gd     Detchd        1900
## 95              7        Typ          0        None     Attchd        1997
## 96              6        Typ          1          TA    BuiltIn        1993
## 97              6        Typ          0        None     Attchd        1999
## 98              6        Typ          0        None     Attchd        1965
## 99              5        Typ          0        None    Basment        1920
## 100             6        Typ          0        None       None           0
## 101             6        Typ          2          TA     Attchd        1977
## 102             7        Typ          1          TA     Attchd        1985
## 103             8        Typ          0        None     Attchd        1979
## 104             6        Typ          0        None     Attchd        2009
## 105             7        Typ          2          TA     Detchd        1951
## 106             9        Typ          1          Gd     Attchd        2003
## 107             6        Typ          0        None     Detchd        1954
## 108             5        Typ          0        None     Detchd        1948
## 109             7        Typ          0        None       None           0
## 110             7        Typ          1          TA     Attchd        1977
## 111             7        Typ          0        None     Attchd        1954
## 112             7        Typ          1          TA    BuiltIn        2000
## 113            10        Typ          1          Gd    BuiltIn        2007
## 114             7        Typ          2          Gd    Basment        1953
## 115             9        Typ          1          TA     Detchd        1945
## 116             5        Typ          1          Fa     Detchd        1999
## 117             6        Typ          1          Po     Attchd        1962
## 118             5        Typ          0        None     Attchd        2007
## 119            11        Typ          2          TA     Attchd        1990
## 120             8        Typ          1          Gd     Attchd        2005
## 121             4        Typ          2          TA     Attchd        1969
## 122             4        Typ          0        None     Detchd        1979
## 123             5        Typ          0        None     Attchd        1958
## 124             5        Typ          0        None     Attchd        1993
## 125             7        Typ          1          TA     Attchd        1979
## 126             5        Typ          0        None       None           0
## 127             5        Typ          1          TA     Attchd        1977
## 128             5        Typ          1          TA       None           0
## 129             6        Typ          1          Fa     Attchd        1966
## 130             6        Typ          0        None     2Types        1998
## 131             8        Typ          2          Gd     Attchd        1966
## 132             7        Typ          1          TA    BuiltIn        2000
## 133             7        Typ          0        None     Detchd        1974
## 134             6        Typ          0        None     Attchd        2001
## 135             7       Min1          1          TA     Attchd        1968
## 136             7        Typ          1          Gd     Attchd        1970
## 137             5        Typ          1          Fa     Attchd        1967
## 138             9        Typ          0        None     2Types        1989
## 139             7        Typ          2          TA     Attchd        1999
## 140             7        Typ          0        None     Attchd        1997
## 141             5        Typ          1          Po       None           0
## 142             7        Typ          0        None     Attchd        2005
## 143             6        Typ          0        None     Detchd        2000
## 144             6        Typ          0        None     Attchd        1999
## 145            10        Typ          0        None     Detchd        1963
## 146             7       Maj1          0        None     Detchd        2004
## 147             5        Typ          0        None     Detchd        1931
## 148             8        Typ          1          Gd    BuiltIn        2001
## 149             6        Typ          0        None       None           0
## 150             7        Typ          0        None     Detchd        1936
## 151             5        Typ          0        None     Attchd        1975
## 152             6        Typ          1          Gd     Attchd        2007
## 153             8        Typ          1          Gd     Attchd        1971
## 154             4        Typ          1          Gd     Attchd        1960
## 155             7        Typ          0        None     Detchd        1923
## 156             5        Typ          0        None       None           0
## 157             5        Typ          0        None     Detchd        1950
## 158             8        Typ          1          Gd    BuiltIn        2009
## 159             8        Typ          1          Gd     Attchd        2004
## 160             9        Typ          1          Gd     Attchd        2006
## 161             6        Typ          0        None     Attchd        1984
## 162            10        Typ          2          Gd    BuiltIn        2003
## 163             7        Typ          1          Gd     Attchd        2005
## 164             4        Typ          0        None       None           0
## 165             5        Typ          0        None     Detchd        1926
## 166             6        Typ          0        None       None           0
## 167             7        Typ          3          Gd     Attchd        1955
## 168             8        Typ          1          Gd     Attchd        2007
## 169             7        Typ          1          Gd     Attchd        2004
## 170             6        Typ          1          TA     Attchd        1981
## 171             7        Typ          0        None     Detchd        1991
## 172             7        Typ          2          Gd     Attchd        1960
## 173             5        Typ          1          TA     Attchd        1987
## 174             6        Typ          1          TA     Attchd        1961
## 175             7       Min2          1          TA     Attchd        1986
## 176             7        Typ          1          Gd     Attchd        1950
## 177             8        Typ          1          TA     Attchd        1988
## 178             8        Typ          1          Gd     Attchd        1958
## 179             9        Typ          1          Gd     Attchd        2009
## 180             5        Typ          0        None     Detchd        1935
## 181             5        Typ          1          TA     Detchd        2000
## 182             9        Typ          1          Gd     Detchd        1920
## 183             7        Typ          1          Gd     Attchd        1957
## 184             6        Mod          0        None     Detchd        2003
## 185             5        Typ          0        None     Attchd        1986
## 186            12        Typ          2          TA     Detchd        1993
## 187             6        Typ          0        None     Attchd        1990
## 188             8       Min2          0        None     Detchd        1916
## 189             6        Typ          2          TA     Detchd        1979
## 190             5        Typ          1          Gd     Attchd        2001
## 191            10       Maj1          2          TA     Detchd        1932
## 192             7        Typ          0        None     Attchd        1972
## 193             6        Typ          0        None     Attchd        1999
## 194             7       Maj1          0        None     Detchd        2004
## 195             5        Typ          0        None     Detchd        1989
## 196             7        Typ          1          TA     Attchd        1976
## 197             8        Typ          1          Gd     Attchd        2007
## 198             8        Typ          1          Ex     Detchd        1918
## 199             8        Typ          0        None       None           0
## 200             7        Typ          1          Gd     Attchd        2004
## 201             5        Typ          0        None     Attchd        2003
## 202             6        Typ          2          Fa     Detchd        1980
## 203             6       Min1          0        None     Attchd        1924
## 204             3        Typ          1          Gd     Attchd        2004
## 205             5        Typ          0        None     Detchd        1948
## 206             5        Typ          0        None     Attchd        1990
## 207             8       Min2          1          TA     Attchd        1962
## 208             6        Typ          1          Po     Attchd        1960
## 209             7        Typ          1          Gd     Attchd        1988
## 210             6        Typ          0        None     Attchd        1964
## 211             5        Typ          0        None       None           0
## 212             6        Typ          0        None     Attchd        2009
## 213             7        Typ          1          TA     Attchd        2009
## 214             5        Typ          0        None     Attchd        1996
## 215             6        Typ          0        None     Attchd        1977
## 216             6       Min1          1          Fa     Attchd        1957
## 217             8        Typ          0        None     Attchd        2004
## 218             8        Typ          0        None     Detchd        1940
## 219             8        Typ          2          TA     Attchd        1939
## 220             5        Typ          0        None     Attchd        2005
## 221             5        Typ          0        None     Attchd        2006
## 222             8        Typ          1          TA    BuiltIn        2002
## 223             6        Typ          1          TA     Attchd        1975
## 224             4        Typ          0        None     Detchd        1989
## 225             8        Typ          1          Ex     Attchd        2003
## 226             6        Typ          0        None     Detchd        1991
## 227             9        Typ          1          TA     Attchd        1995
## 228             5        Typ          0        None     Detchd        1987
## 229             5        Typ          1          Fa     Detchd        1974
## 230             7        Typ          1          TA     Attchd        2005
## 231             6        Typ          0        None     Attchd        1959
## 232             9        Typ          1          TA     Attchd        1995
## 233             5        Typ          1          Po     Attchd        1972
## 234             5        Typ          0        None     Attchd        1976
## 235             8        Typ          2          TA    BuiltIn        2002
## 236             5        Typ          0        None     Detchd        1971
## 237             6        Typ          0        None     Attchd        2004
## 238             7        Typ          0        None     Attchd        1993
## 239             7        Typ          0        None     Attchd        2007
## 240             7        Typ          1          Gd     Detchd        1949
## 241             7        Typ          0        None     Attchd        2008
## 242             4        Typ          0        None       None           0
## 243             6        Typ          0        None     Attchd        1940
## 244             6        Typ          1          TA     Attchd        1980
## 245             8        Typ          2          Fa     Attchd        1994
## 246             6        Typ          1          TA     Attchd        1988
## 247             9        Typ          0        None     Detchd        1910
## 248             5        Typ          1          TA     Attchd        1954
## 249             8        Typ          0        None     Attchd        2003
## 250             7        Typ          2          TA     Attchd        1958
## 251             6        Mod          0        None       None           0
## 252             5        Typ          1          Gd     Attchd        2006
## 253             6        Typ          0        None     Attchd        2004
## 254             7       Min1          0        None     Attchd        1964
## 255             5        Typ          0        None     Attchd        1957
## 256             8        Typ          1          TA    BuiltIn        1999
## 257             7        Typ          0        None     Attchd        2003
## 258             8        Typ          1          Gd     Attchd        2006
## 259             7        Typ          1          TA     Attchd        2001
## 260             4        Typ          0        None     Detchd        1956
## 261             6        Typ          1          TA     Attchd        1991
## 262            10        Typ          1          Gd    BuiltIn        2007
## 263             6        Typ          1          TA     Attchd        1978
## 264             6        Typ          0        None     Detchd        1974
## 265             4        Typ          0        None     Detchd        1965
## 266             7        Typ          1          TA     Attchd        1981
## 267             8        Typ          1          TA     Attchd        1997
## 268             8        Typ          1          Gd     Detchd        1939
## 269             4        Typ          1          Gd     Detchd        1966
## 270             6        Typ          1          Fa     Attchd        1987
## 271             8        Typ          1          Gd     Attchd        2006
## 272             5        Mod          2          TA     Attchd        1954
## 273             9        Typ          1          Gd     Attchd        1999
## 274             6       Min1          1          Gd     Attchd        1958
## 275             5        Typ          0        None     Attchd        1982
## 276             5        Typ          0        None     Detchd        1978
## 277             7        Typ          0        None     Attchd        2003
## 278             4        Typ          0        None     Detchd        1951
## 279             8        Typ          1          Ex     Attchd        2007
## 280             8        Typ          1          TA     Attchd        1977
## 281             7        Typ          1          TA     Attchd        1989
## 282             5        Typ          0        None     Attchd        2006
## 283             6        Typ          1          Gd     Attchd        2008
## 284             6        Typ          1          Gd     Attchd        2008
## 285             5        Typ          0        None     Attchd        1992
## 286             5        Typ          0        None     Detchd        2006
## 287             7        Typ          1          Gd     Attchd        1962
## 288             5        Typ          0        None       None           0
## 289             5        Typ          0        None     Detchd        1970
## 290             7        Typ          0        None     Detchd        2003
## 291             8        Typ          1          Gd     Attchd        2006
## 292             9        Typ          0        None       None           0
## 293             8       Min2          1          Gd     Attchd        1949
## 294             9        Typ          1          TA     Attchd        1977
## 295             7        Typ          2          Gd     Attchd        1953
## 296             6        Typ          0        None     Detchd        1984
## 297             6        Typ          0        None     Attchd        1950
## 298             7        Typ          1          TA     Detchd        1997
## 299             7        Typ          1          Gd     Attchd        1968
## 300             6        Typ          1          Gd     Attchd        1950
## 301             5        Typ          2          Gd     Attchd        1953
## 302             9        Typ          1          TA    BuiltIn        1998
## 303             6        Typ          1          TA     Attchd        2001
## 304             5        Typ          0        None     Attchd        1975
## 305            10        Typ          1          Ex     Attchd        2003
## 306             8        Typ          0        None     Attchd        2004
## 307             8        Typ          1          TA     Attchd        1990
## 308             6        Typ          0        None       None           0
## 309             4        Typ          0        None     Detchd        1961
## 310             8        Typ          3          Ex     Attchd        2003
## 311             6        Typ          1          TA     Attchd        1993
## 312             5        Typ          1          Gd     Detchd        1948
## 313             5        Typ          1          Gd     Detchd        1939
## 314             8        Typ          2          Gd     Attchd        1965
## 315             6        Typ          1          Gd     Detchd        1925
## 316             6        Typ          1          Gd     Attchd        2004
## 317            10        Typ          1          TA     Attchd        1983
## 318             8        Typ          1          Gd     Attchd        2006
## 319             9        Typ          1          TA     Attchd        1993
## 320             6        Typ          2          TA     Attchd        1980
## 321             9        Typ          0        None     Attchd        2006
## 322            10        Typ          1          Gd    BuiltIn        2004
## 323             8        Typ          1          TA     Attchd        1987
## 324             6        Typ          0        None     Attchd        1955
## 325            11        Typ          1          Gd    BuiltIn        1961
## 326             5        Typ          0        None     Detchd        1941
## 327             6        Typ          2          Gd     Attchd        1993
## 328             7        Typ          0        None     Attchd        1960
## 329            10        Typ          0        None     Detchd        1930
## 330             6        Typ          0        None     Detchd        1920
## 331            10        Typ          0        None     Detchd        2002
## 332             6        Typ          0        None     Attchd        1958
## 333             7        Typ          1          Gd     Attchd        2003
## 334             6        Typ          1          Gd     Attchd        2004
## 335             7        Typ          2          TA     Attchd        1998
## 336             7        Typ          2          Gd     Attchd        1965
## 337             8        Typ          1          Gd     Attchd        2005
## 338             7        Typ          0        None     Attchd        2002
## 339             8        Typ          0        None     Attchd        1984
## 340             6        Typ          0        None     Attchd        1958
## 341             9        Typ          0        None     Attchd        2002
## 342             4        Typ          0        None    CarPort        1950
## 343             6        Typ          0        None     Detchd        1949
## 344             6        Typ          1          Ex     Attchd        2005
## 345             4        Typ          0        None     Attchd        1976
## 346             6        Typ          1          Gd     Detchd        1939
## 347             5        Typ          0        None     Attchd        1960
## 348             6        Typ          2          Gd     Attchd        1960
## 349             6        Typ          0        None    BuiltIn        2003
## 350            10        Typ          2          Ex     Attchd        2006
## 351             6        Typ          1          Gd     Attchd        2007
## 352             6        Typ          1          TA     Attchd        1986
## 353             5        Typ          0        None     Detchd        1941
## 354             5        Typ          0        None     Detchd        2005
## 355             6        Typ          2          Gd     Attchd        1940
## 356             6        Typ          0        None     Attchd        1995
## 357             6        Typ          0        None     Attchd        1992
## 358             6        Typ          1          Po     Attchd        1976
## 359             6       Min2          0        None    BuiltIn        1958
## 360             7        Typ          1          TA     Attchd        1998
## 361             5        Typ          1          TA     Attchd        1978
## 362             8        Typ          0        None     Detchd        1940
## 363             7        Typ          1          Ex    BuiltIn        2003
## 364             5        Typ          0        None     Detchd        1972
## 365             6        Typ          1          TA     Attchd        1976
## 366             6        Typ          0        None     Detchd        1964
## 367             6        Typ          2          Gd     Attchd        1963
## 368             6        Typ          1          Gd    Basment        1962
## 369             7        Typ          1          Gd     Attchd        1954
## 370             7        Typ          1          Gd     Detchd        1997
## 371             7        Typ          1          TA     Attchd        2000
## 372             7       Min2          1          Gd     Detchd        1991
## 373             4        Typ          0        None     Attchd        1984
## 374             5       Min2          0        None     Attchd        1953
## 375             8        Typ          1          Gd    BuiltIn        2003
## 376             4       Maj1          0        None       None           0
## 377             5        Typ          0        None     Detchd        1998
## 378             8        Typ          1          Gd     Attchd        2004
## 379             8        Typ          1          Ex     Attchd        2010
## 380             7        Typ          1          TA     Attchd        2000
## 381             6        Typ          1          Gd     Detchd        1924
## 382             5        Typ          1          Gd     Attchd        2006
## 383             8        Typ          0        None     Attchd        2006
## 384             5        Typ          0        None     Detchd        1950
## 385             9        Typ          2          Fa     Attchd        1992
## 386             6        Typ          1          TA     Attchd        2004
## 387             8        Typ          0        None       None           0
## 388             6        Typ          1          Fa     Detchd        1977
## 389             6        Typ          0        None     Attchd        1999
## 390             9        Typ          1          Ex    BuiltIn        2008
## 391             7        Typ          0        None     Detchd        1978
## 392             7        Typ          1          TA    BuiltIn        2001
## 393             5        Typ          0        None     Attchd        1959
## 394             4        Typ          2          TA       None           0
## 395             5        Typ          0        None     Detchd        1940
## 396             6        Typ          0        None     Attchd        1956
## 397             6        Typ          0        None     Detchd        1985
## 398             8        Typ          1          TA     Attchd        1962
## 399             6       Maj2          0        None     Detchd        1920
## 400             7        Typ          0        None     Attchd        2007
## 401             4        Typ          2          Gd     Attchd        1996
## 402             6        Typ          1          Gd     Attchd        2005
## 403             4        Typ          0        None     Detchd        1940
## 404            10        Typ          1          TA    BuiltIn        1998
## 405             7        Typ          1          TA    BuiltIn        1995
## 406             8       Min1          1          TA     Attchd        1993
## 407             6       Maj2          0        None     Detchd        1936
## 408             8        Typ          0        None     Attchd        1960
## 409             9        Typ          1          Gd     Attchd        2006
## 410             8        Typ          1          Gd     Attchd        2008
## 411             5        Mod          0        None     Attchd        1958
## 412             5        Typ          0        None     Attchd        1955
## 413             7        Typ          1          Gd     Attchd        2009
## 414             5        Typ          1          Gd     Detchd        1927
## 415             9        Typ          1          TA     Attchd        1993
## 416             6        Typ          0        None     Attchd        2007
## 417             6        Typ          1          TA     Attchd        1978
## 418            10        Typ          1          Gd     Detchd        1918
## 419             7        Typ          0        None     Detchd        1940
## 420             6        Typ          1          Fa     Attchd        1968
## 421             8        Typ          0        None     Attchd        1997
## 422             8        Typ          1          TA     Attchd        1977
## 423             4        Typ          0        None     Attchd        1954
## 424             8        Typ          1          TA     Attchd        1998
## 425             6        Typ          1          Gd     Attchd        1956
## 426             6        Typ          2          Gd     Detchd        1947
## 427             5        Typ          1          TA     Attchd        1989
## 428             5        Typ          0        None     Detchd        1964
## 429             6        Typ          0        None     Attchd        2007
## 430             6        Typ          1          TA     Attchd        1988
## 431             4        Typ          0        None     Detchd        1971
## 432             7        Typ          0        None       None           0
## 433             6       Min1          0        None     Detchd        1971
## 434             7        Typ          1          TA     Attchd        1997
## 435             3        Typ          0        None       None           0
## 436             6        Typ          1          TA     Attchd        1996
## 437             6        Typ          0        None     Detchd        1990
## 438             4        Typ          0        None     Detchd        1926
## 439             4        Typ          1          Gd     Detchd        1990
## 440             7        Typ          0        None     Detchd        2005
## 441            10        Typ          2          Gd     Attchd        2008
## 442             8        Typ          0        None       None           0
## 443             8        Typ          1          Gd     Detchd        1930
## 444             6        Typ          1          Gd     Attchd        2007
## 445             8        Typ          1          TA     Attchd        1994
## 446             7        Typ          1          Gd     Attchd        1956
## 447             6        Mod          1          Gd     Attchd        1966
## 448            10        Typ          1          TA     Attchd        1998
## 449             7        Typ          1          Gd     Detchd        1937
## 450             6        Typ          0        None     Detchd        1981
## 451             5        Typ          0        None     Detchd        1932
## 452             5        Typ          2          TA     Attchd        1975
## 453             7        Typ          0        None     Attchd        1996
## 454             6        Typ          0        None     Attchd        2008
## 455             8        Typ          0        None     Detchd        1976
## 456             6        Typ          1          TA     Attchd        1973
## 457             7        Typ          0        None     Detchd        1916
## 458             6       Min1          2          Gd     Attchd        1954
## 459             7        Typ          1          Gd     Detchd        1925
## 460             5        Typ          1          TA     Detchd        1950
## 461             8        Typ          0        None    BuiltIn        2009
## 462             6        Typ          0        None     Detchd        1971
## 463             5        Typ          1          Po     Detchd        1965
## 464             6        Typ          1          Gd     Detchd        1939
## 465             5        Typ          0        None       None           0
## 466             6        Typ          1          TA     Attchd        2004
## 467             5        Typ          1          Po     Attchd        1970
## 468             7        Typ          2          Gd     Attchd        1942
## 469             7        Typ          1          Gd     Attchd        2006
## 470             7        Typ          0        None     Attchd        1993
## 471             4        Typ          0        None     Attchd        1985
## 472             8        Typ          1          Gd     Attchd        1977
## 473             5        Typ          0        None    Basment        2005
## 474             7        Typ          1          Ex     Attchd        2006
## 475             6        Typ          0        None     Attchd        2000
## 476             5        Typ          0        None     Detchd        1996
## 477             7        Typ          1          TA     Attchd        1997
## 478             9        Typ          1          Gd    BuiltIn        2006
## 479             7        Typ          1          Gd     Attchd        2007
## 480             7        Typ          0        None     Detchd        1995
## 481             8        Typ          1          Gd     Attchd        2004
## 482             6        Typ          1          Gd     Attchd        2003
## 483             7       Min2          1          Gd     Attchd        1915
## 484             5        Typ          0        None     Attchd        1998
## 485             6        Typ          0        None     Detchd        1963
## 486             5        Typ          1          Gd     Attchd        1950
## 487             6        Typ          0        None     Attchd        1965
## 488             7        Typ          1          TA     Attchd        1971
## 489            10        Mod          1          Gd     Attchd        1970
## 490             3        Typ          0        None     Attchd        1970
## 491             4        Typ          1          Gd    BuiltIn        1976
## 492             5        Typ          2          TA     Attchd        1941
## 493             8        Typ          0        None     Attchd        2006
## 494             6        Typ          1          Fa     Detchd        1964
## 495             4        Typ          0        None     Attchd        1938
## 496             4        Typ          0        None       None           0
## 497            10        Typ          1          Gd     Attchd        1992
## 498             8        Typ          0        None     Detchd        1925
## 499             5        Typ          0        None     Attchd        1967
## 500             5        Typ          0        None     Attchd        1958
## 501             7        Typ          0        None     Detchd        1973
## 502             7        Typ          0        None     Attchd        2005
## 503             6        Typ          0        None     Detchd        1965
## 504             6        Typ          2          TA     Attchd        1959
## 505             6        Typ          1          Fa     Attchd        1974
## 506            10        Typ          0        None     Detchd        1952
## 507             8        Typ          1          TA     Attchd        1993
## 508             4        Typ          0        None     Attchd        2009
## 509             7        Typ          1          Gd     Detchd        1928
## 510             6        Typ          0        None     Attchd        1959
## 511             6       Min1          2          TA    CarPort        1951
## 512             6        Typ          1          Gd     Attchd        2005
## 513             5        Typ          0        None     Detchd        1964
## 514             5        Typ          0        None     Attchd        1983
## 515             5        Typ          0        None     Detchd        1926
## 516             9        Typ          1          Gd     Attchd        2009
## 517             7        Typ          1          TA     Attchd        1972
## 518             7        Typ          1          TA     Attchd        1996
## 519             7        Typ          0        None     Attchd        1998
## 520             9        Typ          2          Gd     Detchd        1926
## 521             7        Typ          0        None       None           0
## 522             6        Typ          2          Gd     Attchd        1957
## 523             7        Typ          2          Gd     Detchd        1950
## 524             8        Typ          1          TA     Attchd        1996
## 525             6        Typ          1          TA     Attchd        2005
## 526             4        Typ          0        None     Attchd        1956
## 527            11        Typ          1          Gd     Attchd        2008
## 528             5        Typ          0        None       None           0
## 529             9       Maj1          2          TA     Attchd        1975
## 530             5        Typ          1          Fa     Attchd        1988
## 531             6        Typ          0        None     Detchd        1920
## 532             5        Mod          1          Po     Detchd        1967
## 533             2        Typ          0        None       None           0
## 534             6        Typ          1          Gd     Attchd        2004
## 535             5        Typ          0        None       None           0
## 536             8        Typ          0        None     Attchd        1998
## 537             5        Typ          0        None     Detchd        1980
## 538             7        Typ          1          Fa     Attchd        1968
## 539             6        Typ          1          TA     Attchd        2001
## 540             8        Typ          1          Gd     Attchd        2006
## 541             8        Typ          1          TA    BuiltIn        2000
## 542             7       Maj1          1          TA     Attchd        1998
## 543             4        Typ          0        None     Attchd        1998
## 544             7        Typ          1          Gd     Attchd        2006
## 545             9        Typ          0        None     Attchd        1988
## 546             6        Typ          1          Gd     Detchd        1950
## 547             5        Typ          0        None     Detchd        1987
## 548             4        Typ          0        None     Detchd        1963
## 549             8        Typ          1          Gd    BuiltIn        2003
## 550             4        Typ          0        None     Attchd        1977
## 551             5        Typ          0        None     Attchd        1957
## 552             7        Typ          1          Gd     Attchd        2006
## 553             5        Typ          0        None     Detchd        2002
## 554             8        Typ          1          Gd    BuiltIn        2003
## 555             5        Typ          1          Gd     Detchd        1922
## 556             6        Typ          1          TA     Attchd        1957
## 557             7        Typ          0        None    CarPort        1994
## 558             6        Typ          1          TA     Attchd        1996
## 559             7        Typ          1          TA     Attchd        2003
## 560             5        Mod          1          Gd     Detchd        1957
## 561             6        Typ          1          TA     Attchd        1975
## 562             6        Typ          1          Gd       None           0
## 563             8        Typ          1          Gd     Detchd        1955
## 564             9        Typ          1          TA     Attchd        1992
## 565             6        Typ          0        None     Detchd        1920
## 566            11        Typ          1          Gd    BuiltIn        2005
## 567             7        Typ          0        None     Attchd        2004
## 568             5       Min2          1          Gd    BuiltIn        1983
## 569             4        Typ          2          TA     Detchd        1979
## 570            10        Typ          0        None     Detchd        1987
## 571             4        Typ          0        None     Attchd        1959
## 572             6        Typ          0        None     Attchd        2009
## 573             8        Typ          1          TA    BuiltIn        2000
## 574             5        Typ          0        None    BuiltIn        1971
## 575             6        Typ          0        None     Detchd        1947
## 576             6        Typ          1          Gd     Detchd        1928
## 577             6        Typ          2          Fa     Attchd        1966
## 578             5        Typ          0        None     Detchd        2007
## 579             7        Typ          0        None     Attchd        1954
## 580             7        Typ          2          Gd     Attchd        1960
## 581             8        Typ          1          Gd     Attchd        2009
## 582             5        Typ          0        None       None           0
## 583             9        Typ          1          Gd     Detchd        1988
## 584             6        Typ          0        None     Detchd        1935
## 585             7        Typ          2          Gd     Attchd        2005
## 586             5        Typ          0        None     Detchd        1961
## 587             4        Typ          0        None     Detchd        1996
## 588             5        Typ          2          Gd     Attchd        1968
## 589             4        Typ          0        None     Detchd        1988
## 590             6        Typ          0        None     Attchd        2004
## 591            10        Typ          1          Gd    BuiltIn        2008
## 592             4        Typ          0        None     Detchd        1985
## 593             4        Typ          0        None     Attchd        2003
## 594             5        Typ          0        None     Detchd        1981
## 595             7        Typ          1          TA     Attchd        2005
## 596             7        Typ          0        None     Detchd        1930
## 597             7        Typ          1          Gd     Attchd        2006
## 598             7        Typ          1          TA     Attchd        1977
## 599             6        Typ          1          TA     Attchd        1980
## 600             8        Typ          1          Gd    BuiltIn        2003
## 601             6        Typ          1          Gd     Detchd        1979
## 602             8        Typ          1          TA     Attchd        1992
## 603             4        Typ          0        None     Detchd        2004
## 604             6        Typ          1          TA     Attchd        2002
## 605             7        Typ          3          Fa     Attchd        1965
## 606             6        Typ          0        None     Detchd        2000
## 607             8        Typ          0        None     Attchd        1948
## 608            10        Typ          2          Gd    Basment        1934
## 609             5        Typ          0        None     Attchd        1961
## 610             8        Typ          2          Ex     Attchd        2000
## 611             6        Typ          1          TA     Attchd        1978
## 612             7        Typ          1          TA    BuiltIn        2001
## 613             6        Typ          0        None       None           0
## 614             3        Typ          0        None       None           0
## 615             6        Typ          0        None     Attchd        1963
## 616             7        Typ          1          Gd     Attchd        2002
## 617             4        Typ          0        None     Detchd        1962
## 618             9        Typ          1          Gd     Attchd        2007
## 619            10        Typ          2          Gd     Attchd        2003
## 620             5        Typ          0        None       None           0
## 621             9        Typ          1          TA     Attchd        1974
## 622             6        Typ          0        None     Detchd        1986
## 623             4        Typ          1          TA     Detchd        2000
## 624             8       Min2          1          TA     Attchd        1972
## 625             5        Typ          0        None     Attchd        1962
## 626             6       Min1          1          TA     Attchd        1960
## 627             7        Typ          2          Gd    Basment        1955
## 628             9        Typ          2          TA     Attchd        1969
## 629             6        Typ          0        None     Attchd        1964
## 630             8        Typ          0        None     Detchd        1937
## 631             6        Typ          1          Gd     Attchd        2006
## 632             6        Typ          1          TA     Attchd        1977
## 633             6        Typ          0        None     Attchd        1954
## 634             4        Typ          0        None     Detchd        1980
## 635            14        Typ          0        None       None           0
## 636             4       Maj1          1          Po       None           0
## 637             7        Typ          0        None    BuiltIn        1954
## 638             4        Typ          0        None       None           0
## 639             7        Typ          1          Gd     Attchd        2006
## 640             6        Typ          1          Gd     Attchd        2003
## 641             7        Typ          1          TA     Attchd        2001
## 642             9        Typ          3          TA     Attchd        1972
## 643             7       Min1          0        None     Attchd        1969
## 644             7        Typ          1          Gd     Attchd        2009
## 645             5        Typ          0        None     Detchd        1979
## 646             7       Min1          0        None     Detchd        1950
## 647             5        Typ          2          Gd     Attchd        1953
## 648             7        Typ          1          TA     Attchd        1966
## 649             3        Typ          0        None       None           0
## 650             7        Typ          0        None     Attchd        2007
## 651             7        Typ          1          Gd     Detchd        1940
## 652             7        Typ          1          TA     Attchd        1996
## 653             7        Typ          0        None     Detchd        1906
## 654             7        Typ          1          TA     Attchd        1995
## 655             6        Typ          0        None     Detchd        1971
## 656             5        Typ          0        None     Attchd        1959
## 657             6        Typ          1          Gd     Attchd        1931
## 658             6        Typ          1          Gd     Attchd        1948
## 659             7        Typ          0        None     Detchd        1968
## 660             7        Typ          1          TA     Attchd        1976
## 661             8        Typ          1          TA     Attchd        1994
## 662             5       Maj2          2          TA     Attchd        1968
## 663             6        Typ          0        None     Detchd        1974
## 664             8        Typ          1          Ex     Attchd        2005
## 665             7        Typ          1          TA     Attchd        2000
## 666             7        Sev          1          Po    CarPort        1965
## 667             7        Typ          1          Fa     Attchd        1994
## 668             6       Min2          1          TA     Detchd        1999
## 669             5        Typ          1          Gd     Detchd        1922
## 670             7        Typ          0        None     Attchd        2005
## 671             6        Typ          0        None     Detchd        1930
## 672             6        Typ          1          TA     Attchd        1977
## 673             7        Typ          2          TA     Attchd        1957
## 674             5        Typ          1          Gd     Attchd        1965
## 675             7        Typ          1          TA     Attchd        1978
## 676             8       Min2          0        None     2Types        1920
## 677             5        Typ          0        None     Detchd        1924
## 678             7        Typ          1          Gd     Attchd        2008
## 679             5        Typ          0        None     Detchd        1963
## 680             5        Typ          1          TA     Attchd        1980
## 681             6        Typ          0        None     Detchd        1968
## 682             6        Typ          1          Gd     Attchd        1996
## 683             7        Typ          1          TA     Attchd        2002
## 684             7        Typ          0        None     Attchd        1998
## 685             6       Min1          1          TA     Attchd        1984
## 686             7        Typ          0        None     Attchd        2007
## 687             4        Typ          0        None     Detchd        2004
## 688             7        Typ          1          Gd     Attchd        2007
## 689             6        Typ          1          Gd     Attchd        2005
## 690             3        Typ          1          TA     Attchd        2004
## 691            10        Typ          2          Ex     Attchd        1994
## 692             9        Typ          2          Gd     Attchd        1989
## 693             4        Typ          0        None     Detchd        1968
## 694             5        Typ          0        None     Detchd        1995
## 695             5        Typ          1          TA     Attchd        1987
## 696             4        Typ          0        None     Detchd        1921
## 697             6        Typ          0        None     Detchd        1952
## 698             5        Typ          1          Gd     Detchd        1973
## 699             5        Typ          0        None     Attchd        2004
## 700             7        Typ          1          Gd     Attchd        2002
## 701             6        Typ          0        None     Attchd        1969
## 702            10        Typ          1          Gd    BuiltIn        2006
## 703             8        Typ          1          Po     Detchd        1999
## 704             7        Typ          0        None     Attchd        2004
## 705             7        Mod          0        None       None           0
## 706             5        Typ          2          TA     Attchd        1971
## 707             6        Typ          1          Gd     Attchd        2006
## 708             8        Typ          1          Gd     Attchd        2007
## 709             6        Typ          0        None     Attchd        1966
## 710             5       Maj2          0        None       None           0
## 711             7        Typ          0        None     Detchd        1964
## 712             5        Typ          1          Gd     Attchd        1988
## 713             6        Typ          0        None     Detchd        1970
## 714             6        Typ          0        None     Attchd        1976
## 715             7        Typ          1          TA     Attchd        1974
## 716             8        Typ          0        None     Detchd        1996
## 717             5        Typ          1          Fa     Attchd        1973
## 718             9        Typ          1          TA     Attchd        1993
## 719             5        Typ          1          Po     Attchd        1969
## 720             5        Typ          1          TA     Attchd        1985
## 721             3        Typ          0        None     Attchd        2004
## 722             5        Typ          0        None     Detchd        1994
## 723             7        Typ          0        None     Detchd        1958
## 724             8        Typ          1          Gd     Attchd        2007
## 725             5        Typ          0        None     Detchd        1989
## 726             5        Typ          1          Gd     Attchd        1988
## 727             6        Typ          0        None     Attchd        2007
## 728             9        Typ          0        None     Detchd        1968
## 729             5        Typ          0        None     Detchd        1962
## 730             5        Typ          1          TA     Attchd        1995
## 731             6        Typ          1          Gd     Attchd        2003
## 732             8        Typ          1          TA     Attchd        1998
## 733             6        Typ          1          TA     Attchd        1961
## 734             6        Typ          0        None     Attchd        1968
## 735             6        Typ          2          TA     Detchd        1914
## 736             6        Typ          0        None     Detchd        1949
## 737             8        Typ          1          Gd     Attchd        2005
## 738             5        Typ          0        None       None           0
## 739             7        Typ          0        None     Attchd        2004
## 740             7        Typ          0        None     Detchd        1910
## 741             5        Typ          0        None     Detchd        1962
## 742             6        Typ          0        None     Attchd        2000
## 743             6       Min2          1          TA     Attchd        1997
## 744             5        Typ          1          TA     Attchd        1993
## 745            11        Typ          2          TA    BuiltIn        1994
## 746             8        Typ          1          TA    BuiltIn        2000
## 747             8        Typ          1          Gd     Detchd        1950
## 748             7        Typ          1          TA     Attchd        1996
## 749             9        Mod          0        None     Detchd        1945
## 750             7       Min2          0        None       None           0
## 751             6        Typ          0        None     Attchd        2003
## 752             6        Typ          0        None     Attchd        1997
## 753             8        Typ          1          Gd     Attchd        2005
## 754             5        Typ          0        None     Detchd        1969
## 755             6        Typ          0        None     Detchd        1999
## 756             7        Typ          0        None     Attchd        2007
## 757             6        Typ          1          TA     Attchd        1978
## 758             6        Typ          0        None     Detchd        1999
## 759             9        Typ          1          TA     Attchd        1995
## 760             5        Typ          0        None     Detchd        2008
## 761             5       Min1          0        None     Detchd        1965
## 762             7        Typ          0        None     Attchd        2009
## 763             8        Typ          1          Gd     Attchd        1999
## 764             6        Typ          1          Gd     Attchd        1995
## 765             6        Typ          1          Gd     Attchd        2008
## 766             7        Typ          1          TA     Attchd        1988
## 767             7        Mod          0        None     Attchd        1989
## 768             8        Typ          1          Gd     Attchd        2004
## 769            12        Mod          1          Gd    BuiltIn        2003
## 770             5        Typ          0        None     Detchd        1983
## 771             6        Typ          0        None     Detchd        1951
## 772             6        Typ          1          TA     Detchd        1976
## 773             5        Typ          0        None     Attchd        1958
## 774             9        Typ          1          Gd     Attchd        2006
## 775             5        Typ          0        None     Attchd        1998
## 776             7        Typ          0        None     Attchd        2005
## 777             5        Typ          1          Fa     Attchd        1974
## 778            10        Typ          2          TA     Detchd        1977
## 779             4        Typ          0        None     Attchd        1977
## 780             6        Typ          1          TA     Attchd        1995
## 781             7        Typ          0        None     Attchd        1992
## 782             6        Typ          0        None     Attchd        2001
## 783             4        Typ          1          TA     Attchd        1978
## 784             9        Typ          1          Gd       None           0
## 785             7        Typ          1          Gd     Attchd        1967
## 786             7        Typ          0        None     Detchd        1961
## 787             8        Typ          0        None    BuiltIn        2004
## 788             4        Typ          0        None     Detchd        1954
## 789             9        Typ          0        None     Attchd        1966
## 790             5        Typ          1          Gd     Attchd        2005
## 791             5        Typ          2          TA     Attchd        1976
## 792             8        Typ          1          TA     Attchd        1997
## 793             7        Typ          0        None     Attchd        2007
## 794             7        Typ          1          TA     Attchd        1994
## 795             7        Typ          1          TA     Attchd        1980
## 796             7        Typ          1          TA     Attchd        1977
## 797             4        Typ          0        None     Attchd        1953
## 798            11        Typ          2          Gd    BuiltIn        2009
## 799             7        Typ          2          TA     Detchd        1939
## 800             8        Typ          0        None     Attchd        1997
## 801             5        Typ          0        None     Detchd        1957
## 802             7        Typ          1          Gd     Attchd        2005
## 803            12        Typ          1          Gd    BuiltIn        2009
## 804             5       Min1          0        None     Attchd        1954
## 805             6        Typ          0        None     Attchd        2008
## 806             6        Typ          0        None     Attchd        1967
## 807             6        Typ          1          TA     Attchd        1923
## 808             6        Typ          1          Gd     Attchd        1966
## 809            11        Typ          0        None     Detchd        1910
## 810             5        Typ          1          Fa     Attchd        1974
## 811             4        Typ          1          Gd     Attchd        2004
## 812             4        Typ          0        None    Basment        1952
## 813             7        Typ          0        None     Attchd        1958
## 814             7        Typ          0        None     Detchd        1955
## 815             6        Typ          0        None     Attchd        1998
## 816             4        Typ          1          Gd     Attchd        1954
## 817             7        Typ          2          Gd     Attchd        2002
## 818             6        Typ          0        None     Attchd        1971
## 819             6        Typ          1          Gd     Attchd        2010
## 820             6        Typ          0        None     Attchd        2003
## 821             4       Min2          0        None     Detchd        1974
## 822             7        Typ          1          Gd    BuiltIn        2003
## 823             7        Typ          1          Gd     Detchd        1940
## 824             7        Typ          1          Gd     Attchd        2006
## 825             7        Typ          1          Gd     Attchd        2007
## 826             5        Typ          0        None       None           0
## 827             6        Typ          1          TA     Attchd        2001
## 828             7       Min2          0        None     Attchd        1967
## 829             4        Typ          0        None     Detchd        2005
## 830             6        Typ          2          Gd     Attchd        1957
## 831             4        Typ          0        None     Detchd        2005
## 832             7        Typ          1          TA     Attchd        2003
## 833             6        Typ          0        None     Attchd        1964
## 834             6        Typ          0        None     Attchd        1961
## 835             4       Min2          0        None     Attchd        1996
## 836             5       Min2          0        None     Detchd        1948
## 837             5        Typ          0        None     Detchd        1973
## 838             6        Typ          0        None     Attchd        1999
## 839             6        Typ          0        None     Detchd        1946
## 840             7        Typ          0        None     Detchd        1934
## 841             8        Typ          1          Po     Detchd        1983
## 842             6        Typ          0        None     Attchd        1966
## 843            10        Typ          0        None       None           0
## 844             7        Typ          1          Gd     Detchd        1949
## 845             6       Min2          2          TA    Basment        1975
## 846             7        Typ          1          TA     Attchd        1993
## 847             5        Typ          1          Fa     Attchd        1972
## 848            10        Typ          1          Gd     Detchd        1908
## 849             7        Typ          1          TA     Attchd        1976
## 850             3        Typ          0        None     Attchd        2003
## 851             7        Typ          1          TA     Attchd        2003
## 852             7        Typ          2          Gd     Detchd        1941
## 853             7        Typ          1          Fa     Attchd        1964
## 854             6        Typ          1          Gd     Attchd        1955
## 855             6        Typ          0        None     Detchd        1962
## 856             5        Typ          0        None     Detchd        1981
## 857             6        Typ          1          TA     Attchd        1994
## 858             6        Typ          1          TA     Attchd        1976
## 859             9        Typ          1          Gd     Attchd        1968
## 860             7        Typ          1          Gd     Detchd        1925
## 861             6        Typ          0        None     Attchd        1965
## 862             6        Typ          0        None     Attchd        1986
## 863             6        Typ          0        None     Attchd        1959
## 864             6        Typ          0        None     Attchd        2008
## 865             5        Typ          0        None     Detchd        1973
## 866             6        Typ          1          Gd     Attchd        2007
## 867             5        Typ          0        None     Attchd        1961
## 868             7        Typ          1          TA     Attchd        1979
## 869             8        Typ          1          TA     Attchd        1993
## 870             5        Typ          0        None     Detchd        1962
## 871             7        Typ          0        None     Attchd        1998
## 872             5        Typ          0        None     Attchd        1953
## 873             6        Typ          1          Gd     Attchd        1949
## 874             5        Typ          0        None     Detchd        1941
## 875            11        Typ          1          Gd    BuiltIn        2007
## 876             5        Typ          0        None     Attchd        1963
## 877            10        Typ          1          Gd     Attchd        2004
## 878             6       Min2          0        None     Detchd        1987
## 879             6        Typ          0        None     Attchd        1978
## 880             5        Typ          0        None     Attchd        2005
## 881             7        Typ          1          TA     Attchd        1990
## 882             7        Typ          1          TA    BuiltIn        1993
## 883            10        Typ          0        None     Detchd        1997
## 884             5        Typ          0        None     Attchd        1967
## 885             5        Typ          1          TA     Attchd        1999
## 886             8        Typ          0        None     Attchd        2005
## 887             8        Typ          0        None     Attchd        1955
## 888             8        Typ          1          TA     Attchd        1970
## 889             6        Typ          1          TA     Attchd        1953
## 890             6        Typ          1          Po     Detchd        2003
## 891             7        Typ          1          TA     Attchd        1978
## 892             6        Typ          0        None     Attchd        1963
## 893             6        Typ          1          Gd     Attchd        1954
## 894             8        Typ          0        None     Attchd        1979
## 895             8        Typ          1          TA     Attchd        1963
## 896             6        Typ          0        None     Detchd        1936
## 897            12        Typ          0        None     Detchd        1979
## 898            11        Typ          2          Gd     Attchd        2009
## 899             6        Typ          1          TA     Attchd        1961
## 900             4        Typ          0        None     Detchd        1979
## 901             5        Typ          0        None     Detchd        1968
## 902             8        Typ          1          Gd     Attchd        2003
## 903             7        Typ          1          Gd     Attchd        2006
## 904             6        Typ          0        None     Attchd        1967
## 905             6        Typ          0        None     Attchd        1954
## 906             8        Typ          1          Gd     Attchd        2006
## 907             6        Typ          1          Gd     Attchd        1936
## 908             5        Typ          0        None     Attchd        1983
## 909             8        Typ          1          Gd     Attchd        2005
## 910            12        Typ          0        None     Detchd        1960
## 911             5        Typ          0        None     Detchd        1978
## 912             6       Min1          0        None     Detchd        1925
## 913             8        Typ          0        None     2Types        1949
## 914             4        Typ          0        None     Detchd        2009
## 915             6        Typ          0        None     Attchd        1970
## 916             4        Typ          0        None     Detchd        1958
## 917             6        Typ          0        None     Attchd        1956
## 918             8        Typ          1          TA     Attchd        1991
## 919             6       Min1          1          TA     Attchd        1990
## 920             7        Typ          0        None     Attchd        1994
## 921             9        Typ          0        None       None           0
## 922             6        Typ          1          Gd     Attchd        2005
## 923             5        Typ          1          Fa     Attchd        1993
## 924             7        Typ          1          TA     Attchd        1980
## 925             6        Typ          0        None     Attchd        1977
## 926            10        Typ          1          Gd    BuiltIn        2003
## 927             9        Typ          1          Gd     Attchd        1968
## 928             7        Typ          1          TA     Attchd        2001
## 929             8        Typ          1          TA    BuiltIn        1997
## 930             7        Typ          0        None     Attchd        2007
## 931             5        Typ          0        None     Detchd        1965
## 932             8        Typ          1          Gd     Attchd        2006
## 933             6        Typ          0        None     Attchd        2004
## 934             9        Typ          1          Gd     Attchd        1960
## 935             5        Typ          0        None     Detchd        1953
## 936             5        Typ          0        None     Attchd        2003
## 937             8        Typ          1          Gd     Attchd        2005
## 938             7        Typ          0        None     Attchd        2006
## 939            10        Typ          2          TA     Attchd        1940
## 940             8        Typ          0        None     Attchd        1976
## 941             8        Typ          1          TA    BuiltIn        1999
## 942             8        Typ          0        None       None           0
## 943             8        Typ          0        None     Attchd        1967
## 944             7        Typ          1          Gd    Basment        1958
## 945             7        Typ          0        None     Detchd        1963
## 946             6        Typ          1          TA     Attchd        1959
## 947             9        Typ          1          Gd     Attchd        2002
## 948             7        Typ          1          TA     Attchd        2002
## 949             5        Typ          1          TA     Attchd        1972
## 950             5        Typ          0        None     Detchd        1980
## 951             6        Typ          0        None     Detchd        1979
## 952             5        Typ          0        None     Detchd        1974
## 953             7       Min2          1          Po     Attchd        1969
## 954             4        Typ          0        None       None           0
## 955             8        Typ          0        None     Attchd        1946
## 956             5        Typ          1          TA     Attchd        1980
## 957             6        Typ          0        None     Detchd        1977
## 958             6        Typ          0        None     Attchd        2003
## 959             6        Typ          0        None     Detchd        1999
## 960             4        Typ          0        None       None           0
## 961            11        Typ          1          TA     Attchd        1977
## 962             7        Typ          1          TA     Detchd        1976
## 963             7        Typ          0        None     Attchd        2007
## 964             8        Typ          1          Gd    BuiltIn        2002
## 965             8        Typ          1          Gd     Attchd        2005
## 966             7       Min2          2          TA     Detchd        1940
## 967             6        Typ          0        None     Attchd        1955
## 968             6        Typ          0        None       None           0
## 969             6        Typ          0        None     Attchd        1958
## 970             6        Typ          0        None       None           0
## 971             6        Typ          0        None    BuiltIn        2003
## 972             5        Typ          1          TA     Attchd        1979
## 973             6        Typ          0        None     Attchd        2007
## 974             8        Typ          0        None     Detchd        1997
## 975             6        Typ          0        None     Detchd        2000
## 976             4        Typ          0        None       None           0
## 977             4        Typ          0        None     Attchd        2007
## 978             5        Typ          0        None     Detchd        1999
## 979             5        Typ          0        None     Detchd        1963
## 980             6        Typ          0        None     Attchd        1961
## 981             8        Typ          1          TA     Attchd        1998
## 982             6        Typ          1          Gd     Attchd        2007
## 983             9        Typ          1          Gd     Attchd        2002
## 984             8        Typ          0        None     Attchd        1977
## 985             5        Typ          0        None     Detchd        1950
## 986             5        Typ          0        None     Attchd        1950
## 987             8        Typ          1          Gd     Attchd        2010
## 988             8        Typ          1          TA     Attchd        1976
## 989             6        Typ          0        None     Attchd        2006
## 990             7        Typ          1          TA     Attchd        1997
## 991             8        Typ          1          Gd     Attchd        1925
## 992             7        Typ          1          Fa     Attchd        1964
## 993             6        Typ          0        None     Attchd        2005
## 994             7        Typ          1          Gd     Attchd        2008
## 995             5        Typ          0        None     Detchd        1946
## 996             6        Typ          0        None     Attchd        1961
## 997             6        Typ          1          TA     Attchd        1970
## 998             6        Typ          1          Gd     Detchd        1922
## 999             6        Typ          0        None     Attchd        2006
## 1000            4       Min1          0        None     Detchd        1956
## 1001            4        Typ          0        None     Detchd        1920
## 1002            7        Typ          1          Gd     Attchd        2006
## 1003            8        Typ          0        None     Detchd        1976
## 1004            7        Typ          1          Gd     Attchd        2005
## 1005            6        Typ          0        None     Attchd        1977
## 1006            7        Typ          1          TA     Attchd        1970
## 1007            6        Typ          0        None     Attchd        1970
## 1008            7        Typ          1          Gd     Attchd        2004
## 1009            7        Typ          0        None       None           0
## 1010            7        Typ          1          Gd     Attchd        1948
## 1011            8        Typ          0        None       None           0
## 1012            7        Typ          2          TA     Detchd        1923
## 1013            4       Maj2          0        None     Detchd        1956
## 1014            5        Typ          1          Gd     Detchd        1948
## 1015            6        Typ          0        None     Attchd        2001
## 1016            6        Typ          1          TA     Attchd        1996
## 1017            4        Typ          1          Ex     Attchd        1984
## 1018            7        Typ          1          TA     Attchd        1991
## 1019            6        Typ          1          Gd     Attchd        2005
## 1020            5        Typ          0        None     Attchd        2005
## 1021            6        Typ          0        None     Attchd        2006
## 1022            6        Typ          0        None     Detchd        1957
## 1023            7        Typ          1          Gd     Attchd        2005
## 1024           10        Typ          1          Gd     Attchd        1976
## 1025            5        Typ          0        None     Detchd        1980
## 1026            6        Typ          2          Gd     Attchd        1960
## 1027            7        Typ          1          Gd     Attchd        2008
## 1028            6        Typ          1          Gd     Attchd        1941
## 1029            7        Typ          0        None     Detchd        1972
## 1030           10        Typ          0        None       None           0
## 1031           12        Typ          2          TA    Basment        1970
## 1032           10        Typ          1          TA     Attchd        1993
## 1033            6        Typ          0        None     Attchd        2002
## 1034            5        Typ          1          Gd    Basment        1938
## 1035            5        Typ          0        None     Detchd        1957
## 1036            6        Typ          1          Ex     Attchd        2008
## 1037            7        Typ          1          TA    BuiltIn        2001
## 1038            6        Typ          1          TA       None           0
## 1039            3        Typ          0        None     Attchd        1970
## 1040            8       Maj1          1          TA     Attchd        1957
## 1041            7        Typ          0        None     Attchd        1966
## 1042            5        Typ          1          Gd     Attchd        2005
## 1043           10        Typ          1          Ex     Attchd        1990
## 1044            9        Typ          1          Gd     Attchd        1981
## 1045            8       Min2          1          Gd     Attchd        1955
## 1046           11        Typ          1          Gd    BuiltIn        2005
## 1047            5        Typ          0        None     Detchd        1996
## 1048            9       Min1          1          TA     Attchd        1960
## 1049            6        Typ          0        None     Detchd        1946
## 1050            6        Typ          0        None     Attchd        2007
## 1051            6        Typ          1          Gd     Attchd        2007
## 1052            9        Typ          1          TA     Attchd        1964
## 1053            7       Min2          1          Gd    Basment        1957
## 1054            7        Typ          1          Gd     Attchd        2002
## 1055            7        Typ          1          TA     Attchd        1976
## 1056            6        Typ          1          Gd     Attchd        2005
## 1057            7        Typ          1          Gd    BuiltIn        1994
## 1058           10        Typ          1          Gd     Attchd        2008
## 1059            7        Typ          1          Gd     Detchd        1977
## 1060            6        Typ          0        None     Attchd        2001
## 1061            6        Typ          0        None     Detchd        1994
## 1062           10       Min2          0        None     Detchd        1945
## 1063            5        Typ          1          Gd     Detchd        1976
## 1064            6        Typ          1          Po     Attchd        1966
## 1065            7        Typ          0        None     Attchd        1996
## 1066            7        Typ          1          TA     Attchd        1993
## 1067            7        Typ          0        None     Attchd        1964
## 1068           10       Maj1          1          Gd     Attchd        1973
## 1069            4        Typ          0        None     Detchd        1985
## 1070            6        Typ          0        None     Attchd        1956
## 1071            8        Typ          0        None     Attchd        1968
## 1072            7        Typ          1          TA     Detchd        1954
## 1073            6        Typ          0        None     Attchd        1977
## 1074            5        Typ          0        None     Attchd        2006
## 1075            6        Typ          2          Gd     Attchd        1940
## 1076            7       Min1          1          TA     Attchd        1950
## 1077            6        Typ          0        None     Attchd        1969
## 1078            3        Typ          1          Gd     Attchd        2004
## 1079            5        Typ          0        None     Attchd        1996
## 1080            5        Typ          0        None     Attchd        1971
## 1081            5        Typ          0        None     Attchd        1963
## 1082            6        Typ          1          Gd     Attchd        2002
## 1083            6        Typ          2          Gd     Attchd        1964
## 1084            6        Typ          1          TA     Attchd        1995
## 1085            5        Typ          0        None     Attchd        1992
## 1086            6        Typ          0        None     Attchd        1973
## 1087            9        Typ          1          Gd     Attchd        2005
## 1088            7       Maj1          0        None     Detchd        2004
## 1089            4        Typ          1          Gd     Attchd        2005
## 1090            6        Typ          0        None     Detchd        1987
## 1091            4        Typ          0        None     Detchd        1999
## 1092            7        Typ          1          Gd     Detchd        1925
## 1093            6        Typ          0        None     Detchd        1977
## 1094            4        Typ          0        None     Attchd        1956
## 1095            6        Typ          1          Gd     Attchd        2006
## 1096            7        Typ          0        None       None           0
## 1097            5        Typ          0        None     Attchd        1987
## 1098            6        Typ          0        None     Detchd        1936
## 1099            7        Typ          1          TA     Attchd        1978
## 1100            3        Typ          0        None     Detchd        1930
## 1101            5        Typ          0        None     Detchd        1981
## 1102            6        Typ          0        None     Attchd        1960
## 1103            6        Typ          1          Fa    BuiltIn        1954
## 1104            6        Typ          0        None     Detchd        1970
## 1105            9        Typ          2          TA     Attchd        1994
## 1106            6        Typ          1          TA     Attchd        1990
## 1107            9        Typ          1          Gd    BuiltIn        2006
## 1108            7        Typ          1          TA     Attchd        2000
## 1109            7        Typ          1          Gd     Attchd        2004
## 1110            8        Typ          1          TA     Attchd        1995
## 1111            8        Typ          1          Gd     Attchd        1976
## 1112            5        Typ          0        None     Detchd        1957
## 1113            6        Typ          0        None     Attchd        1953
## 1114            4        Typ          0        None     Detchd        1955
## 1115            7        Typ          1          Gd     Attchd        2007
## 1116            7        Typ          1          TA    BuiltIn        2002
## 1117            5        Typ          0        None     Attchd        1967
## 1118            6       Min2          0        None    BuiltIn        1958
## 1119            6        Typ          0        None     Attchd        1959
## 1120            6        Typ          1          Gd     Detchd        1920
## 1121            7        Typ          0        None     Attchd        2005
## 1122            5        Typ          0        None    Basment        1956
## 1123            4        Typ          0        None       None           0
## 1124            7        Typ          1          TA     Attchd        1992
## 1125            5        Typ          1          TA     Detchd        1977
## 1126            7        Typ          1          TA     Attchd        2007
## 1127            7        Typ          1          Gd     Attchd        2004
## 1128            8        Typ          1          Gd    BuiltIn        2004
## 1129            4        Typ          0        None     Detchd        1980
## 1130            7       Min2          2          TA     Detchd        1981
## 1131            5        Typ          0        None       None           0
## 1132            8        Typ          0        None     Detchd        1930
## 1133            8        Typ          1          TA     Attchd        1995
## 1134            7        Typ          1          TA     Attchd        1997
## 1135            5        Typ          1          Gd     Detchd        1926
## 1136            6        Typ          0        None     Attchd        1950
## 1137            6        Typ          0        None       None           0
## 1138            5        Typ          2          TA     Attchd        1977
## 1139            6       Maj1          1          Gd     Detchd        1972
## 1140            4        Typ          0        None     Detchd        1988
## 1141            9        Typ          1          TA     Attchd        1976
## 1142           11        Typ          1          TA    BuiltIn        2006
## 1143            5        Typ          0        None       None           0
## 1144            5        Typ          0        None     Detchd        1941
## 1145            8        Typ          1          Gd     Detchd        1928
## 1146            5        Typ          1          TA     Attchd        1985
## 1147            7        Typ          1          Gd     Attchd        1941
## 1148            5        Typ          1          Gd     Detchd        1982
## 1149            7        Typ          0        None     Detchd        1930
## 1150            4        Typ          1          Gd     Attchd        1950
## 1151            6        Typ          2          Gd     Attchd        1959
## 1152            6        Typ          1          Gd     Attchd        1956
## 1153            5        Typ          0        None     Detchd        2002
## 1154            8        Typ          2          Gd     Attchd        1965
## 1155            6        Typ          1          Fa     Attchd        1976
## 1156            6        Typ          1          Gd     Attchd        1965
## 1157            6        Typ          1          Gd     Attchd        2008
## 1158            7        Typ          0        None     Attchd        2008
## 1159            8        Typ          1          TA     Attchd        1974
## 1160            7        Typ          1          TA     Attchd        1978
## 1161            7        Typ          1          Gd     Detchd        1993
## 1162            5        Typ          1          Po     Attchd        1968
## 1163            6        Typ          0        None    CarPort        1969
## 1164            5        Typ          1          TA     Attchd        1978
## 1165            7        Typ          0        None     Attchd        2009
## 1166            7        Typ          0        None     Attchd        2008
## 1167            7        Typ          1          TA     Attchd        2000
## 1168            7        Typ          2          TA    Basment        1935
## 1169           10        Typ          1          TA     Attchd        1995
## 1170            6        Typ          1          Po     Attchd        1977
## 1171            6        Typ          1          TA     Attchd        1958
## 1172            5        Typ          0        None     Detchd        2006
## 1173           12       Maj1          1          Gd       None           0
## 1174            9        Typ          1          Gd     Detchd        1932
## 1175            9        Typ          1          TA     Attchd        1992
## 1176            5        Typ          0        None     Attchd        1984
## 1177            5        Typ          0        None     Detchd        1926
## 1178            7        Typ          1          Gd     Detchd        1921
## 1179            5       Min2          1          Gd       None           0
## 1180            8        Typ          0        None     Attchd        1990
## 1181            5        Typ          1          Gd     Attchd        2008
## 1182           10        Typ          2          TA     Attchd        1996
## 1183            5        Typ          1          Gd     Detchd        1970
## 1184            5        Typ          2          TA     2Types        1963
## 1185            7        Typ          0        None     Attchd        1965
## 1186            7        Typ          0        None    CarPort        1920
## 1187            5        Typ          1          Fa     Attchd        1994
## 1188            7        Typ          0        None     Attchd        2002
## 1189            7        Typ          1          TA     Attchd        1999
## 1190            7        Typ          1          TA     2Types        1975
## 1191            5        Typ          0        None     Detchd        1999
## 1192            6        Typ          0        None     Detchd        1925
## 1193            5        Typ          0        None     Attchd        1999
## 1194            7        Typ          0        None     Attchd        1969
## 1195            8        Typ          0        None     Attchd        2005
## 1196            9        Typ          1          Gd    BuiltIn        2006
## 1197            7        Typ          1          Gd     Detchd        1916
## 1198            6        Typ          0        None     Attchd        2001
## 1199            6        Typ          1          Po     Attchd        1974
## 1200            5        Typ          0        None     Attchd        1972
## 1201            6        Typ          0        None     Attchd        1998
## 1202            5        Typ          1          Fa     Detchd        1960
## 1203            6        Typ          1          TA     Attchd        2000
## 1204            6        Typ          0        None     Attchd        1975
## 1205            7        Typ          1          TA     Attchd        1990
## 1206            5        Typ          0        None     Detchd        1966
## 1207            7        Typ          0        None     Attchd        2003
## 1208            6        Typ          0        None     Detchd        1980
## 1209            8        Typ          1          Gd     Attchd        2006
## 1210            8        Typ          1          TA     Attchd        1992
## 1211            8        Typ          0        None    Basment        1988
## 1212            4        Typ          0        None     Attchd        1941
## 1213            3        Typ          0        None     Attchd        1965
## 1214            6        Typ          0        None     Attchd        1962
## 1215            5        Typ          0        None     Detchd        1966
## 1216            8        Typ          0        None     Attchd        1978
## 1217            6        Typ          0        None     Attchd        2009
## 1218            3        Typ          0        None       None           0
## 1219            7        Typ          0        None       None           0
## 1220            5        Typ          0        None     Attchd        1964
## 1221            5        Typ          1          TA     Attchd        1968
## 1222            7        Typ          1          Gd     Attchd        1949
## 1223            7        Mod          0        None     Detchd        1951
## 1224            8        Typ          1          Gd     Attchd        2004
## 1225            6        Typ          0        None     Attchd        1958
## 1226            9        Typ          1          Gd    BuiltIn        2007
## 1227            5        Typ          0        None     Detchd        1992
## 1228            7        Typ          1          Gd     Attchd        2008
## 1229            7       Maj1          0        None    Basment        1960
## 1230           12        Typ          1          TA    BuiltIn        1977
## 1231            6        Typ          0        None     Attchd        1962
## 1232            6        Typ          0        None    CarPort        1962
## 1233            6        Typ          0        None     Attchd        1959
## 1234            7        Typ          0        None       None           0
## 1235            9        Typ          0        None     Detchd        1914
## 1236            6        Typ          0        None    BuiltIn        2003
## 1237            8        Typ          1          Gd    BuiltIn        2004
## 1238            6        Typ          0        None     Detchd        2005
## 1239            6        Typ          1          Gd     Attchd        2006
## 1240            8        Typ          0        None     Attchd        2003
## 1241            7        Typ          0        None     Attchd        2007
## 1242            6        Typ          2          TA     Attchd        1974
## 1243            7        Typ          1          Gd     Attchd        2006
## 1244            7        Typ          2          Gd     Detchd        1931
## 1245            7        Typ          1          TA    BuiltIn        1984
## 1246            6        Typ          0        None     Attchd        2005
## 1247            6        Typ          0        None     Attchd        1976
## 1248            8        Typ          1          Gd     Detchd        1950
## 1249            6        Typ          0        None     Attchd        1950
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1             RFn          2        548         TA         TA          Y
## 2             RFn          2        460         TA         TA          Y
## 3             RFn          2        608         TA         TA          Y
## 4             Unf          3        642         TA         TA          Y
## 5             RFn          3        836         TA         TA          Y
## 6             Unf          2        480         TA         TA          Y
## 7             RFn          2        636         TA         TA          Y
## 8             RFn          2        484         TA         TA          Y
## 9             Unf          2        468         Fa         TA          Y
## 10            RFn          1        205         Gd         TA          Y
## 11            Unf          1        384         TA         TA          Y
## 12            Fin          3        736         TA         TA          Y
## 13            Unf          1        352         TA         TA          Y
## 14            RFn          3        840         TA         TA          Y
## 15            RFn          1        352         TA         TA          Y
## 16            Unf          2        576         TA         TA          Y
## 17            Fin          2        480         TA         TA          Y
## 18            Unf          2        516         TA         TA          Y
## 19            Unf          2        576         TA         TA          Y
## 20            Unf          1        294         TA         TA          Y
## 21            RFn          3        853         TA         TA          Y
## 22            Unf          1        280         TA         TA          N
## 23            RFn          2        534         TA         TA          Y
## 24            Unf          2        572         TA         TA          Y
## 25            Unf          1        270         TA         TA          Y
## 26            RFn          3        890         TA         TA          Y
## 27            Unf          2        576         TA         TA          Y
## 28            RFn          3        772         TA         TA          Y
## 29            RFn          1        319         TA         TA          Y
## 30            Unf          1        240         Fa         TA          Y
## 31            Unf          1        250         TA         Fa          N
## 32            Unf          1        271         TA         TA          Y
## 33            RFn          2        484         TA         TA          Y
## 34            RFn          2        447         TA         TA          Y
## 35            Fin          2        556         TA         TA          Y
## 36            Fin          3        691         TA         TA          Y
## 37            Unf          2        672         TA         TA          Y
## 38            Fin          2        498         TA         TA          Y
## 39            Unf          1        246         TA         TA          Y
## 40           None          0          0       None       None          N
## 41            RFn          2        440         TA         TA          Y
## 42            RFn          1        308         TA         TA          P
## 43            RFn          2        504         TA         Gd          Y
## 44            Unf          1        308         TA         TA          Y
## 45            RFn          1        300         TA         TA          Y
## 46            RFn          2        576         TA         TA          Y
## 47            RFn          2        670         TA         TA          Y
## 48            RFn          3        826         TA         TA          Y
## 49           None          0          0       None       None          N
## 50            Unf          1        386         TA         TA          Y
## 51            Fin          2        388         TA         TA          Y
## 52            Unf          2        528         TA         TA          Y
## 53            Unf          2        516         TA         TA          Y
## 54            Fin          3        894         TA         TA          Y
## 55            Unf          2        572         TA         TA          Y
## 56            RFn          2        576         TA         TA          Y
## 57            Fin          2        480         TA         TA          Y
## 58            RFn          2        565         TA         TA          Y
## 59            Fin          3        641         TA         TA          Y
## 60            Unf          1        352         TA         TA          Y
## 61            Unf          2        576         TA         TA          Y
## 62            Unf          1        288         TA         TA          N
## 63            RFn          2        484         TA         TA          Y
## 64            Unf          2        480         TA         TA          Y
## 65            RFn          2        645         TA         TA          Y
## 66            RFn          3        852         TA         TA          Y
## 67            RFn          2        576         TA         TA          Y
## 68            RFn          2        558         TA         TA          Y
## 69            Unf          1        220         TA         TA          Y
## 70            Fin          2        667         TA         TA          Y
## 71            Fin          2        516         TA         TA          Y
## 72            Unf          2        360         TA         TA          Y
## 73            Fin          2        427         TA         TA          Y
## 74            Unf          2        490         TA         TA          Y
## 75            Unf          1        379         TA         TA          Y
## 76            Unf          1        297         TA         TA          Y
## 77            Unf          1        283         TA         TA          Y
## 78            Unf          1        240         TA         TA          Y
## 79           None          0          0       None       None          Y
## 80            Unf          2        440         TA         TA          Y
## 81            Fin          1        509         TA         TA          Y
## 82            Fin          2        405         TA         TA          Y
## 83            RFn          3        758         TA         TA          Y
## 84            Unf          2        461         TA         TA          Y
## 85            Fin          2        400         TA         TA          Y
## 86            Unf          2        462         TA         TA          Y
## 87            Fin          2        400         TA         TA          Y
## 88            RFn          2        528         TA         TA          Y
## 89           None          0          0       None       None          N
## 90           None          0          0       None       None          Y
## 91            Unf          2        420         TA         TA          Y
## 92            Unf          2        480         TA         TA          Y
## 93            Unf          2        432         TA         TA          Y
## 94            Unf          2        506         TA         TA          Y
## 95            RFn          2        684         TA         TA          Y
## 96            Fin          2        420         TA         TA          Y
## 97            RFn          2        472         TA         TA          Y
## 98            Fin          1        432         TA         TA          P
## 99            Unf          1        366         Fa         TA          Y
## 100          None          0          0       None       None          Y
## 101           RFn          2        480         TA         TA          Y
## 102           Fin          2        476         TA         TA          Y
## 103           Unf          2        410         TA         TA          Y
## 104           RFn          3        740         TA         TA          Y
## 105           Unf          1        240         TA         TA          Y
## 106           RFn          2        648         TA         TA          Y
## 107           Unf          1        273         Fa         Fa          N
## 108           Unf          1        250         TA         TA          Y
## 109          None          0          0       None       None          N
## 110           RFn          2        546         TA         TA          Y
## 111           Unf          1        325         TA         TA          Y
## 112           Fin          2        400         TA         TA          Y
## 113           Fin          3        792         TA         TA          Y
## 114           Unf          2        450         TA         TA          Y
## 115           Unf          1        180         TA         TA          Y
## 116           Unf          2        440         TA         TA          Y
## 117           Unf          1        288         TA         TA          Y
## 118           Unf          2        430         TA         TA          Y
## 119           Unf          3        594         TA         TA          Y
## 120           Fin          2        390         TA         TA          Y
## 121           Unf          2        540         TA         TA          Y
## 122           Unf          1        264         TA         TA          P
## 123           Unf          1        288         TA         TA          Y
## 124           RFn          2        530         TA         TA          Y
## 125           Unf          2        435         TA         TA          Y
## 126          None          0          0       None       None          N
## 127           RFn          2        440         TA         TA          Y
## 128          None          0          0       None       None          N
## 129           RFn          2        453         TA         TA          Y
## 130           RFn          2        750         TA         TA          Y
## 131           Fin          2        487         TA         TA          Y
## 132           RFn          2        390         TA         TA          Y
## 133           Unf          2        624         TA         TA          Y
## 134           Fin          2        471         TA         TA          Y
## 135           RFn          2        440         TA         TA          Y
## 136           Unf          2        530         TA         TA          Y
## 137           RFn          1        318         TA         TA          Y
## 138           Unf          3        766         TA         TA          Y
## 139           Fin          3        660         TA         TA          Y
## 140           RFn          2        470         TA         TA          Y
## 141          None          0          0       None       None          Y
## 142           Fin          2        660         TA         TA          Y
## 143           Unf          2        720         TA         TA          Y
## 144           RFn          2        577         TA         TA          Y
## 145           Unf          2        504         TA         TA          Y
## 146           Unf          2        380         TA         TA          Y
## 147           Unf          1        180         Fa         TA          Y
## 148           Fin          2        434         TA         TA          Y
## 149          None          0          0       None       None          Y
## 150           Unf          1        240         Fa         TA          Y
## 151           Unf          2        440         TA         TA          Y
## 152           RFn          3        866         TA         TA          Y
## 153           RFn          2        495         TA         TA          Y
## 154           RFn          2        564         TA         TA          Y
## 155           Unf          1        312         Fa         Fa          Y
## 156          None          0          0       None       None          N
## 157           Unf          2        625         TA         TA          Y
## 158           Fin          3        680         TA         TA          Y
## 159           RFn          2        678         TA         TA          Y
## 160           RFn          2        576         TA         TA          Y
## 161           Unf          2        516         TA         TA          Y
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##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1      None  None        None       0      2   2008       WD        Normal
## 2      None  None        None       0      5   2007       WD        Normal
## 3      None  None        None       0      9   2008       WD        Normal
## 4      None  None        None       0      2   2006       WD       Abnorml
## 5      None  None        None       0     12   2008       WD        Normal
## 6      None MnPrv        Shed     700     10   2009       WD        Normal
## 7      None  None        None       0      8   2007       WD        Normal
## 8      None  None        Shed     350     11   2009       WD        Normal
## 9      None  None        None       0      4   2008       WD       Abnorml
## 10     None  None        None       0      1   2008       WD        Normal
## 11     None  None        None       0      2   2008       WD        Normal
## 12     None  None        None       0      7   2006      New       Partial
## 13     None  None        None       0      9   2008       WD        Normal
## 14     None  None        None       0      8   2007      New       Partial
## 15     None  GdWo        None       0      5   2008       WD        Normal
## 16     None GdPrv        None       0      7   2007       WD        Normal
## 17     None  None        Shed     700      3   2010       WD        Normal
## 18     None  None        Shed     500     10   2006       WD        Normal
## 19     None  None        None       0      6   2008       WD        Normal
## 20     None MnPrv        None       0      5   2009      COD       Abnorml
## 21     None  None        None       0     11   2006      New       Partial
## 22     None GdPrv        None       0      6   2007       WD        Normal
## 23     None  None        None       0      9   2008       WD        Normal
## 24     None  None        None       0      6   2007       WD        Normal
## 25     None MnPrv        None       0      5   2010       WD        Normal
## 26     None  None        None       0      7   2009       WD        Normal
## 27     None  None        None       0      5   2010       WD        Normal
## 28     None  None        None       0      5   2010       WD        Normal
## 29     None  None        None       0     12   2006       WD        Normal
## 30     None  None        None       0      5   2008       WD        Normal
## 31     None MnPrv        None       0      7   2008       WD        Normal
## 32     None MnPrv        None       0      6   2008       WD        Normal
## 33     None  None        None       0      1   2008       WD        Normal
## 34     None  None        None       0      4   2010       WD        Normal
## 35     None  None        None       0      8   2007       WD        Normal
## 36     None  None        None       0      9   2006       WD        Normal
## 37     None  None        None       0      6   2009       WD        Normal
## 38     None  None        None       0     10   2009       WD        Normal
## 39     None  None        None       0      1   2010       WD       Abnorml
## 40     None  None        None       0      6   2008       WD       AdjLand
## 41     None  GdWo        None       0     12   2006       WD       Abnorml
## 42     None  None        None       0      7   2007       WD        Normal
## 43     None MnPrv        None       0     12   2007       WD        Normal
## 44     None MnPrv        None       0      7   2008       WD        Normal
## 45     None  None        None       0      5   2006       WD        Normal
## 46     None  None        None       0      2   2010       WD        Normal
## 47     None  None        None       0      8   2009       WD       Abnorml
## 48     None  None        None       0      7   2007       WD        Normal
## 49     None  None        None       0      6   2009      New       Partial
## 50     None MnPrv        None       0      1   2007       WD        Normal
## 51     None  None        None       0      7   2007       WD        Normal
## 52     None MnPrv        Shed     400      9   2006       WD        Normal
## 53     None  None        None       0      5   2010       WD        Normal
## 54     None  None        None       0     11   2006       WD        Normal
## 55     None MnPrv        None       0      2   2007       WD        Normal
## 56     None  None        None       0      7   2008       WD        Normal
## 57     None  None        None       0      8   2009       WD       Abnorml
## 58     None  None        None       0      8   2006       WD        Normal
## 59     None  None        None       0     10   2006      New       Partial
## 60     None MnPrv        None       0      1   2008       WD        Normal
## 61     None  None        None       0      5   2006      New       Partial
## 62     None  None        None       0      3   2007       WD        Normal
## 63     None  None        None       0     10   2007       WD        Normal
## 64     None GdPrv        None       0      4   2010       WD        Normal
## 65     None GdPrv        None       0      2   2009       WD        Normal
## 66     None  None        None       0     10   2007       WD        Normal
## 67     None  None        None       0      7   2010       WD        Normal
## 68     None  None        None       0      6   2007       WD        Normal
## 69     None  None        None       0      6   2010       WD        Normal
## 70     None  None        None       0      7   2006       WD        Normal
## 71     None  None        None       0      2   2007       WD        Normal
## 72     None  None        None       0      6   2007       WD        Normal
## 73     None  None        None       0     12   2009       WD        Normal
## 74     None  GdWo        None       0      5   2010       WD        Normal
## 75     None  None        None       0      5   2010       WD        Normal
## 76     None  GdWo        None       0     11   2009       WD        Normal
## 77     None  None        None       0      4   2008       WD        Normal
## 78     None MnPrv        None       0      1   2008       WD        Normal
## 79     None  None        None       0      4   2010       WD        Normal
## 80     None MnPrv        None       0      5   2009       WD        Normal
## 81     None  None        None       0      6   2009       WD        Normal
## 82     None  None        None       0      3   2006       WD        Normal
## 83     None  None        None       0     10   2008       WD        Normal
## 84     None  None        None       0      7   2007      COD        Normal
## 85     None  None        Shed     700      5   2009       WD        Normal
## 86     None  None        None       0      4   2006       WD        Normal
## 87     None  None        None       0      3   2009       WD        Normal
## 88     None  None        None       0      6   2009      New       Partial
## 89     None MnPrv        None       0     10   2009    ConLD       Abnorml
## 90     None  None        None       0      8   2007       WD        Normal
## 91     None  None        None       0      7   2006       WD        Normal
## 92     None  GdWo        None       0     12   2006       WD       Abnorml
## 93     None  None        None       0      8   2009       WD        Normal
## 94     None  None        None       0     11   2007       WD        Normal
## 95     None  None        None       0      5   2007       WD        Normal
## 96     None  None        Shed     480      4   2009       WD        Normal
## 97     None  None        None       0      8   2006       WD        Normal
## 98     None  None        None       0      5   2007       WD        Normal
## 99     None  None        Shed     400      5   2010      COD       Abnorml
## 100    None  None        Shed     400      1   2010       WD        Normal
## 101    None  None        None       0      2   2010       WD        Normal
## 102    None  None        None       0      6   2010       WD        Normal
## 103    None  None        None       0      6   2009       WD        Alloca
## 104    None  None        None       0      5   2010       WD        Normal
## 105    None  None        None       0      6   2007       WD        Normal
## 106    None  None        None       0      8   2008       WD        Normal
## 107    None  None        Shed     450      8   2007       WD        Normal
## 108    None  None        None       0      4   2008       WD       Partial
## 109    None  None        None       0      8   2007       WD        Normal
## 110    None MnPrv        None       0      1   2010      COD        Normal
## 111    None  None        None       0     10   2006       WD        Normal
## 112    None  None        None       0      4   2010       WD        Normal
## 113    None  None        None       0     10   2007      New       Partial
## 114    None MnPrv        None       0     10   2007      COD       Abnorml
## 115    None MnPrv        None       0      7   2007       WD        Normal
## 116    None  None        None       0      6   2007       WD        Normal
## 117    None  None        None       0      9   2009       WD        Normal
## 118    None  None        None       0      4   2007      New       Partial
## 119    None  None        None       0      5   2010       WD        Normal
## 120    None  None        None       0      7   2006      New       Partial
## 121    None  None        None       0     10   2006       WD        Normal
## 122    None MnPrv        None       0      6   2007       WD        Normal
## 123    None  None        None       0      6   2008       WD        Normal
## 124    None  None        None       0      3   2008       WD        Normal
## 125    None  None        None       0      1   2009       WD        Normal
## 126    None  None        None       0      6   2006       WD        Normal
## 127    None  None        None       0      2   2007       WD        Normal
## 128    None  None        None       0      6   2007       WD        Normal
## 129    None  None        None       0      7   2006       WD        Normal
## 130    None  MnWw        None       0      7   2006       WD       Abnorml
## 131    None GdPrv        None       0      5   2006       WD        Normal
## 132    None  None        None       0      7   2009       WD        Normal
## 133    None  None        None       0      7   2007       WD        Normal
## 134    None  None        None       0      6   2009       WD        Normal
## 135    None MnPrv        None       0      7   2006       WD        Normal
## 136    None MnPrv        None       0      5   2008       WD        Normal
## 137    None  None        None       0      7   2007       WD        Normal
## 138    None  None        None       0      7   2006       WD        Family
## 139    None GdPrv        None       0     12   2008       WD        Normal
## 140    None MnPrv        None       0      8   2009       WD        Normal
## 141    None  None        None       0      4   2010    ConLI        Normal
## 142    None  None        None       0      1   2006       WD        Normal
## 143    None MnPrv        None       0      6   2010       WD        Normal
## 144    None  None        None       0      6   2009       WD        Normal
## 145    None  None        None       0     11   2006    ConLI       Abnorml
## 146    None  None        None       0      4   2006       WD        Normal
## 147    None  None        None       0     11   2009       WD        Normal
## 148    None  None        None       0      5   2010       WD        Normal
## 149    None  None        None       0      4   2008       WD        Normal
## 150    None  None        None       0      4   2006       WD        Normal
## 151    None MnPrv        None       0      1   2007       WD        Normal
## 152    None  None        None       0      1   2008      New       Partial
## 153    None  GdWo        None       0      6   2006       WD        Normal
## 154    None  None        None       0      3   2008       WD        Normal
## 155    None  None        None       0      3   2006       WD        Family
## 156    None  None        None       0      4   2008       WD        Normal
## 157    None  None        None       0      6   2006       WD        Normal
## 158    None  None        None       0      5   2010      New       Partial
## 159    None  GdWo        None       0      5   2010       WD        Normal
## 160    None  None        None       0      3   2006      New       Partial
## 161    None  None        None       0      6   2008       WD        Normal
## 162    None  None        None       0      3   2008       WD        Normal
## 163    None  None        None       0      5   2010      New       Partial
## 164    None MnPrv        None       0      4   2007       WD        Normal
## 165    None  None        None       0     10   2007       WD        Normal
## 166    None  None        None       0      9   2008       WD        Normal
## 167    None  GdWo        None       0     11   2009      COD        Normal
## 168    None  None        None       0     11   2007      New       Partial
## 169    None  None        None       0      5   2007       WD        Normal
## 170    None  None        None       0      1   2006       WD        Normal
## 171    None  None        None       0      5   2007       WD        Normal
## 172    None  None        None       0      5   2010       WD        Normal
## 173    None  None        None       0      6   2006       WD        Normal
## 174    None  None        None       0      6   2008      COD        Normal
## 175    None  None        None       0     11   2008       WD        Normal
## 176    None MnPrv        None       0      6   2007       WD        Normal
## 177    None  None        None       0      9   2007       WD        Normal
## 178    None  None        None       0      7   2006       WD        Normal
## 179    None  None        None       0      7   2009      New       Partial
## 180    None  None        None       0      7   2007       WD        Normal
## 181    None  None        None       0      6   2007       WD        Normal
## 182    None  None        None       0      7   2006       WD        Normal
## 183    None MnPrv        None       0      6   2007       WD        Normal
## 184    None  None        None       0      6   2008       WD        Normal
## 185    None MnPrv        None       0      6   2006       WD        Normal
## 186    None GdPrv        None       0      6   2006       WD        Normal
## 187    None GdPrv        None       0      6   2009       WD        Normal
## 188    None MnPrv        None       0      8   2009       WD        Normal
## 189    None  None        None       0      6   2009       WD        Alloca
## 190    None  None        None       0      8   2008       WD        Normal
## 191    None  None        None       0     12   2007       WD        Normal
## 192    None  None        None       0      6   2007       WD        Normal
## 193    None  None        None       0      9   2009       WD        Normal
## 194    None  None        None       0      5   2006       WD        Normal
## 195    None  None        None       0      5   2008       WD        Normal
## 196    None  None        None       0      7   2009       WD        Normal
## 197    None  None        None       0      9   2007      New       Partial
## 198      Ex GdPrv        None       0      3   2006       WD       Abnorml
## 199    None MnPrv        None       0      7   2009       WD       Abnorml
## 200    None  None        None       0      1   2009       WD        Normal
## 201    None  None        None       0      3   2010       WD        Normal
## 202    None MnPrv        None       0      2   2008       WD        Normal
## 203    None  None        None       0      5   2006      COD        Normal
## 204    None  None        None       0      1   2008       WD        Normal
## 205    None  MnWw        None       0      4   2009       WD        Normal
## 206    None  None        None       0      5   2009       WD        Normal
## 207    None  None        None       0      3   2007       WD        Normal
## 208    None  GdWo        None       0      4   2008       WD        Normal
## 209    None  None        None       0      4   2007       WD        Normal
## 210    None MnPrv        None       0      7   2008       WD        Normal
## 211    None  None        None       0      4   2008       WD        Normal
## 212    None  None        None       0      3   2010       WD        Normal
## 213    None  None        None       0      7   2009      New       Partial
## 214    None  None        None       0      7   2006       WD        Normal
## 215    None MnPrv        Shed     450      3   2010       WD        Normal
## 216    None MnPrv        None       0      5   2006       WD        Normal
## 217    None  None        None       0      4   2008       WD        Normal
## 218    None  None        None       0      9   2006       WD        Family
## 219    None  None        None       0      5   2008       WD        Normal
## 220    None  None        None       0      3   2006      New       Partial
## 221    None  None        None       0      4   2006      New       Partial
## 222    None  None        None       0     12   2009    ConLI        Normal
## 223    None MnPrv        None       0      2   2006       WD        Normal
## 224    None  None        None       0      3   2009       WD       Abnorml
## 225    None  None        None       0      6   2009       WD        Normal
## 226    None  None        None       0      5   2009      COD       Abnorml
## 227    None  None        None       0      6   2007       WD       Abnorml
## 228    None  None        None       0      9   2008       WD        Normal
## 229    None MnPrv        None       0      5   2010       WD        Normal
## 230    None  None        None       0      5   2009       WD        Normal
## 231    None  None        None       0      4   2010       WD        Normal
## 232    None  None        None       0      7   2009       WD        Normal
## 233    None  None        None       0      6   2006       WD        Normal
## 234    None MnPrv        None       0      2   2010       WD        Normal
## 235    None  None        None       0      5   2010       WD        Normal
## 236    None  None        None       0      8   2008       WD        Normal
## 237    None  None        None       0      5   2010       WD        Normal
## 238    None  None        None       0      2   2010       WD        Normal
## 239    None  None        None       0     12   2007      New       Partial
## 240    None MnPrv        None       0      4   2010       WD        Normal
## 241    None  None        None       0      4   2010       WD        Normal
## 242    None  None        None       0      8   2007       WD        Normal
## 243    None  None        None       0      4   2006       WD        Normal
## 244    None  None        None       0      4   2009       WD        Normal
## 245    None  None        None       0      5   2010       WD        Normal
## 246    None  None        None       0      6   2006       WD        Normal
## 247    None  None        None       0      4   2006       WD        Normal
## 248    None  None        None       0      6   2006       WD        Normal
## 249    None  None        None       0      9   2007       WD        Normal
## 250    None  None        Shed     500      6   2007       WD        Normal
## 251    None  GdWo        Shed     450      5   2010       WD        Normal
## 252    None  None        None       0     12   2007       WD        Family
## 253    None  None        None       0     12   2008       WD        Normal
## 254    None MnPrv        None       0     10   2007      CWD        Normal
## 255    None  None        None       0      6   2010       WD        Normal
## 256    None  None        None       0      2   2006       WD        Normal
## 257    None  None        None       0      5   2008       WD        Normal
## 258    None  None        None       0      3   2009       WD       Abnorml
## 259    None  None        None       0      5   2008       WD        Normal
## 260    None  None        None       0     12   2008       WD        Normal
## 261    None  GdWo        None       0      5   2009       WD        Normal
## 262    None  None        None       0     11   2007      New       Partial
## 263    None  GdWo        None       0      7   2006       WD        Normal
## 264    None  None        None       0      4   2010       WD        Normal
## 265    None  None        None       0      6   2008       WD        Normal
## 266    None GdPrv        None       0      6   2008       WD        Normal
## 267    None  None        None       0      6   2006       WD        Normal
## 268    None  None        None       0      7   2008       WD        Normal
## 269    None  None        None       0      2   2008       WD        Normal
## 270    None GdPrv        None       0      5   2007       WD        Normal
## 271    None  None        None       0      8   2006      New       Partial
## 272    None  None        None       0      4   2008       WD        Normal
## 273    None  None        None       0      4   2010       WD        Normal
## 274    None MnPrv        None       0      4   2009       WD        Normal
## 275    None  None        None       0      6   2007       WD        Normal
## 276    None  None        None       0     10   2009       WD        Normal
## 277    None  None        None       0      4   2010       WD        Normal
## 278    None  None        None       0      6   2010       WD        Normal
## 279    None  None        None       0      5   2007      New       Partial
## 280    None  None        None       0      3   2008       WD        Normal
## 281    None  None        None       0      1   2007       WD        Normal
## 282    None  None        None       0      5   2006      New       Partial
## 283    None  None        None       0      4   2009    ConLw        Normal
## 284    None  None        None       0     12   2009      New       Partial
## 285    None  None        None       0      7   2007       WD        Normal
## 286    None  None        None       0      6   2007      New       Partial
## 287    None GdPrv        None       0      6   2006       WD        Normal
## 288    None  None        None       0      6   2006       WD        Normal
## 289    None MnPrv        None       0      2   2010       WD        Normal
## 290    None  None        None       0      7   2007       WD        Normal
## 291    None  None        None       0      7   2006      New       Partial
## 292    None  None        None       0      3   2008       WD        Normal
## 293    None  None        None       0      1   2009       WD        Normal
## 294    None  None        None       0      3   2006       WD        Normal
## 295    None  None        None       0     10   2009       WD        Normal
## 296    None GdPrv        None       0      3   2006       WD        Normal
## 297    None MnPrv        None       0      6   2007       WD        Normal
## 298    None  None        None       0      6   2007       WD        Normal
## 299    None  None        None       0      6   2007       WD        Normal
## 300    None GdPrv        None       0      8   2009       WD        Family
## 301    None  None        None       0      6   2006       WD        Normal
## 302    None  None        None       0      5   2007       WD        Normal
## 303    None  None        None       0      1   2006       WD        Normal
## 304    None  GdWo        None       0      7   2006       WD       Abnorml
## 305    None  None        None       0      5   2008       WD        Normal
## 306    None  None        None       0      7   2007       WD        Normal
## 307    None  None        None       0      6   2007       WD        Normal
## 308    None MnPrv        None       0      3   2008       WD        Normal
## 309    None  None        None       0      3   2009       WD        Normal
## 310    None  None        None       0     11   2006       WD        Normal
## 311    None  None        None       0      5   2006       WD        Normal
## 312    None  None        None       0      5   2009       WD        Normal
## 313    None MnPrv        None       0      5   2006       WD        Normal
## 314    None  None        None       0      6   2009       WD        Normal
## 315    None  None        None       0      8   2006       WD        Normal
## 316    None  None        None       0      7   2009       WD        Normal
## 317    None GdPrv        None       0      8   2009       WD        Normal
## 318    None  None        None       0     12   2007       WD        Normal
## 319    None  None        None       0      4   2009       WD        Normal
## 320    None  None        None       0      6   2009       WD        Normal
## 321    None  None        None       0      9   2006      New       Partial
## 322    None  None        None       0      6   2007       WD        Normal
## 323    None MnPrv        None       0      8   2007       WD        Normal
## 324    None  None        None       0      7   2006       WD        Normal
## 325    None  None        None       0      6   2010       WD        Normal
## 326    None  None        None       0     12   2007       WD        Normal
## 327    None  None        None       0      5   2008      Con        Normal
## 328    None  None        None       0      4   2006       WD        Normal
## 329    None  None        None       0      7   2009       WD        Normal
## 330    None  GdWo        None       0      7   2009       WD        Normal
## 331    None  None        None       0     11   2007       WD        Normal
## 332    None  None        None       0      8   2007       WD        Normal
## 333    None  None        None       0     10   2009       WD        Normal
## 334    None  None        None       0      7   2008       WD        Normal
## 335    None  None        None       0      7   2008       WD        Normal
## 336    None  None        Shed     700      8   2008       WD        Normal
## 337    None  None        None       0      7   2007       WD        Normal
## 338    None  None        None       0     12   2008       WD        Normal
## 339    None  None        Shed     400      5   2006       WD        Normal
## 340    None  None        None       0      6   2009       WD        Normal
## 341    None  None        None       0      4   2010       WD        Normal
## 342    None  None        None       0      9   2009       WD        Normal
## 343    None  None        None       0      5   2006       WD        Normal
## 344    None  None        None       0      7   2008       WD        Normal
## 345    None  None        None       0      4   2010       WD        Normal
## 346    None  None        None       0     10   2006       WD        Normal
## 347    None  None        Gar2   15500      4   2007       WD        Normal
## 348    None  None        None       0     12   2009       WD        Normal
## 349    None  None        None       0     10   2008       WD        Normal
## 350    None  None        None       0      4   2006      New       Partial
## 351    None  None        None       0     12   2007      New       Partial
## 352    None  None        None       0     12   2006       WD       Abnorml
## 353    None  None        None       0      3   2008    ConLw        Normal
## 354    None  None        None       0      5   2010       WD        Normal
## 355    None  None        None       0      6   2006       WD        Normal
## 356    None  None        None       0      8   2007       WD        Normal
## 357    None  None        None       0      7   2009       WD        Normal
## 358    None MnPrv        None       0      8   2007       WD        Normal
## 359    None  None        None       0      7   2006       WD       Abnorml
## 360    None  None        None       0      6   2006       WD        Normal
## 361    None MnPrv        None       0      6   2007       WD        Normal
## 362    None  None        None       0      7   2008       WD        Normal
## 363    None  None        None       0      7   2009    ConLD        Normal
## 364    None  None        None       0      5   2009       WD        Normal
## 365    None  None        None       0      7   2006       WD        Normal
## 366    None  None        None       0      7   2009       WD        Normal
## 367    None  None        None       0      7   2009       WD        Normal
## 368    None  None        None       0     12   2008       WD        Normal
## 369    None  None        None       0      3   2010       WD        Normal
## 370    None  None        None       0      3   2010       WD        Normal
## 371    None  None        None       0      1   2006       WD        Normal
## 372    None  None        None       0      7   2008       WD        Normal
## 373    None MnPrv        None       0      2   2010       WD        Normal
## 374    None  GdWo        None       0     11   2009       WD        Normal
## 375    None  None        None       0      7   2007       WD        Normal
## 376    None  None        None       0      3   2009       WD        Normal
## 377    None  None        None       0      7   2006       WD        Normal
## 378    None  None        None       0     12   2007       WD        Normal
## 379    None  None        None       0      6   2010      New       Partial
## 380    None  None        None       0      6   2009       WD        Normal
## 381    None  None        None       0      5   2010       WD        Normal
## 382    None  None        None       0      8   2006      New       Partial
## 383    None  None        None       0      4   2007       WD        Normal
## 384    None  None        None       0     10   2009       WD        Normal
## 385    None  None        None       0      6   2007       WD        Normal
## 386    None  None        None       0      4   2010       WD        Normal
## 387    None  None        None       0      5   2006       WD       AdjLand
## 388    None  GdWo        None       0     10   2009       WD       Abnorml
## 389    None  None        None       0      7   2008       WD        Normal
## 390    None  None        None       0      8   2008      New       Partial
## 391    None MnPrv        None       0      4   2008       WD        Normal
## 392    None  None        None       0      6   2009       WD        Normal
## 393    None MnPrv        Shed    1200      7   2007       WD        Normal
## 394    None  GdWo        None       0      4   2006       WD       Abnorml
## 395    None  None        None       0      7   2007       WD        Normal
## 396    None  None        None       0      6   2010       WD        Normal
## 397    None  None        None       0      9   2009       WD        Normal
## 398    None  None        None       0      7   2007       WD        Normal
## 399    None  None        None       0     11   2007       WD       Abnorml
## 400    None  None        None       0     10   2009       WD        Normal
## 401    None  None        None       0     12   2008       WD        Normal
## 402    None  None        None       0      7   2006      New       Partial
## 403    None GdPrv        None       0      8   2008       WD        Normal
## 404    None  None        None       0      7   2006       WD       Abnorml
## 405    None  None        None       0      5   2007       WD        Normal
## 406    None  GdWo        None       0      6   2009       WD        Normal
## 407    None  None        None       0      3   2008       WD        Normal
## 408    None  None        None       0      3   2008       WD        Normal
## 409    None  None        None       0      8   2007      New       Partial
## 410    None  None        None       0      4   2008      New       Partial
## 411    None  None        None       0      6   2009      COD       Abnorml
## 412    None  None        None       0      1   2006       WD        Normal
## 413    None  None        None       0      6   2010      New       Partial
## 414    None  None        None       0      3   2010       WD        Normal
## 415    None  None        None       0     12   2008       WD        Normal
## 416    None  None        None       0      8   2007      New       Partial
## 417    None  None        None       0      3   2006       WD        Normal
## 418    None  None        None       0     11   2007       WD        Normal
## 419    None  None        None       0      4   2007       WD       AdjLand
## 420    None  None        None       0      7   2010       WD        Normal
## 421    None  None        None       0     11   2008       WD        Alloca
## 422    None  None        None       0      6   2009       WD        Normal
## 423    None  None        None       0      2   2008       WD        Normal
## 424    None  None        None       0      6   2008       WD        Normal
## 425    None  None        None       0      5   2008       WD        Normal
## 426    None  None        None       0      9   2009       WD        Normal
## 427    None  None        None       0      8   2009       WD        Normal
## 428    None  None        None       0      7   2008       WD        Normal
## 429    None  None        None       0      9   2007      New       Partial
## 430    None  None        None       0      3   2009       WD        Normal
## 431    None  None        None       0      7   2008      COD       Abnorml
## 432    None MnPrv        None       0      9   2008    ConLD       Abnorml
## 433    None  None        None       0      8   2007       WD        Normal
## 434    None  None        None       0      7   2008       WD        Normal
## 435    None  None        None       0      6   2008       WD        Normal
## 436    None  None        None       0      4   2009    ConLw        Normal
## 437    None  None        None       0     10   2006       WD        Normal
## 438    None  None        None       0      1   2009       WD        Normal
## 439    None MnPrv        None       0      3   2007       WD        Normal
## 440    None GdPrv        Shed     800      8   2009    ConLI        Normal
## 441    None  None        None       0      4   2009       WD        Normal
## 442    None  None        None       0      9   2008       WD        Normal
## 443    None  None        None       0      6   2008       WD        Normal
## 444    None  None        None       0      6   2007      New       Partial
## 445    None  None        None       0      7   2008       WD        Normal
## 446    None MnPrv        None       0     11   2009      COD        Normal
## 447    None  None        None       0      6   2010       WD        Normal
## 448    None  None        None       0      7   2006       WD        Normal
## 449    None  None        None       0      6   2006       WD        Normal
## 450    None  None        None       0      6   2007       WD        Normal
## 451    None  None        None       0      6   2006       WD        Normal
## 452    None  None        None       0     12   2006       WD        Normal
## 453    None  None        None       0      7   2007       WD        Normal
## 454    None  None        None       0      6   2009       WD        Normal
## 455    None  None        None       0      7   2006       WD        Family
## 456    None  None        None       0      9   2007       WD        Normal
## 457    None  None        None       0      5   2008      COD       Abnorml
## 458    None  None        None       0      3   2008       WD        Normal
## 459    None MnPrv        None       0      6   2008       WD        Normal
## 460    None  None        None       0      7   2009       WD        Normal
## 461    None  None        None       0     12   2009      New       Partial
## 462    None MnPrv        None       0      4   2009       WD        Normal
## 463    None  GdWo        None       0     12   2009       WD        Normal
## 464    None  None        None       0      8   2008       WD        Normal
## 465    None  None        None       0      8   2009       WD        Normal
## 466    None  None        None       0      5   2006       WD        Normal
## 467    None  GdWo        None       0      4   2007       WD        Normal
## 468    None  None        None       0      6   2007       WD        Normal
## 469    None  None        None       0      5   2007       WD        Normal
## 470    None  None        None       0      6   2008       WD        Normal
## 471    None  None        None       0      6   2010       WD        Normal
## 472    None  None        None       0     11   2007       WD        Normal
## 473    None  None        None       0      6   2008       WD        Normal
## 474    None  None        None       0      7   2007      New       Partial
## 475    None  None        None       0      8   2007       WD        Normal
## 476    None  None        None       0      7   2007       WD        Normal
## 477    None  None        None       0      4   2008       WD        Normal
## 478    None  None        None       0      3   2007       WD        Normal
## 479    None  None        None       0      9   2009       WD        Normal
## 480    None MnPrv        None       0      3   2007       WD        Alloca
## 481    None  None        None       0      3   2006       WD        Normal
## 482    None  None        None       0      8   2006       WD        Normal
## 483    None  None        None       0      6   2009       WD        Normal
## 484    None  None        None       0      5   2006       WD        Normal
## 485    None  None        None       0      3   2007       WD        Normal
## 486    None  None        None       0      7   2009       WD        Normal
## 487    None  None        None       0      6   2007       WD        Normal
## 488    None  None        None       0      2   2007       WD        Normal
## 489    None  None        None       0      5   2006    ConLD        Normal
## 490    None  None        None       0      5   2009       WD        Normal
## 491    None  None        None       0      6   2008       WD        Normal
## 492    None MnPrv        None       0      8   2006       WD        Normal
## 493    None  None        None       0      5   2006      New       Partial
## 494    None  None        None       0      6   2008       WD        Normal
## 495    None  None        None       0     12   2009       WD        Normal
## 496    None  GdWo        None       0     11   2009       WD       Abnorml
## 497    None  None        None       0      5   2007       WD        Normal
## 498    None GdPrv        None       0      6   2008       WD        Normal
## 499    None MnPrv        None       0      6   2009       WD        Normal
## 500    None  MnWw        Shed     480      6   2007       WD        Normal
## 501    None  None        None       0      5   2007       WD        Normal
## 502    None  None        None       0      2   2008       WD        Normal
## 503    None GdPrv        Shed     400      4   2007       WD        Normal
## 504    None  GdWo        None       0      3   2010       WD        Normal
## 505    None  None        None       0      6   2009       WD        Normal
## 506    None  None        None       0      7   2009      COD        Normal
## 507    None  None        None       0      9   2006       WD        Normal
## 508    None  None        None       0      9   2009      New       Partial
## 509    None  None        None       0     10   2008       WD        Normal
## 510    None MnPrv        None       0      7   2009       WD        Normal
## 511    None  None        Shed    2000      6   2009       WD        Normal
## 512    None  None        None       0      3   2006      New       Partial
## 513    None  None        None       0      7   2006       WD        Normal
## 514    None  None        None       0      6   2007       WD        Normal
## 515    None MnPrv        None       0      6   2007       WD        Normal
## 516    None  None        None       0      9   2009      New       Partial
## 517    None GdPrv        None       0      8   2009      COD       Abnorml
## 518    None  None        None       0      7   2009       WD        Normal
## 519    None MnPrv        None       0      5   2007       WD        Normal
## 520    None MnPrv        None       0      6   2009       WD        Normal
## 521    None  None        None       0      8   2008       WD        Normal
## 522    None  None        None       0      5   2007       WD        Normal
## 523    None  None        None       0     10   2006       WD        Normal
## 524    None  None        None       0      8   2007       WD        Normal
## 525    None  None        None       0      4   2006       WD        Normal
## 526    None  None        None       0      6   2007       WD        Normal
## 527    None  None        None       0     11   2008      New       Partial
## 528    None  None        None       0      7   2007       WD        Normal
## 529    None  None        None       0      3   2007       WD        Alloca
## 530    None  None        None       0      8   2008       WD       Abnorml
## 531    None  None        None       0      6   2008       WD        Normal
## 532    None  None        None       0      4   2010       WD        Normal
## 533    None  None        None       0      1   2007       WD        Normal
## 534    None  None        None       0     10   2006       WD        Normal
## 535    None  None        None       0      1   2008       WD        Normal
## 536    None  None        None       0      7   2008       WD        Normal
## 537    None  MnWw        None       0      4   2008      COD        Normal
## 538    None  None        None       0      7   2006       WD        Normal
## 539    None MnPrv        Shed    2000      5   2010       WD        Normal
## 540    None  None        None       0      3   2009       WD        Normal
## 541    None  None        None       0      6   2007       WD        Normal
## 542    None  None        None       0      6   2009       WD        Normal
## 543    None  None        None       0      6   2007       WD        Normal
## 544    None  None        None       0      9   2006      New       Partial
## 545    None  None        None       0      2   2006       WD        Normal
## 546    None  None        None       0      5   2007       WD        Normal
## 547    None  None        None       0      4   2007       WD        Normal
## 548    None MnPrv        None       0      6   2008       WD        Normal
## 549    None  None        None       0     11   2009       WD        Normal
## 550    None  None        None       0     10   2008      COD       Abnorml
## 551    None  None        None       0      6   2008       WD        Normal
## 552    None  None        None       0      7   2009       WD        Normal
## 553    None MnPrv        None       0      5   2009       WD        Normal
## 554    None  None        None       0      8   2008       WD        Normal
## 555    None  None        None       0      8   2006       WD        Normal
## 556    None  MnWw        None       0      5   2006       WD        Normal
## 557    None  None        None       0      9   2006      COD        Normal
## 558    None  None        None       0      8   2008       WD        Normal
## 559    None  None        None       0     10   2006       WD        Normal
## 560    None  None        None       0      5   2010       WD        Normal
## 561    None  None        None       0      4   2006       WD        Normal
## 562    None  None        None       0      7   2008       WD        Normal
## 563    None  None        None       0      7   2008       WD        Normal
## 564    None  None        None       0      7   2006       WD        Normal
## 565    None  None        None       0      5   2010       WD        Normal
## 566    None  None        None       0      6   2008       WD        Normal
## 567    None  None        None       0      3   2010       WD        Normal
## 568    None  None        None       0      9   2009       WD        Normal
## 569    None  None        None       0     12   2006       WD        Normal
## 570    None  None        None       0     11   2008       WD        Normal
## 571    None  None        None       0     10   2006       WD       Abnorml
## 572    None  None        None       0      7   2009      New       Partial
## 573    None  None        None       0     12   2007       WD        Normal
## 574    None  GdWo        None       0     12   2007       WD        Normal
## 575    None  None        None       0     10   2008      COD       Abnorml
## 576    None  None        None       0      8   2009       WD        Normal
## 577    None  None        None       0      5   2006       WD       Abnorml
## 578    None  None        None       0      2   2008       WD       Abnorml
## 579    None  None        None       0     11   2008       WD        Normal
## 580    None  None        None       0      6   2007       WD        Normal
## 581    None  None        None       0      8   2009      New       Partial
## 582    None  None        None       0      5   2007       WD        Normal
## 583    None  None        None       0      7   2008       WD        Normal
## 584    None  None        None       0      7   2009       WD        Normal
## 585    None  None        None       0      3   2006      New       Partial
## 586    None  MnWw        None       0      5   2008       WD        Normal
## 587    None  None        None       0      7   2009       WD        Normal
## 588    None  None        None       0      6   2009       WD       Partial
## 589    None  None        Shed     600      8   2008       WD        Normal
## 590    None  None        None       0      9   2008       WD        Normal
## 591    None  None        None       0      6   2009    ConLI        Normal
## 592    None  None        None       0      6   2008       WD        Normal
## 593    None  None        None       0      5   2009       WD        Normal
## 594    None MnPrv        None       0      4   2008       WD        Normal
## 595    None  None        None       0      8   2006      New       Partial
## 596    None  None        None       0     10   2006       WD        Normal
## 597    None  None        None       0      2   2007      New       Partial
## 598    None  None        None       0      3   2006       WD        Normal
## 599    None GdPrv        None       0      7   2008      COD        Normal
## 600    None  None        None       0      6   2006       WD        Normal
## 601    None  None        None       0     12   2007       WD        Normal
## 602    None  None        None       0      2   2006       WD       Abnorml
## 603    None  None        None       0      6   2010       WD        Normal
## 604    None  None        None       0      9   2008       WD        Normal
## 605    None  None        None       0     10   2009       WD        Normal
## 606    None GdPrv        None       0     11   2009       WD        Normal
## 607    None  None        None       0      8   2006       WD        Normal
## 608    None  None        None       0      9   2007       WD        Alloca
## 609    None  None        None       0      4   2007       WD        Normal
## 610    None  None        None       0      5   2009       WD        Normal
## 611    None MnPrv        Shed     500      7   2007       WD        Normal
## 612    None  None        None       0     11   2009       WD        Normal
## 613    None  None        None       0     12   2007      New       Partial
## 614    None  None        None       0      5   2010       WD        Normal
## 615    None MnPrv        None       0      5   2010       WD       Abnorml
## 616    None  None        None       0      6   2006       WD        Normal
## 617    None  None        None       0      6   2008       WD        Normal
## 618    None  None        None       0      7   2007      New       Partial
## 619    None  None        None       0      8   2008       WD        Normal
## 620    None  None        None       0      9   2008       WD        Normal
## 621    None  None        None       0      6   2008       WD        Normal
## 622    None  None        None       0      7   2009       WD        Normal
## 623    None  None        None       0      6   2007       WD        Normal
## 624    None  None        None       0     11   2006       WD        Normal
## 625    None  None        None       0      2   2010       WD        Normal
## 626    None  GdWo        Shed     600      8   2007       WD        Normal
## 627    None  None        None       0      3   2010       WD        Normal
## 628    None  None        None       0      9   2007       WD        Family
## 629    None GdPrv        None       0      6   2008       WD        Normal
## 630    None MnPrv        None       0      6   2006       WD       Abnorml
## 631    None  None        None       0      8   2007       WD        Normal
## 632    None  None        None       0      4   2009       WD        Family
## 633    None  None        None       0      7   2007       WD        Normal
## 634    None GdPrv        Shed     600      6   2010       WD        Normal
## 635    None  None        None       0      3   2007       WD       Abnorml
## 636    None  None        None       0      1   2009    ConLw        Normal
## 637    None  None        None       0     11   2009       WD        Normal
## 638    None MnPrv        None       0      5   2008       WD        Normal
## 639    None  None        None       0     10   2006      New       Partial
## 640    None  None        None       0      4   2008       WD        Normal
## 641    None  None        None       0      5   2007       WD        Normal
## 642    None MnPrv        None       0      7   2009       WD        Normal
## 643    None  GdWo        None       0      4   2007       WD        Normal
## 644    None  None        None       0     10   2009      New       Partial
## 645    None  None        None       0      3   2007       WD        Normal
## 646    None  None        None       0      7   2008       WD        Normal
## 647    None  None        None       0      6   2008       WD        Normal
## 648    None  None        None       0      6   2010       WD        Normal
## 649    None MnPrv        None       0     12   2007       WD        Normal
## 650    None  None        None       0      5   2008       WD        Normal
## 651    None MnPrv        None       0     10   2009       WD        Normal
## 652    None  None        None       0      7   2009       WD        Normal
## 653    None MnPrv        None       0      6   2008       WD        Normal
## 654    None  None        None       0      8   2008       WD        Normal
## 655    None  None        None       0      3   2010       WD        Family
## 656    None MnPrv        None       0      8   2008       WD        Normal
## 657    None MnPrv        None       0      2   2008       WD        Normal
## 658    None  None        None       0      1   2010       WD       Abnorml
## 659    None MnPrv        None       0      3   2009       WD        Normal
## 660    None  None        None       0     11   2007       WD        Normal
## 661    None  None        None       0      7   2009       WD        Normal
## 662    None  None        None       0      7   2009       WD        Normal
## 663    None MnPrv        None       0      4   2008       WD        Normal
## 664    None  None        None       0      1   2006      New       Partial
## 665    None  None        None       0     11   2006       WD        Normal
## 666    None  None        None       0      8   2007       WD       Abnorml
## 667    None  None        None       0     10   2008       WD        Normal
## 668    None  None        None       0     11   2006       WD        Normal
## 669    None  None        None       0      7   2006       WD        Normal
## 670    None  None        None       0      2   2009       WD        Normal
## 671    None  None        None       0      7   2009       WD        Normal
## 672    None  None        None       0      6   2006       WD        Normal
## 673    None  None        None       0      6   2007       WD        Normal
## 674    None  None        None       0      7   2008       WD        Normal
## 675    None  None        None       0      4   2009       WD        Normal
## 676    None  None        None       0      5   2006       WD        Normal
## 677    None  None        None       0      5   2009       WD        Normal
## 678    None  None        None       0      7   2009      New       Partial
## 679    None  None        None       0     10   2007       WD        Normal
## 680    None  None        None       0      5   2010       WD        Normal
## 681    None  None        None       0      7   2009       WD       Abnorml
## 682    None  None        None       0     11   2008       WD        Normal
## 683    None  None        None       0      7   2007       WD        Normal
## 684    None  None        None       0      6   2010       WD        Normal
## 685    None  None        None       0      9   2007       WD        Normal
## 686    None  None        None       0      8   2007      New       Partial
## 687    None  None        None       0      3   2007       WD        Normal
## 688    None  None        None       0     10   2007      New       Partial
## 689    None  None        None       0      6   2007       WD        Normal
## 690    None  None        None       0      5   2008       WD        Normal
## 691    None  None        None       0      1   2007       WD        Normal
## 692    None  None        None       0      4   2006       WD        Normal
## 693    None  None        None       0     12   2006       WD       Abnorml
## 694    None MnPrv        None       0      4   2009       WD        Normal
## 695    None  None        None       0      7   2006       WD        Normal
## 696    None  None        None       0      6   2006       WD        Normal
## 697    None  None        None       0      9   2006       WD        Normal
## 698    None MnPrv        None       0      4   2010       WD        Normal
## 699    None  None        None       0      7   2008       WD        Normal
## 700    None  None        None       0      5   2006       WD        Normal
## 701    None  None        None       0      7   2006      COD        Normal
## 702    None  None        None       0      7   2006      New       Partial
## 703    None MnPrv        None       0      5   2010       WD        Normal
## 704    None  None        None       0      5   2010       WD        Normal
## 705    None  None        Othr    3500      7   2010       WD        Normal
## 706    None  None        None       0      6   2007       WD        Normal
## 707    None  None        None       0     12   2009       WD        Normal
## 708    None  None        None       0      7   2007      New       Partial
## 709    None MnPrv        None       0     12   2008       WD       Abnorml
## 710    None  None        None       0      7   2008       WD        Normal
## 711    None  None        None       0      1   2010       WD       Abnorml
## 712    None  None        None       0     10   2008       WD        Normal
## 713    None  None        None       0      5   2006       WD        Normal
## 714    None  None        None       0      3   2010       WD        Normal
## 715    None MnPrv        None       0      8   2009       WD        Normal
## 716    None  None        None       0      7   2007       WD        Normal
## 717    None MnPrv        None       0     11   2008       WD        Normal
## 718    None  None        None       0      8   2008       WD        Normal
## 719    None  None        None       0      5   2006       WD        Normal
## 720    None  None        None       0     12   2006       WD        Normal
## 721    None  None        None       0      5   2010       WD        Normal
## 722    None  None        None       0      7   2009       WD        Normal
## 723    None  None        None       0      5   2008       WD        Normal
## 724    None  None        None       0      2   2009       WD        Normal
## 725    None  None        Shed     500     11   2009       WD        Normal
## 726    None  None        None       0     12   2009       WD        Normal
## 727    None  None        None       0      2   2009       WD        Normal
## 728    None  None        None       0      7   2009      COD       Abnorml
## 729    None  None        None       0      1   2009       WD        Normal
## 730    None  None        None       0      3   2010       WD        Normal
## 731    None  None        None       0      5   2007       WD        Normal
## 732    None  None        None       0      7   2008       WD        Normal
## 733    None  GdWo        Shed     400      3   2009       WD        Normal
## 734    None  None        None       0      5   2007       WD        Family
## 735    None  None        None       0     10   2006       WD        Normal
## 736    None  None        None       0      7   2006       WD        Normal
## 737    None  None        None       0      6   2006       WD        Normal
## 738    None  None        None       0      3   2009       WD        Alloca
## 739    None  None        None       0      4   2009       WD        Normal
## 740    None GdPrv        None       0      5   2007       WD       Abnorml
## 741    None GdPrv        None       0      5   2008       WD        Normal
## 742    None GdPrv        None       0     12   2007       WD        Normal
## 743    None  None        None       0     10   2009       WD        Normal
## 744    None  None        None       0     10   2008       WD        Normal
## 745    None  None        None       0      7   2008       WD        Normal
## 746    None  None        None       0      4   2009       WD        Normal
## 747    None  None        None       0      5   2009       WD        Normal
## 748    None  None        None       0      3   2010       WD        Normal
## 749    None  None        None       0      4   2009       WD        Normal
## 750    None  None        None       0      6   2010       WD        Normal
## 751    None  None        None       0      8   2007       WD        Normal
## 752    None  None        None       0      7   2006       WD        Normal
## 753    None  None        None       0      3   2006       WD        Normal
## 754    None  None        None       0      7   2009       WD        Normal
## 755    None  None        None       0      3   2009       WD        Normal
## 756    None  None        None       0      4   2009       WD        Normal
## 757    None GdPrv        None       0      4   2010       WD       Abnorml
## 758    None  None        None       0      8   2008       WD        Normal
## 759    None  None        None       0     11   2007       WD        Normal
## 760    None  None        Shed     450     10   2009       WD        Normal
## 761    None  None        None       0     10   2009       WD        Normal
## 762    None  None        None       0      6   2010      Con        Normal
## 763    None  None        None       0      7   2009       WD        Normal
## 764    None  None        None       0      4   2006       WD        Normal
## 765    None  None        None       0      8   2008      New       Partial
## 766    None MnPrv        Shed     500      3   2010       WD        Normal
## 767    None  None        Shed    1300      7   2008       WD        Normal
## 768    None  None        None       0     10   2006       WD        Normal
## 769    None  None        None       0      6   2010       WD        Normal
## 770    None  None        None       0      4   2009       WD        Normal
## 771    None  None        None       0      4   2006      COD        Normal
## 772    None MnPrv        None       0      3   2010       WD       Abnorml
## 773    None  None        None       0      7   2007      COD        Normal
## 774    None  None        None       0      7   2007      New       Partial
## 775    None  None        None       0      6   2009       WD        Normal
## 776    None  None        None       0      7   2006      New       Partial
## 777    None MnPrv        None       0      6   2006       WD        Normal
## 778    None  None        None       0     10   2007       WD        Normal
## 779    None  None        None       0      5   2006       WD        Normal
## 780    None  None        None       0      6   2007       WD        Normal
## 781    None  None        None       0      7   2006       WD        Normal
## 782    None  None        None       0      6   2009       WD        Normal
## 783    None  None        None       0      7   2009       WD        Normal
## 784    None  None        None       0      6   2008       WD        Normal
## 785    None  None        None       0      9   2009       WD        Normal
## 786    None  None        Shed    1200      6   2010       WD        Normal
## 787    None  None        None       0      1   2010       WD        Normal
## 788    None  None        None       0      8   2008       WD        Normal
## 789    None  None        None       0      7   2007       WD        Normal
## 790    None  None        None       0      9   2009       WD        Normal
## 791    None  None        None       0      5   2007       WD        Normal
## 792    None  None        None       0      6   2007       WD        Normal
## 793    None  None        None       0      6   2007      New       Partial
## 794    None  None        Shed     500     10   2008       WD        Normal
## 795    None MnPrv        None       0      4   2010       WD        Normal
## 796    None MnPrv        None       0      4   2007       WD        Normal
## 797    None  None        None       0      4   2008       WD       Abnorml
## 798    None  None        None       0      7   2009      New       Partial
## 799    None MnPrv        None       0      6   2007       WD        Normal
## 800    None  None        Shed     400      5   2008       WD        Normal
## 801    None  None        None       0      7   2007       WD        Normal
## 802    None  None        None       0     10   2008       WD        Normal
## 803    None  None        None       0      1   2009      New       Partial
## 804    None  GdWo        None       0      6   2006       WD        Family
## 805    None  None        None       0      7   2008      New       Partial
## 806    None  None        None       0     10   2006       WD        Normal
## 807    None  None        None       0      5   2009       WD        Normal
## 808    None  GdWo        None       0      6   2006       WD        Normal
## 809    None MnPrv        None       0     11   2009       WD        Normal
## 810      Fa GdPrv        None       0      1   2006       WD        Normal
## 811    None  None        None       0      6   2008    ConLD        Normal
## 812    None  None        Shed      54      6   2010       WD        Alloca
## 813    None  None        Shed     500      4   2007      COD        Normal
## 814    None  None        None       0      7   2006       WD        Normal
## 815    None  None        None       0      5   2010       WD        Normal
## 816    None  None        None       0      7   2006       WD        Normal
## 817    None  None        None       0      7   2008       WD        Normal
## 818    None MnPrv        None       0      6   2010       WD        Normal
## 819    None  None        None       0      6   2010      New       Partial
## 820    None  None        None       0      6   2008       WD        Normal
## 821    None  None        None       0      2   2009       WD        Normal
## 822    None  None        None       0     10   2007       WD        Family
## 823    None  GdWo        None       0      7   2009       WD        Normal
## 824    None  None        None       0      6   2006      New       Partial
## 825    None  None        None       0      6   2008      New       Partial
## 826    None  None        None       0      5   2008       WD        Normal
## 827    None  None        None       0      4   2009       WD        Normal
## 828    None  None        None       0      6   2009       WD       Abnorml
## 829    None  None        None       0      7   2006       WD        Normal
## 830    None  None        None       0      6   2008       WD        Normal
## 831    None  None        None       0      6   2006       WD        Normal
## 832    None  None        None       0      1   2010       WD        Normal
## 833    None  None        None       0      2   2009       WD        Normal
## 834    None  GdWo        None       0      9   2008       WD        Normal
## 835    None  None        None       0      2   2010       WD        Normal
## 836    None  GdWo        None       0      6   2007      COD        Normal
## 837    None  None        None       0     11   2008       WD        Normal
## 838    None  None        None       0      6   2008       WD        Normal
## 839    None  None        None       0      5   2008       WD        Normal
## 840    None  None        None       0      3   2008       WD        Normal
## 841    None  None        None       0      6   2008       WD        Normal
## 842    None GdPrv        None       0      5   2008       WD        Normal
## 843    None  None        None       0      7   2007       WD        Normal
## 844    None  None        None       0      6   2008       WD        Normal
## 845    None  None        None       0      1   2007       WD        Normal
## 846    None  None        None       0      7   2009       WD        Normal
## 847    None  None        None       0      8   2009       WD        Normal
## 848    None  None        None       0      9   2008       WD        Normal
## 849    None  None        None       0      8   2007       WD        Normal
## 850    None  None        None       0     11   2007       WD        Normal
## 851    None  None        None       0      5   2006       WD        Normal
## 852    None MnPrv        None       0      8   2007       WD        Normal
## 853    None MnPrv        None       0      8   2009       WD        Normal
## 854    None  None        None       0      7   2006       WD       Abnorml
## 855    None  None        None       0      4   2010       WD        Normal
## 856    None MnPrv        None       0     10   2008       WD        Normal
## 857    None  None        None       0      3   2009       WD        Normal
## 858    None MnPrv        None       0      6   2009       WD        Family
## 859    None  None        None       0      8   2006       WD        Normal
## 860    None GdPrv        None       0      6   2007       WD        Normal
## 861    None  None        None       0      4   2010       WD        Normal
## 862    None GdPrv        None       0      5   2010       WD        Normal
## 863    None GdPrv        None       0      7   2009       WD        Normal
## 864    None  None        None       0      5   2008      New       Partial
## 865    None MnPrv        None       0      8   2009       WD        Normal
## 866    None  None        None       0     11   2007      New       Partial
## 867    None  None        Shed     400      5   2007       WD        Normal
## 868    None  None        None       0      5   2006       WD        Normal
## 869    None GdPrv        None       0      6   2010       WD        Normal
## 870    None  None        None       0      8   2009       WD        Normal
## 871    None  None        None       0      6   2010       WD        Normal
## 872    None  GdWo        None       0     10   2008       WD        Normal
## 873    None  None        Othr       0      9   2009       WD        Normal
## 874    None  None        None       0      8   2009       WD       Abnorml
## 875    None  None        None       0      8   2007      New       Partial
## 876    None  None        None       0      1   2007       WD        Normal
## 877    None  None        None       0      6   2009       WD        Normal
## 878    None MnPrv        Shed     400      6   2010       WD        Normal
## 879    None  GdWo        None       0      7   2009       WD        Normal
## 880    None  None        None       0      6   2007       WD        Normal
## 881    None  None        None       0      4   2007       WD        Normal
## 882    None MnPrv        None       0     12   2009       WD        Normal
## 883    None  None        None       0      3   2006       WD        Normal
## 884    None  GdWo        None       0      7   2009       WD        Normal
## 885    None  None        None       0      1   2008      CWD       Abnorml
## 886    None  None        None       0      6   2006       WD        Family
## 887    None  None        None       0      4   2008       WD        Normal
## 888    None  None        None       0     10   2007       WD        Normal
## 889    None  None        None       0      2   2009       WD        Normal
## 890    None MnPrv        Shed    2000      7   2007       WD        Normal
## 891    None  None        None       0      7   2009       WD        Normal
## 892    None MnPrv        None       0      2   2006       WD        Normal
## 893    None GdPrv        None       0      6   2008       WD        Normal
## 894    None  None        None       0      6   2009       WD        Alloca
## 895    None  None        None       0     10   2008       WD        Normal
## 896    None  None        None       0      4   2006       WD       Abnorml
## 897    None  None        None       0      6   2009       WD        Alloca
## 898    None  None        None       0      3   2010      New       Partial
## 899    None  None        None       0      6   2006       WD        Normal
## 900    None  None        None       0      6   2007       WD        Normal
## 901    None  None        None       0      5   2009       WD        Normal
## 902    None  None        None       0      7   2006       WD        Normal
## 903    None  None        None       0      8   2006      New       Partial
## 904    None MnPrv        None       0      8   2007       WD        Normal
## 905    None MnPrv        None       0      2   2010       WD        Normal
## 906    None  None        None       0      6   2007       WD        Normal
## 907    None  None        None       0      6   2006       WD        Normal
## 908    None MnPrv        None       0      6   2006       WD        Normal
## 909    None  None        None       0      6   2009       WD        Normal
## 910    None  None        None       0      1   2010       WD        Normal
## 911    None  None        None       0     10   2009       WD        Normal
## 912    None MnPrv        Shed     620      7   2006       WD       Abnorml
## 913    None  None        None       0      8   2007       WD        Normal
## 914    None  None        None       0      6   2009      New       Partial
## 915    None  None        None       0      1   2007       WD        Normal
## 916    None  None        None       0     10   2006       WD       Abnorml
## 917    None  None        None       0      4   2009       WD        Normal
## 918    None GdPrv        None       0     11   2007       WD        Normal
## 919    None  None        None       0      5   2008       WD        Normal
## 920    None  None        None       0      7   2007       WD        Normal
## 921    None GdPrv        None       0      9   2008       WD        Normal
## 922    None  None        None       0     10   2006      New       Partial
## 923    None  None        None       0      7   2008       WD        Normal
## 924    None  None        None       0      5   2006       WD        Normal
## 925    None  None        None       0      3   2008       WD       Abnorml
## 926    None  None        None       0      5   2007       WD        Normal
## 927    None GdPrv        None       0      4   2008       WD        Normal
## 928    None  None        None       0      6   2009       WD        Normal
## 929    None  None        None       0     11   2006       WD        Normal
## 930    None  None        None       0      7   2009       WD        Normal
## 931    None  GdWo        None       0      7   2009       WD        Normal
## 932    None  None        None       0      3   2007       WD        Normal
## 933    None  None        None       0      8   2009       WD        Normal
## 934    None  None        None       0     11   2008       WD        Normal
## 935    None  None        None       0      6   2006       WD        Normal
## 936    None  None        None       0      8   2009       WD        Normal
## 937    None  None        None       0      2   2009       WD        Normal
## 938    None  None        None       0      8   2006      New       Partial
## 939    None  None        None       0      6   2010      COD        Normal
## 940    None  None        None       0      7   2006       WD        Normal
## 941    None GdPrv        None       0      6   2009       WD        Normal
## 942    None  None        None       0      8   2007      Oth       Abnorml
## 943    None  None        None       0      6   2007       WD        Normal
## 944    None  None        None       0      1   2009      COD       Abnorml
## 945    None  MnWw        None       0      9   2009       WD        Normal
## 946    None  None        None       0      3   2006       WD        Normal
## 947    None  None        None       0     11   2007       WD        Normal
## 948    None  None        None       0      2   2006       WD        Normal
## 949    None  None        None       0      3   2010       WD        Normal
## 950    None  None        None       0      7   2007       WD        Normal
## 951    None MnPrv        None       0      7   2006       WD       Abnorml
## 952    None MnPrv        None       0      4   2009       WD        Normal
## 953    None MnPrv        Shed     400      9   2008       WD        Normal
## 954    None  None        None       0     10   2006       WD       AdjLand
## 955    None  None        None       0      8   2007       WD        Normal
## 956    None GdPrv        None       0      5   2009       WD        Normal
## 957    None  None        None       0      4   2007       WD        Normal
## 958    None  None        None       0     10   2007       WD        Normal
## 959    None  None        None       0      5   2010       WD        Normal
## 960    None  None        None       0      2   2010       WD        Normal
## 961    None  None        None       0      7   2008       WD        Normal
## 962    None  None        None       0      7   2007       WD        Normal
## 963    None  None        None       0      5   2009       WD        Normal
## 964    None  None        None       0      2   2010       WD        Normal
## 965    None  None        None       0      7   2007      New       Partial
## 966    None  None        None       0      6   2009       WD        Normal
## 967    None  None        None       0      7   2008       WD        Normal
## 968    None  GdWo        None       0      5   2009       WD       Abnorml
## 969    None  None        None       0      3   2006    ConLD        Normal
## 970    None  None        None       0     12   2006       WD       Abnorml
## 971    None  None        None       0      7   2009       WD        Normal
## 972    None  None        None       0      4   2010       WD        Normal
## 973    None  None        None       0     12   2008      New       Partial
## 974    None GdPrv        None       0     10   2009       WD        Normal
## 975    None  None        None       0      4   2006       WD        Normal
## 976    None  None        None       0      8   2006       WD        Normal
## 977    None  None        None       0     11   2007      New       Partial
## 978    None  None        None       0      5   2007       WD       Abnorml
## 979    None MnPrv        None       0      6   2009       WD        Normal
## 980    None  None        None       0      7   2008       WD        Normal
## 981    None  None        None       0      7   2009       WD        Normal
## 982    None  None        None       0      3   2008       WD        Normal
## 983    None  None        None       0      5   2008       WD        Normal
## 984    None  None        None       0      8   2009      COD        Normal
## 985    None  None        None       0      8   2008    ConLD        Normal
## 986    None  None        None       0      6   2006       WD        Normal
## 987    None  None        None       0      4   2010      New       Partial
## 988    None  None        None       0      6   2007       WD        Normal
## 989    None  None        None       0      8   2006      New       Partial
## 990    None  None        None       0      6   2006       WD        Normal
## 991    None  None        None       0     11   2009       WD        Normal
## 992    None  MnWw        None       0      7   2007       WD        Normal
## 993    None  None        None       0      8   2006      New       Partial
## 994    None  None        None       0      7   2009       WD        Normal
## 995    None MnPrv        None       0      8   2006       WD       Abnorml
## 996    None  None        None       0      1   2006      COD        Normal
## 997    None  None        None       0      2   2009       WD        Normal
## 998    None  None        None       0      5   2006       WD        Normal
## 999    None  None        None       0      2   2010       WD        Normal
## 1000   None  None        None       0      7   2009       WD        Normal
## 1001   None  None        None       0      1   2007       WD       Abnorml
## 1002   None  None        None       0      7   2008       WD        Normal
## 1003   None  None        None       0      6   2007       WD        Normal
## 1004   None  None        None       0      5   2009       WD        Normal
## 1005   None  None        None       0     11   2008       WD        Normal
## 1006   None  None        None       0      3   2007       WD        Normal
## 1007   None  None        None       0      8   2009       WD        Normal
## 1008   None  None        None       0      4   2009       WD        Normal
## 1009   None  None        None       0      6   2006       WD        Normal
## 1010   None  None        None       0      8   2008       WD        Normal
## 1011   None  None        None       0      5   2010       WD        Normal
## 1012   None  None        None       0      8   2007       WD        Normal
## 1013   None  None        None       0      6   2009       WD        Normal
## 1014   None  None        None       0     11   2007       WD        Normal
## 1015   None  None        None       0     11   2009       WD        Normal
## 1016   None  None        None       0      6   2009       WD        Normal
## 1017   None  None        None       0      8   2009      COD       Abnorml
## 1018   None  None        None       0      5   2007       WD        Normal
## 1019   None  None        None       0      4   2006       WD        Normal
## 1020   None  None        None       0      6   2008       WD        Normal
## 1021   None  None        None       0      7   2006      New       Partial
## 1022   None  None        None       0      3   2007       WD        Normal
## 1023   None  None        None       0      5   2008       WD        Normal
## 1024   None  None        None       0      5   2008      COD       Abnorml
## 1025   None MnPrv        None       0      3   2007       WD        Normal
## 1026   None  None        None       0      4   2010       WD        Normal
## 1027   None  None        None       0      4   2008      New       Partial
## 1028   None  None        None       0      4   2007       WD        Normal
## 1029   None  None        None       0      5   2006       WD        Normal
## 1030   None  None        None       0      7   2006       WD        Normal
## 1031   None  None        None       0      8   2009       WD        Normal
## 1032   None  None        None       0     11   2006       WD       Abnorml
## 1033   None  None        None       0      2   2006       WD        Normal
## 1034   None MnPrv        None       0      6   2007       WD        Normal
## 1035   None  None        None       0      1   2009       WD        Normal
## 1036   None  None        None       0      9   2009       WD        Normal
## 1037   None  None        None       0      9   2008       WD        Normal
## 1038   None  None        None       0      5   2009       WD        Normal
## 1039   None  None        None       0      4   2009       WD        Normal
## 1040   None GdPrv        None       0      1   2006       WD        Normal
## 1041   None  None        None       0      7   2008       WD        Normal
## 1042   None  None        None       0      8   2009       WD        Normal
## 1043   None  None        None       0      5   2008       WD        Normal
## 1044   None MnPrv        None       0      7   2009       WD        Normal
## 1045   None  None        None       0      6   2009       WD        Normal
## 1046   None  None        None       0      7   2006      New       Partial
## 1047   None  None        None       0      2   2008       WD        Normal
## 1048   None GdPrv        None       0     11   2009       WD        Normal
## 1049   None  None        None       0      4   2010       WD       Abnorml
## 1050   None  None        None       0      8   2007      New       Partial
## 1051   None  None        None       0     10   2007      New       Partial
## 1052   None GdPrv        None       0      6   2007       WD        Normal
## 1053   None  None        None       0      5   2010       WD        Normal
## 1054   None  None        None       0     11   2006       WD        Normal
## 1055   None MnPrv        None       0      5   2008      COD       Abnorml
## 1056   None  None        None       0      6   2006       WD        Normal
## 1057   None  None        None       0      1   2009       WD        Normal
## 1058   None  None        None       0      7   2009       WD        Normal
## 1059   None  None        None       0      3   2007       WD        Normal
## 1060   None  None        None       0      4   2010       WD        Normal
## 1061   None  None        Shed     560      8   2008    ConLD        Normal
## 1062   None  None        None       0      9   2007       WD        Normal
## 1063   None MnPrv        None       0      7   2006       WD        Normal
## 1064   None MnPrv        None       0     11   2009       WD        Normal
## 1065   None  None        None       0      4   2010       WD        Normal
## 1066   None  None        None       0      5   2009       WD        Normal
## 1067   None  None        None       0      6   2008       WD        Normal
## 1068   None GdPrv        None       0      6   2006       WD        Normal
## 1069   None  None        None       0      5   2007       WD        Normal
## 1070   None  None        None       0      6   2007       WD        Normal
## 1071   None  None        None       0      5   2009       WD        Normal
## 1072   None  None        None       0      8   2006       WD        Normal
## 1073   None MnPrv        None       0      7   2009       WD        Normal
## 1074   None  None        None       0      5   2007       WD        Normal
## 1075   None  None        None       0      7   2007      CWD        Normal
## 1076   None  None        Shed     500      4   2006       WD        Normal
## 1077   None  None        None       0      3   2006       WD       Abnorml
## 1078   None  None        None       0      5   2006       WD        Normal
## 1079   None  None        None       0      4   2007       WD        Normal
## 1080   None  None        None       0     10   2008      COD       Abnorml
## 1081   None MnPrv        None       0      6   2010       WD        Normal
## 1082   None  None        None       0      9   2007       WD        Normal
## 1083   None MnPrv        Shed     700      3   2006       WD        Normal
## 1084   None  None        None       0      7   2006       WD        Normal
## 1085   None  None        None       0      4   2010       WD        Normal
## 1086   None  None        None       0      5   2010       WD        Normal
## 1087   None  None        None       0      5   2009       WD        Normal
## 1088   None  None        None       0      4   2006       WD        Normal
## 1089   None  None        None       0      4   2006       WD        Normal
## 1090   None  None        None       0      6   2009       WD        Normal
## 1091   None  None        None       0      3   2008       WD        Normal
## 1092   None  None        None       0      6   2008       WD        Normal
## 1093   None MnPrv        None       0     10   2006       WD        Normal
## 1094   None  None        None       0      5   2010       WD        Normal
## 1095   None  None        None       0      3   2007       WD        Normal
## 1096   None  None        None       0      3   2007       WD        Normal
## 1097   None  None        None       0     10   2007       WD        Normal
## 1098   None  None        None       0      7   2009       WD        Normal
## 1099   None  None        None       0      4   2009      COD       Abnorml
## 1100   None  None        None       0      1   2009       WD        Normal
## 1101   None  None        None       0      7   2007       WD        Normal
## 1102   None  MnWw        None       0      4   2007       WD        Family
## 1103   None  None        None       0      7   2006       WD        Normal
## 1104   None  None        None       0      4   2007       WD        Normal
## 1105   None  None        None       0      4   2010       WD        Normal
## 1106   None  None        None       0      5   2007       WD        Normal
## 1107   None  None        None       0      9   2006      New       Partial
## 1108   None  None        None       0     11   2007       WD       Abnorml
## 1109   None  None        None       0      3   2009       WD        Normal
## 1110   None  None        None       0      6   2008       WD        Normal
## 1111   None  None        None       0      9   2008       WD        Normal
## 1112   None  None        None       0      7   2006       WD        Normal
## 1113   None  None        None       0      5   2007       WD        Normal
## 1114   None MnPrv        None       0      8   2006       WD        Normal
## 1115   None  None        None       0     11   2007      New       Partial
## 1116   None  None        None       0      3   2009       WD        Normal
## 1117   None  None        None       0      5   2008       WD        Normal
## 1118   None  None        None       0     12   2008       WD        Normal
## 1119   None  GdWo        None       0      7   2006       WD        Normal
## 1120   None MnPrv        None       0      5   2007       WD        Normal
## 1121   None  None        None       0      7   2006      New       Partial
## 1122   None MnPrv        None       0     10   2009      COD       Abnorml
## 1123   None  None        None       0      6   2009       WD        Normal
## 1124   None  None        None       0      7   2007       WD        Normal
## 1125   None  None        None       0     11   2009       WD        Normal
## 1126   None  None        None       0      6   2009       WD        Normal
## 1127   None  None        None       0     11   2007       WD        Family
## 1128   None  None        None       0      7   2007       WD        Normal
## 1129   None  None        None       0      8   2007       WD        Normal
## 1130   None MnPrv        None       0     12   2009       WD        Normal
## 1131   None MnPrv        None       0      9   2007      Oth       Abnorml
## 1132   None  None        None       0      5   2007       WD        Normal
## 1133   None  None        None       0      6   2009       WD        Normal
## 1134   None  None        None       0      8   2007       WD        Normal
## 1135   None  None        None       0      5   2007       WD        Normal
## 1136   None  None        None       0      4   2008       WD       Abnorml
## 1137   None  None        None       0      5   2010       WD        Normal
## 1138   None  None        None       0      5   2009       WD        Normal
## 1139   None  None        None       0      5   2007       WD        Normal
## 1140   None  None        None       0      6   2008      COD       Abnorml
## 1141   None  None        None       0     10   2009       WD        Normal
## 1142   None  None        None       0      4   2007      New       Partial
## 1143   None  None        None       0      7   2008       WD        Normal
## 1144   None MnPrv        None       0      7   2010       WD        Normal
## 1145   None  None        None       0      8   2006       WD        Family
## 1146   None  None        None       0      5   2006       WD        Normal
## 1147   None  None        None       0      7   2009       WD        Normal
## 1148   None  None        None       0      8   2008       WD        Normal
## 1149   None  None        None       0      7   2009       WD        Normal
## 1150   None GdPrv        None       0     11   2007       WD        Normal
## 1151   None  None        None       0     11   2006       WD        Normal
## 1152   None  None        None       0      7   2006       WD       Abnorml
## 1153   None  None        None       0      6   2008       WD        Normal
## 1154   None GdPrv        None       0      5   2008       WD        Normal
## 1155   None  None        None       0      7   2007       WD        Normal
## 1156   None MnPrv        None       0     10   2008       WD        Normal
## 1157   None  None        None       0      7   2009       WD        Normal
## 1158   None  None        None       0      6   2008    ConLD       Partial
## 1159   None  None        None       0      7   2008       WD        Normal
## 1160   None  None        None       0      7   2010       WD        Normal
## 1161   None  None        None       0     11   2008       WD        Normal
## 1162   None  None        None       0      5   2007       WD        Normal
## 1163   None  None        None       0      1   2008       WD        Alloca
## 1164   None  None        None       0      6   2007       WD        Normal
## 1165   None  None        None       0      9   2009      New       Partial
## 1166   None  None        None       0      2   2010       WD        Normal
## 1167   None  None        None       0      2   2006       WD        Normal
## 1168   None  None        None       0      7   2008       WD        Normal
## 1169   None  None        None       0      7   2006       WD        Normal
## 1170     Gd GdPrv        None       0      7   2008       WD        Normal
## 1171   None  None        Shed    1400     11   2008       WD        Normal
## 1172   None  None        None       0      3   2008       WD        Normal
## 1173   None MnPrv        None       0      3   2007       WD        Normal
## 1174   None  None        None       0      7   2006       WD        Normal
## 1175   None  None        None       0      4   2007       WD        Normal
## 1176   None MnPrv        None       0     10   2008       WD        Normal
## 1177   None  None        None       0     12   2009       WD        Normal
## 1178   None  None        None       0      7   2009       WD        Normal
## 1179   None  None        None       0      4   2006       WD        Normal
## 1180   None GdPrv        None       0      4   2006       WD        Normal
## 1181   None  None        None       0     11   2008      New       Partial
## 1182     Ex MnPrv        None       0      7   2007       WD       Abnorml
## 1183   None  None        None       0      6   2006       WD        Normal
## 1184   None  None        None       0      5   2007       WD        Normal
## 1185   None  None        None       0      3   2006       WD        Normal
## 1186   None  None        None       0      8   2009       WD       Abnorml
## 1187   None GdPrv        None       0      7   2006       WD        Normal
## 1188   None  None        None       0      7   2009       WD        Normal
## 1189   None  None        None       0      6   2010       WD        Normal
## 1190   None  None        None       0      3   2007       WD        Normal
## 1191   None  None        None       0     11   2007       WD        Normal
## 1192   None  GdWo        None       0      7   2007       WD        Normal
## 1193   None  None        None       0      6   2009       WD        Normal
## 1194   None MnPrv        None       0      3   2010       WD        Normal
## 1195   None  None        None       0      7   2008       WD        Normal
## 1196   None  None        None       0     11   2006      New       Partial
## 1197   None  None        None       0      7   2006    ConLw        Normal
## 1198   None  None        None       0      6   2009       WD        Normal
## 1199   None  None        None       0     10   2006       WD        Normal
## 1200   None  None        Shed       0      7   2006      Oth       Abnorml
## 1201   None  None        None       0      3   2009       WD        Normal
## 1202   None  None        None       0      5   2009       WD        Normal
## 1203   None  None        None       0     10   2009       WD        Normal
## 1204   None MnPrv        None       0      7   2006       WD        Normal
## 1205   None  None        None       0      6   2009       WD        Normal
## 1206   None MnPrv        None       0     11   2006       WD        Normal
## 1207   None  None        None       0      5   2006       WD        Normal
## 1208   None  None        None       0     10   2008       WD        Normal
## 1209   None  None        None       0      5   2006      New       Partial
## 1210   None GdPrv        Shed     400      5   2010       WD        Normal
## 1211   None  None        None       0      6   2010       WD        Normal
## 1212   None  None        None       0      8   2009       WD        Normal
## 1213   None  None        None       0      5   2006       WD        Normal
## 1214   None  None        None       0      5   2006       WD        Normal
## 1215   None MnPrv        None       0      5   2007       WD        Normal
## 1216   None  None        None       0      4   2010       WD        Normal
## 1217   None  None        None       0      9   2009      New       Partial
## 1218   None  None        None       0      7   2006       WD        Normal
## 1219   None  None        None       0      4   2006       WD       Abnorml
## 1220   None  None        None       0     11   2006       WD       Abnorml
## 1221   None  None        None       0      8   2008       WD        Normal
## 1222   None  GdWo        None       0      1   2007       WD        Normal
## 1223   None MnPrv        None       0     10   2006       WD        Normal
## 1224   None  None        None       0      2   2008       WD        Normal
## 1225   None  MnWw        None       0      6   2007       WD        Normal
## 1226   None  None        None       0      1   2008       WD        Normal
## 1227   None  None        None       0     12   2008       WD        Normal
## 1228   None  None        None       0     10   2008      New       Partial
## 1229   None  GdWo        None       0      8   2008       WD        Normal
## 1230   None  None        Gar2    8300      8   2007       WD        Normal
## 1231   None  GdWo        None       0      5   2006       WD        Normal
## 1232   None  None        None       0      3   2007       WD        Normal
## 1233   None MnPrv        None       0      5   2010      COD       Abnorml
## 1234   None  None        None       0     11   2008       WD       Abnorml
## 1235   None  None        None       0      7   2006       WD        Normal
## 1236   None  None        None       0      6   2010       WD        Normal
## 1237   None  None        None       0      9   2006       WD        Normal
## 1238   None  None        None       0      3   2006       WD       Abnorml
## 1239   None  None        None       0     12   2007       WD        Normal
## 1240   None  None        None       0      7   2008       WD        Normal
## 1241   None  None        None       0      6   2007      New       Partial
## 1242   None MnPrv        None       0      1   2010       WD        Family
## 1243   None  None        None       0      9   2006      New       Partial
## 1244   None  None        None       0      6   2006       WD        Normal
## 1245   None  None        None       0      1   2007       WD       Abnorml
## 1246   None  None        None       0      3   2006      New       Partial
## 1247   None  None        None       0      5   2010       WD        Normal
## 1248   None  None        None       0      4   2008       WD        Normal
## 1249   None  None        None       0      5   2007       WD        Normal
##      SalePrice LotFrontage
## 1       208500        65.0
## 2       181500        80.0
## 3       223500        68.0
## 4       140000        60.0
## 5       250000        84.0
## 6       143000        85.0
## 7       307000        75.0
## 8       200000        80.0
## 9       129900        51.0
## 10      118000        50.0
## 11      129500        70.0
## 12      345000        85.0
## 13      144000        71.0
## 14      279500        91.0
## 15      157000        73.0
## 16      132000        51.0
## 17      149000        73.0
## 18       90000        72.0
## 19      159000        66.0
## 20      139000        70.0
## 21      325300       101.0
## 22      139400        57.0
## 23      230000        75.0
## 24      129900        44.0
## 25      154000        71.0
## 26      256300       110.0
## 27      134800        60.0
## 28      306000        98.0
## 29      207500        47.0
## 30       68500        60.0
## 31       40000        50.0
## 32      149350        71.0
## 33      179900        85.0
## 34      165500        70.0
## 35      277500        60.0
## 36      309000       108.0
## 37      145000       112.0
## 38      153000        74.0
## 39      109000        68.0
## 40       82000        65.0
## 41      160000        84.0
## 42      170000       115.0
## 43      144000        66.5
## 44      130250        70.0
## 45      141000        70.0
## 46      319900        61.0
## 47      239686        48.0
## 48      249700        84.0
## 49      113000        33.0
## 50      127000        66.0
## 51      177000        65.0
## 52      114500        52.0
## 53      110000       110.0
## 54      385000        68.0
## 55      130000        60.0
## 56      180500       100.0
## 57      172500        24.0
## 58      196500        89.0
## 59      438780        66.0
## 60      124900        60.0
## 61      158000        63.0
## 62      101000        60.0
## 63      202500        44.0
## 64      140000        50.0
## 65      219500        70.0
## 66      317000        76.0
## 67      180000        73.0
## 68      226000        72.0
## 69       80000        47.0
## 70      225000        81.0
## 71      244000        95.0
## 72      129500        69.0
## 73      185000        74.0
## 74      144900        85.0
## 75      107400        60.0
## 76       91000        21.0
## 77      135750        73.0
## 78      127000        50.0
## 79      136500        72.0
## 80      110000        60.0
## 81      193500       100.0
## 82      153500        32.0
## 83      245000        78.0
## 84      126500        80.0
## 85      168500        65.0
## 86      260000       121.0
## 87      174000       122.0
## 88      164500        40.0
## 89       85000       105.0
## 90      123600        60.0
## 91      109900        60.0
## 92       98600        85.0
## 93      163500        80.0
## 94      133900        60.0
## 95      204750        69.0
## 96      185000        65.0
## 97      214000        78.0
## 98       94750        73.0
## 99       83000        85.0
## 100     128950        77.0
## 101     205000        80.0
## 102     178000        77.0
## 103     118964        64.0
## 104     198900        94.0
## 105     169500        60.0
## 106     250000        75.0
## 107     100000        60.0
## 108     115000        50.0
## 109     115000        85.0
## 110     190000       105.0
## 111     136900        75.0
## 112     180000        65.0
## 113     383970        77.0
## 114     217000        74.0
## 115     259500        61.0
## 116     176000        34.0
## 117     139000        71.0
## 118     155000        74.0
## 119     320000        90.0
## 120     163990        65.0
## 121     180000        80.0
## 122     100000        50.0
## 123     136000        75.0
## 124     153900        55.0
## 125     181000        48.0
## 126      84500        60.0
## 127     128000        24.0
## 128      87000        55.0
## 129     155000        69.0
## 130     150000        69.0
## 131     226000        88.0
## 132     244000        65.0
## 133     150750        75.0
## 134     220000        85.0
## 135     180000        78.0
## 136     174000        80.0
## 137     143000        73.0
## 138     171000        82.0
## 139     230000        73.0
## 140     231500        65.0
## 141     115000        70.0
## 142     260000        78.0
## 143     166000        71.0
## 144     204000        78.0
## 145     125000        70.0
## 146     130000        24.0
## 147     105000        51.0
## 148     222500        65.0
## 149     141000        63.0
## 150     115000        52.0
## 151     122000       120.0
## 152     372402       107.0
## 153     190000        80.0
## 154     235000        80.0
## 155     125000        84.0
## 156      79000        60.0
## 157     109500        60.0
## 158     269500        92.0
## 159     254900       100.0
## 160     320000       134.0
## 161     162500        68.0
## 162     412500       110.0
## 163     220000        95.0
## 164     103200        55.0
## 165     152000        40.0
## 166     127500        62.0
## 167     190000        80.0
## 168     325624        86.0
## 169     183500        62.0
## 170     228000        85.0
## 171     128500        60.0
## 172     215000       141.0
## 173     239000        44.0
## 174     163000        80.0
## 175     184000        47.0
## 176     243000        84.0
## 177     211000        97.0
## 178     172500        71.0
## 179     501837        63.0
## 180     100000        60.0
## 181     177000        73.5
## 182     200100        54.0
## 183     120000        60.0
## 184     200000        63.0
## 185     127000        92.0
## 186     475000        90.0
## 187     173000        73.0
## 188     135000        60.0
## 189     153337        64.0
## 190     286000        41.0
## 191     315000        70.0
## 192     184000        73.0
## 193     192000        68.0
## 194     130000        24.0
## 195     127000        60.0
## 196     148500        24.0
## 197     311872        79.0
## 198     235000       174.0
## 199     104000        92.0
## 200     274900        76.0
## 201     140000        80.0
## 202     171500        75.0
## 203     112000        50.0
## 204     149000        70.0
## 205     110000        50.0
## 206     180500        99.0
## 207     143900        40.0
## 208     141000        73.0
## 209     277000        66.5
## 210     145000        75.0
## 211      98000        67.0
## 212     186000        83.0
## 213     252678        72.0
## 214     156000        43.0
## 215     161750        70.0
## 216     134450        72.0
## 217     210000        65.0
## 218     107000        57.0
## 219     311500        74.0
## 220     167240        43.0
## 221     204900        73.0
## 222     200000        65.0
## 223     179900        85.0
## 224      97000        70.0
## 225     386250       103.0
## 226     112000        21.0
## 227     290000        82.0
## 228     106000        21.0
## 229     125000        70.0
## 230     192500        43.0
## 231     148000        73.0
## 232     403000       174.0
## 233      94500        21.0
## 234     128200        75.0
## 235     216500        65.0
## 236      89500        21.0
## 237     185500        65.0
## 238     194500        66.5
## 239     318000        93.0
## 240     113000        52.0
## 241     262500        75.0
## 242     110500        40.0
## 243      79000        63.0
## 244     120000        75.0
## 245     205000        66.5
## 246     241500        80.0
## 247     137000        69.0
## 248     140000        75.0
## 249     180000        72.0
## 250     277000        80.0
## 251      76500        55.0
## 252     235000        44.0
## 253     173000        65.0
## 254     158000        85.0
## 255     145000        70.0
## 256     230000        66.0
## 257     207500        64.0
## 258     220000        68.0
## 259     231500        80.0
## 260      97000        70.0
## 261     176000       120.0
## 262     276000        69.0
## 263     151000        88.0
## 264     130000        50.0
## 265      73000        30.0
## 266     175500        78.0
## 267     185000        70.0
## 268     179500        60.0
## 269     120500        71.0
## 270     148000        64.5
## 271     266000        84.0
## 272     241500        73.0
## 273     290000        92.0
## 274     139000        80.0
## 275     124500        76.0
## 276     205000        55.0
## 277     201000       129.0
## 278     141000       140.0
## 279     415298       107.0
## 280     192000        83.0
## 281     228500        82.0
## 282     185000        60.0
## 283     207500        34.0
## 284     244600        74.0
## 285     179200        50.0
## 286     164700        35.0
## 287     159000        77.0
## 288      88000        73.0
## 289     122000        71.0
## 290     153575        60.0
## 291     233230       120.0
## 292     135900        55.0
## 293     131000        60.0
## 294     235000        80.0
## 295     167000        80.0
## 296     142500        37.0
## 297     152000        75.0
## 298     239000        66.0
## 299     175000        90.0
## 300     158500        80.0
## 301     157000        90.0
## 302     267000        66.0
## 303     205000       118.0
## 304     149900        70.0
## 305     295000        87.0
## 306     305900        80.0
## 307     225000       116.0
## 308      89500        60.0
## 309      82500        64.5
## 310     360000        90.0
## 311     165600        65.0
## 312     132000        50.0
## 313     119900        65.0
## 314     375000       150.0
## 315     178000        60.0
## 316     188500        71.0
## 317     260000        94.0
## 318     270000        75.0
## 319     260000        90.0
## 320     187500        80.0
## 321     342643       111.0
## 322     354000        99.0
## 323     301000        86.0
## 324     126175        49.0
## 325     242000        96.0
## 326      87000        50.0
## 327     324000        32.0
## 328     145250        80.0
## 329     214500        52.0
## 330      78000        60.0
## 331     119000        73.0
## 332     139000        70.0
## 333     284000        85.0
## 334     207000        59.0
## 335     192000        59.0
## 336     228950        85.0
## 337     377426        86.0
## 338     214000        70.0
## 339     202500        91.0
## 340     155000        66.0
## 341     202900        85.0
## 342      82000        60.0
## 343      87500        73.0
## 344     266000        63.0
## 345      85000        36.0
## 346     140200        65.0
## 347     151500        73.0
## 348     157500        73.0
## 349     154000        36.0
## 350     437154        56.0
## 351     318061        68.0
## 352     190000        80.0
## 353      95000        60.0
## 354     105900        60.0
## 355     140000        60.0
## 356     177500       105.0
## 357     173000        65.0
## 358     134000        44.0
## 359     130000        92.0
## 360     280000        78.0
## 361     156000        73.0
## 362     145000        52.0
## 363     198500        64.0
## 364     118000        21.0
## 365     190000        80.0
## 366     147000        59.0
## 367     159000        73.0
## 368     165000       101.0
## 369     132000        78.0
## 370     162000        73.0
## 371     172400        65.0
## 372     134432        80.0
## 373     125000        50.0
## 374     123000        79.0
## 375     219500        65.0
## 376      61000        64.5
## 377     148000        57.0
## 378     340000       102.0
## 379     394432        88.0
## 380     179000        60.0
## 381     127000        50.0
## 382     187750        60.0
## 383     213500        79.0
## 384      76000        60.0
## 385     240000        80.0
## 386     192000        43.0
## 387      81000        58.0
## 388     125000        72.0
## 389     191000        93.0
## 390     426000        96.0
## 391     119000        50.0
## 392     215000        71.0
## 393     106500        73.0
## 394     100000        52.0
## 395     109000        60.0
## 396     129000        68.0
## 397     123000        60.0
## 398     169500        69.0
## 399      67000        60.0
## 400     241000        65.0
## 401     245500        38.0
## 402     164990        65.0
## 403     108000        60.0
## 404     258000        93.0
## 405     168000        65.0
## 406     150000        71.0
## 407     115000        51.0
## 408     177000        63.0
## 409     280000       109.0
## 410     339750        85.0
## 411      60000        68.0
## 412     145000       100.0
## 413     222000        73.5
## 414     115000        56.0
## 415     228000        59.0
## 416     181134        73.0
## 417     149500        74.0
## 418     239000        86.0
## 419     126000        60.0
## 420     142000        65.0
## 421     206300        78.0
## 422     215000        80.0
## 423     113000       100.0
## 424     315000        80.0
## 425     139000        72.0
## 426     135000        60.0
## 427     275000        66.5
## 428     109008        77.0
## 429     195400        64.0
## 430     175000       130.0
## 431      85400        21.0
## 432      79900        60.0
## 433     122500        24.0
## 434     181000       100.0
## 435      81000        21.0
## 436     212000        43.0
## 437     116000        40.0
## 438     119000        50.0
## 439      90350        40.0
## 440     110000        67.0
## 441     555000       105.0
## 442     118000        92.0
## 443     162900        52.0
## 444     172500        53.0
## 445     210000        70.0
## 446     127500        73.0
## 447     190000       137.0
## 448     199900        65.0
## 449     119500        50.0
## 450     120000        50.0
## 451     110000        70.0
## 452     280000        62.0
## 453     204000        85.0
## 454     210000        75.0
## 455     188000        63.0
## 456     175500        80.0
## 457      98000        34.0
## 458     256000        80.0
## 459     161000        60.0
## 460     110000        52.0
## 461     263435        75.0
## 462     155000        60.0
## 463      62383        60.0
## 464     188700        74.0
## 465     124000        60.0
## 466     178740        43.0
## 467     167000        85.0
## 468     146500        79.0
## 469     250000        98.0
## 470     187000        76.0
## 471     212000        61.5
## 472     190000        92.0
## 473     148000        35.0
## 474     440000       110.0
## 475     251000        41.0
## 476     132500        80.0
## 477     208900        75.0
## 478     380000       105.0
## 479     297000        79.0
## 480      89471        50.0
## 481     326000        98.0
## 482     374000        72.0
## 483     155000        50.0
## 484     164000        32.0
## 485     132500        71.0
## 486     147000        80.0
## 487     156000        79.0
## 488     175000        70.0
## 489     160000        60.0
## 490      86000        21.0
## 491     115000        21.0
## 492     133000        79.0
## 493     172785       105.0
## 494     155000        70.0
## 495      91300        50.0
## 496      34900        60.0
## 497     430000        91.0
## 498     184000        60.0
## 499     130000        65.0
## 500     120000        70.0
## 501     113000        21.0
## 502     226700        75.0
## 503     140000        70.0
## 504     289000       100.0
## 505     147000        24.0
## 506     124500        60.0
## 507     215000        80.0
## 508     208300        75.0
## 509     161000        60.0
## 510     124500        80.0
## 511     164900        75.0
## 512     202665        40.0
## 513     129900        70.0
## 514     134000        71.0
## 515      96500        55.0
## 516     402861        94.0
## 517     158000        80.0
## 518     265000        79.0
## 519     211000        70.0
## 520     234000        53.0
## 521     106250        60.0
## 522     150000        90.0
## 523     159000        50.0
## 524     315750        95.0
## 525     176000        62.0
## 526     132000        70.0
## 527     446261        67.0
## 528      86000        58.0
## 529     200624        74.0
## 530     175000        85.0
## 531     128000        60.0
## 532     107500        60.0
## 533      39300        50.0
## 534     178000        74.0
## 535     107500        70.0
## 536     188000        57.0
## 537     111250        73.0
## 538     158000        71.0
## 539     272000        70.0
## 540     315000        85.0
## 541     248000        91.0
## 542     213250        78.0
## 543     133000        34.0
## 544     179665        58.0
## 545     229000        80.0
## 546     210000        70.0
## 547     129500        54.0
## 548     125000        49.0
## 549     263000        75.0
## 550     140000        53.0
## 551     112500        50.0
## 552     255500        87.0
## 553     108000        67.0
## 554     284000        85.0
## 555     113000        58.0
## 556     141000        69.0
## 557     108000        60.0
## 558     175000        57.0
## 559     234000        43.0
## 560     121500        71.0
## 561     170000        77.0
## 562     108000        63.0
## 563     185000        66.0
## 564     268000        91.0
## 565     128000        66.0
## 566     325000        77.0
## 567     214000        70.0
## 568     316600        79.0
## 569     135960        73.0
## 570     142600        74.0
## 571     120000        60.0
## 572     224500        83.0
## 573     170000        76.0
## 574     139000        70.0
## 575     118500        80.0
## 576     145000        52.0
## 577     164500        96.0
## 578     146000        34.0
## 579     131500        81.0
## 580     181900        73.0
## 581     253293        98.0
## 582     118500        81.0
## 583     325000        75.0
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## 587     137000        74.0
## 588     143000        65.0
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## 593     140000        70.0
## 594     110000        88.0
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## 597     194201        53.0
## 598     217500        80.0
## 599     151000        24.0
## 600     275000        74.0
## 601     141000        50.0
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## 603     151000        30.0
## 604     221000        88.0
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## 609     118500        61.0
## 610     313000        70.0
## 611     148000        80.0
## 612     261500        70.0
## 613     147000        70.0
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## 619     305000        85.0
## 620      67000        45.0
## 621     240000        90.0
## 622     135000        71.0
## 623     168500        73.5
## 624     165150        80.0
## 625     160000        87.0
## 626     139900        73.0
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## 629     168500        82.0
## 630     124000        50.0
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## 632      82500        85.0
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## 639     264561        53.0
## 640     274000        62.0
## 641     226000        73.5
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## 644     370878        85.0
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## 650     205950        65.0
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## 652     191000        70.0
## 653     135000        60.0
## 654     350000        91.0
## 655      88000        21.0
## 656     145500        72.0
## 657     149000        60.0
## 658      97500        78.0
## 659     167000        75.0
## 660     197900        80.0
## 661     402000        52.0
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## 1190    168000        73.0
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## 1194    158000        80.0
## 1195    176000        51.0
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## 1199    148000        75.0
## 1200    116050        71.0
## 1201    197900        80.0
## 1202    117000        50.0
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## 1204    153500        78.0
## 1205    271900        90.0
## 1206    107000        66.5
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## 1210    189000        70.0
## 1211    164000       152.0
## 1212    113000        50.0
## 1213    145000        71.0
## 1214    134500        69.0
## 1215    125000        99.0
## 1216    112000        68.0
## 1217    229456        72.0
## 1218     80500        52.0
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## 1220    115000        66.0
## 1221    134000        55.0
## 1222    143000        78.0
## 1223    137900        89.0
## 1224    184000        60.0
## 1225    145000        65.0
## 1226    214000        86.0
## 1227    147000        72.0
## 1228    367294        65.0
## 1229    127000        70.0
## 1230    190000        71.0
## 1231    132500        70.0
## 1232    101800        70.0
## 1233    142000        73.0
## 1234    130000        55.0
## 1235    138887        96.0
## 1236    175500        36.0
## 1237    195000        41.0
## 1238    142500        63.0
## 1239    265900        64.0
## 1240    224900        65.0
## 1241    248328        83.0
## 1242    170000        85.0
## 1243    465000       107.0
## 1244    230000        74.0
## 1245    178000        78.0
## 1246    186500        65.0
## 1247    169900        73.0
## 1248    129500        60.0
## 1249    119000        60.0
##  [ reached 'max' / getOption("max.print") -- omitted 209 rows ]

We will perform the same cleaning method for our test data set.

paste('Total Missing Value:', sum(is.na(test_dat)))
## [1] "Total Missing Value: 7000"
var_na <- colnames(test_dat)
df_na <- data.frame(var_na, sapply(test_dat, function(x) sum(is.na(x))))
colnames(df_na) <- c('parameter', 'na_count')
df_na <- filter(df_na, df_na[,2]>0)
df_na <- df_na[order(-df_na$na_count),]
df_na
##                 parameter na_count
## PoolQC             PoolQC     1456
## MiscFeature   MiscFeature     1408
## Alley               Alley     1352
## Fence               Fence     1169
## FireplaceQu   FireplaceQu      730
## LotFrontage   LotFrontage      227
## GarageYrBlt   GarageYrBlt       78
## GarageFinish GarageFinish       78
## GarageQual     GarageQual       78
## GarageCond     GarageCond       78
## GarageType     GarageType       76
## BsmtCond         BsmtCond       45
## BsmtQual         BsmtQual       44
## BsmtExposure BsmtExposure       44
## BsmtFinType1 BsmtFinType1       42
## BsmtFinType2 BsmtFinType2       42
## MasVnrType     MasVnrType       16
## MasVnrArea     MasVnrArea       15
## MSZoning         MSZoning        4
## Utilities       Utilities        2
## BsmtFullBath BsmtFullBath        2
## BsmtHalfBath BsmtHalfBath        2
## Functional     Functional        2
## Exterior1st   Exterior1st        1
## Exterior2nd   Exterior2nd        1
## BsmtFinSF1     BsmtFinSF1        1
## BsmtFinSF2     BsmtFinSF2        1
## BsmtUnfSF       BsmtUnfSF        1
## TotalBsmtSF   TotalBsmtSF        1
## KitchenQual   KitchenQual        1
## GarageCars     GarageCars        1
## GarageArea     GarageArea        1
## SaleType         SaleType        1
test_dat <- test_dat %>% 
  mutate(PoolQC = ifelse(is.na(PoolQC),'None',PoolQC),
         MiscFeature = ifelse(is.na(MiscFeature),'None',MiscFeature),
         Alley = ifelse(is.na(Alley),'None',Alley),
         Fence = ifelse(is.na(Fence),'None',Fence),
         FireplaceQu = ifelse(is.na(FireplaceQu),'None',FireplaceQu),
         GarageYrBlt = ifelse(is.na(GarageYrBlt),0,GarageYrBlt),
         GarageFinish = ifelse(is.na(GarageFinish),'None',GarageFinish),
         GarageQual = ifelse(is.na(GarageQual),'None',GarageQual),
         GarageCond = ifelse(is.na(GarageCond),'None',GarageCond),
         GarageType = ifelse(is.na(GarageType),'None',GarageType),
         BsmtExposure = ifelse(is.na(BsmtExposure),'None',BsmtExposure),
         BsmtFinType2 = ifelse(is.na(BsmtFinType2),'None',BsmtFinType2),
         BsmtQual = ifelse(is.na(BsmtQual),'None',BsmtQual),
         BsmtCond = ifelse(is.na(BsmtCond),'None',BsmtCond),
         BsmtFinType1 = ifelse(is.na(BsmtFinType1),'None',BsmtFinType1),
         MasVnrType = ifelse(is.na(MasVnrType),'None',MasVnrType),
         MasVnrArea = ifelse(is.na(MasVnrArea),0,MasVnrArea),
         MSZoning = ifelse(is.na(MSZoning),mode(test_dat$MSZoning),MSZoning),
         Utilities = ifelse(is.na(Utilities),'AllPub',Utilities), # We will assume the two missing values for utilities                                                                    are 'AllPub' since there are no other variations
         BsmtFullBath = ifelse(is.na(BsmtFullBath),0,BsmtFullBath),
         BsmtHalfBath = ifelse(is.na(BsmtHalfBath),0,BsmtHalfBath),
         Functional = ifelse(is.na(Functional),mode(test_dat$Functional),Functional),
         Exterior1st = ifelse(is.na(Exterior1st),mode(test_dat$Exterior1st),Exterior1st),
         Exterior2nd = ifelse(is.na(Exterior2nd),mode(test_dat$Exterior2nd),Exterior2nd),
         BsmtFinSF1 = ifelse(is.na(BsmtFinSF1),0,BsmtFinSF1),
         BsmtFinSF2 = ifelse(is.na(BsmtFinSF2),0,BsmtFinSF2),
         BsmtUnfSF = ifelse(is.na(BsmtUnfSF),0,BsmtUnfSF),
         TotalBsmtSF = ifelse(is.na(TotalBsmtSF),0,TotalBsmtSF),
         KitchenQual = ifelse(is.na(KitchenQual),mode(test_dat$KitchenQual),KitchenQual),
         GarageCars = ifelse(is.na(GarageCars),0,GarageCars),
         GarageArea = ifelse(is.na(GarageArea),0,GarageArea),
         SaleType = ifelse(is.na(SaleType),mode(test_dat$SaleType),SaleType)
         )
# First we will create a temporary dataframe that removes all null vales in the 'LotFrontage' column in test set
LotFrontage_subset <- test_dat[,c('LotFrontage')]
temp <- test_dat[complete.cases(LotFrontage_subset),]
temp
##      MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour
## 1            20       RH          80   11622   Pave  None      Reg         Lvl
## 2            20       RL          81   14267   Pave  None      IR1         Lvl
## 3            60       RL          74   13830   Pave  None      IR1         Lvl
## 4            60       RL          78    9978   Pave  None      IR1         Lvl
## 5           120       RL          43    5005   Pave  None      IR1         HLS
## 6            60       RL          75   10000   Pave  None      IR1         Lvl
## 8            60       RL          63    8402   Pave  None      IR1         Lvl
## 9            20       RL          85   10176   Pave  None      Reg         Lvl
## 10           20       RL          70    8400   Pave  None      Reg         Lvl
## 11          120       RH          26    5858   Pave  None      IR1         Lvl
## 12          160       RM          21    1680   Pave  None      Reg         Lvl
## 13          160       RM          21    1680   Pave  None      Reg         Lvl
## 14          160       RL          24    2280   Pave  None      Reg         Lvl
## 15          120       RL          24    2280   Pave  None      Reg         Lvl
## 16           60       RL         102   12858   Pave  None      IR1         Lvl
## 17           20       RL          94   12883   Pave  None      IR1         Lvl
## 18           20       RL          90   11520   Pave  None      Reg         Lvl
## 19           20       RL          79   14122   Pave  None      IR1         Lvl
## 20           20       RL         110   14300   Pave  None      Reg         HLS
## 21           60       RL         105   13650   Pave  None      Reg         Lvl
## 22          120       RL          41    7132   Pave  None      IR1         Lvl
## 23           20       RL         100   18494   Pave  None      IR1         Lvl
## 24          120       RL          43    3203   Pave  None      Reg         Lvl
## 25           80       RL          67   13300   Pave  None      IR1         Lvl
## 26           60       RL          63    8577   Pave  None      IR1         Lvl
## 27           60       RL          60   17433   Pave  None      IR2         Lvl
## 28           20       RL          73    8987   Pave  None      Reg         Lvl
## 29           20       FV          92    9215   Pave  None      Reg         Lvl
## 30           20       FV          84   10440   Pave  None      Reg         Lvl
## 31           60       RL          70   11920   Pave  None      Reg         Lvl
## 32           30       RH          70    9800   Pave  None      Reg         Lvl
## 33           20       RL          39   15410   Pave  None      IR1         Lvl
## 34           60       RL          85   13143   Pave  None      IR1         Lvl
## 35           60       RL          88   11134   Pave  None      Reg         Lvl
## 36          120       FV          25    4835   Pave  None      IR1         Lvl
## 37          160       FV          39    3515   Pave  Pave      Reg         Lvl
## 38          160       FV          30    3215   Pave  Pave      Reg         Lvl
## 39          160       FV          24    2544   Pave  Pave      Reg         Lvl
## 40          160       FV          24    2544   Pave  Pave      Reg         Lvl
## 43           20       FV          57   12853   Pave  Pave      IR1         Lvl
## 44           60       FV          68    7379   Pave  None      IR1         Lvl
## 45           20       FV          80    8000   Pave  None      Reg         Lvl
## 47           60       RL          80   10791   Pave  None      Reg         Lvl
## 49           60       RL          80    9600   Pave  None      Reg         Lvl
## 50           20       RL          80    9600   Pave  None      Reg         Lvl
## 51           20       RL          90    9900   Pave  None      Reg         Lvl
## 52           20       RL          88    9680   Pave  None      Reg         Lvl
## 54           90       RL          98   13260   Pave  None      IR1         Lvl
## 55           50       RL          68    9724   Pave  None      Reg         Lvl
## 56           50       RL         120   17360   Pave  None      Reg         Lvl
## 57           85       RL          75   11380   Pave  None      IR1         Lvl
## 58           90       RL          70    8267   Pave  None      Reg         Lvl
## 59           20       RL          70    8197   Pave  None      Reg         Lvl
## 61           20       RL          87   10725   Pave  None      IR1         Lvl
## 62           20       RL          80   10032   Pave  None      Reg         Lvl
## 63           50       RL          60    8382   Pave  None      Reg         Lvl
## 64           20       RL          60   10950   Pave  None      Reg         Lvl
## 65           20       RL         119   10895   Pave  None      Reg         Lvl
## 66          190       RL          70   13587   Pave  None      Reg         Lvl
## 67           30       RL          65    7898   Pave  None      Reg         Lvl
## 68           50       RL          60    8064   Pave  None      Reg         Lvl
## 69           20       RL          81    7635   Pave  None      IR1         Lvl
## 70           20       RL          80    9760   Pave  None      Reg         Lvl
## 71           50       RM          60    4800   Pave  None      Reg         Lvl
## 72           30       RM          56    4485   Pave  Grvl      Reg         Lvl
## 73           20       RM          69    5805   Pave  Grvl      Reg         Bnk
## 74           45       RM          50    6900   Pave  None      Reg         Lvl
## 75           50       RM          69   11851   Pave  None      Reg         Lvl
## 77           30       RM          68    9656   Pave  None      Reg         Lvl
## 78           70       RM          60    9600   Pave  Grvl      Reg         Lvl
## 79           70       RM          50    9000   Pave  Grvl      Reg         Lvl
## 80          190       RM         100    9045   Pave  None      Reg         Lvl
## 81           70       RM          60   10560   Pave  None      Reg         Lvl
## 82           50       RM          53    5830   Pave  None      Reg         Lvl
## 84           30       RM          50    5000   Pave  None      Reg         Lvl
## 85           50       RM          50    6000   Pave  None      Reg         Lvl
## 86           50       RM          50    6000   Pave  None      Reg         Lvl
## 87           50       RM          53    6360   Pave  None      Reg         Lvl
## 88           50       RM          50    6000   Pave  None      Reg         Lvl
## 89           50       RM          52    6240   Pave  None      Reg         Lvl
## 90           50       RM          52    6240   Pave  None      Reg         Lvl
## 91           30       RM          51    6120   Pave  None      Reg         Lvl
## 92           50       RM          57    8094   Pave  Grvl      Reg         Lvl
## 93           70       RM          60   12900   Pave  Grvl      Reg         Lvl
## 94           70       RM          52    3068   Pave  Grvl      Reg         Lvl
## 95           20       RL         100   15263   Pave  None      IR1         Lvl
## 96           50       RL          72   10632   Pave  None      IR1         Lvl
## 97          190       RL          60    9900   Pave  None      Reg         Lvl
## 98           50       RL          65    6001   Pave  None      IR1         Bnk
## 100         190       RH          60    6048   Pave  None      Reg         Lvl
## 101          90       RL          72   10773   Pave  None      Reg         Lvl
## 102          20       RL          65    7800   Pave  None      Reg         Lvl
## 103          20       RL          65    7832   Pave  None      Reg         Lvl
## 105          60       RL          86   11227   Pave  None      Reg         Lvl
## 107          30       RL          94    9259   Pave  None      Reg         Lvl
## 109          50       RL         124   18600   Pave  None      Reg         Lvl
## 110          20       RL          65   11479   Pave  None      Reg         Lvl
## 111          50       RL          50    9350   Pave  None      Reg         Bnk
## 112          20       RL          75    9525   Pave  None      Reg         Lvl
## 113          20       RL          44   17485   Pave  None      IR2         Lvl
## 115          20       RL          83   11980   Pave  None      Reg         Low
## 116          60       RL          87   12361   Pave  None      IR1         Lvl
## 117          20       RL          64    7360   Pave  None      Reg         Lvl
## 118          50       RL          82   14235   Pave  None      IR1         Lvl
## 119          85       RL          82   11105   Pave  None      Reg         Lvl
## 121          20       RL          38   15240   Pave  None      IR1         Lvl
## 122          20       RL          68    7480   Pave  None      Reg         Lvl
## 123          20       RL          80   10389   Pave  None      Reg         Lvl
## 124          60       RL          75    9375   Pave  None      Reg         Lvl
## 126          30       RL          67    8777   Pave  None      Reg         Lvl
## 127          20       RL          68    8842   Pave  None      Reg         Lvl
## 128          20       RL          60   10044   Pave  None      IR1         Low
## 129          50       RL          89   11792   Pave  None      Reg         Lvl
## 130          80       RL          65    6305   Pave  None      Reg         Lvl
## 131          20       RL          64    6410   Pave  None      Reg         HLS
## 132          30       RL          67    4853   Pave  None      Reg         Bnk
## 134          90       RH          60    7200   Pave  Pave      Reg         Lvl
## 135          50       RL          51    9839   Pave  None      Reg         Lvl
## 136          50       RL          78   10452   Pave  None      IR1         Lvl
## 137          90       RL          78   15600   Pave  None      Reg         Lvl
## 138          80       RL          85   19645   Pave  None      IR1         Lvl
## 139         120       RM          35    3907   Pave  None      IR1         HLS
## 140         120       RM          35    3907   Pave  None      IR1         HLS
## 141          30       RM          58    8154   Pave  None      Reg         Lvl
## 142          50       RM          50    9140   Pave  None      Reg         HLS
## 143          30  C (all)          66    8712   Grvl  None      Reg         Lvl
## 144         120       RM          44    3811   Pave  None      IR1         HLS
## 145          60       RL          85   11050   Pave  None      Reg         Lvl
## 146          80       RL          74    9620   Pave  None      Reg         Lvl
## 148          20       RL          88   11896   Pave  None      IR1         Lvl
## 149          20       RL          73    9803   Pave  None      Reg         Lvl
## 150          60       RL          73    9802   Pave  None      Reg         Lvl
## 151          20       RL          85   15300   Pave  None      Reg         Bnk
## 152          20       RL          93   10114   Pave  None      Reg         Lvl
## 154         120       RM          31    2394   Pave  None      Reg         Low
## 155         160       RM          21    1476   Pave  None      Reg         Lvl
## 156         160       RM          21    1900   Pave  None      Reg         Lvl
## 157         160       RM          21    1890   Pave  None      Reg         Lvl
## 158          20       RL          50    6953   Pave  None      Reg         Lvl
## 159          20       RL          76   12887   Pave  None      Reg         Lvl
## 160          90       RL          70    7700   Pave  None      Reg         Lvl
## 161          60       RL          63   10475   Pave  None      Reg         Lvl
## 162          50       RL          68   10544   Pave  None      IR1         Lvl
## 163          20       RL          76    9892   Pave  None      Reg         Lvl
## 164          60       RL          74   12961   Pave  None      Reg         Lvl
## 165          20       RL          74   13008   Pave  None      IR1         Lvl
## 166          20       RL          85   10200   Pave  None      Reg         Lvl
## 167          60       RL          88   10179   Pave  None      IR1         Lvl
## 169          80       RL          60    8400   Pave  None      Reg         Lvl
## 170         120       RL          28    7296   Pave  None      IR1         Lvl
## 171         120       RL          61    7380   Pave  None      IR1         Lvl
## 172         120       RL          57    8013   Pave  None      IR1         Lvl
## 173          80       RL          57    8923   Pave  None      IR1         Lvl
## 174          60       RL          60    7500   Pave  None      Reg         Lvl
## 176          20       RL          58    7250   Pave  None      Reg         Lvl
## 177          60       RL          85   11900   Pave  None      Reg         Lvl
## 179          20       RL          80   10928   Pave  None      Reg         Lvl
## 181          20       RL          80   11088   Pave  None      Reg         Lvl
## 182          60       FV          70    7000   Pave  None      Reg         Lvl
## 186          20       RL          78   10140   Pave  None      Reg         Lvl
## 187          20       RL          85   11050   Pave  None      IR1         Lvl
## 190          20       RL          60    7038   Pave  None      Reg         Lvl
## 191          20       RL          60    9000   Pave  None      Reg         Lvl
## 192         160       RM          21    1680   Pave  None      Reg         Lvl
## 193         160       RM          21    1680   Pave  None      Reg         Lvl
## 194         160       RL          24    2308   Pave  None      Reg         Lvl
## 195         120       RL          24    2280   Pave  None      Reg         Lvl
## 196         160       RL          24    2349   Pave  None      Reg         Lvl
## 197         160       RL          24    2364   Pave  None      Reg         Lvl
## 198         160       RL          24    2364   Pave  None      Reg         Lvl
## 199         120       RL          24    2104   Pave  None      Reg         Lvl
## 201          60       RL         110   14257   Pave  None      Reg         Lvl
## 202          60       RL          95   12350   Pave  None      Reg         Lvl
## 203          20       RL          95   12350   Pave  None      Reg         Lvl
## 204          20       RL         105   13693   Pave  None      Reg         Lvl
## 205          20       RL          95   11578   Pave  None      Reg         Lvl
## 206          20       RL         129   16870   Pave  None      IR1         Lvl
## 207          60       RL          59   23303   Pave  None      IR3         Lvl
## 208          20       RL          87   10367   Pave  None      IR1         Lvl
## 209          20       RL          77   10872   Pave  None      IR1         Lvl
## 210          20       RL         102   13514   Pave  None      IR1         Lvl
## 211          20       RL          90   12878   Pave  None      IR1         Lvl
## 212          20       RL         110   15274   Pave  None      IR1         Lvl
## 213          60       RL          96   13262   Pave  None      IR1         Lvl
## 214          20       RL          70    9658   Pave  None      IR1         Lvl
## 215         120       RL          47    6904   Pave  None      IR1         Lvl
## 216         120       RL          34    5122   Pave  None      IR1         Lvl
## 217         120       RL          80   10307   Pave  None      IR1         Lvl
## 218          20       RL         100   14836   Pave  None      IR1         HLS
## 219          20       RL         117   15262   Pave  None      IR1         Lvl
## 220         120       RL          44    7390   Pave  None      IR1         Lvl
## 221         120       RL          48    6472   Pave  None      Reg         Lvl
## 222          20       RL         129   16770   Pave  None      Reg         Lvl
## 223         120       RL          48    3480   Pave  None      Reg         Lvl
## 224          60       RL          63   10928   Pave  None      Reg         Lvl
## 225          60       RL          57    8918   Pave  None      IR1         Lvl
## 226         120       RL          43    3182   Pave  None      Reg         Lvl
## 227          80       RL          59    9434   Pave  None      IR1         Lvl
## 228          60       RL          62    7984   Pave  None      IR1         Lvl
## 229          60       RL          61   10125   Pave  None      IR1         Lvl
## 233          80       RL          61    9734   Pave  None      IR1         Lvl
## 234          60       RL          42    8433   Pave  None      IR1         Lvl
## 235          80       RL          62    7750   Pave  None      Reg         Lvl
## 237          80       RL          64    7848   Pave  None      IR1         Lvl
## 238          60       RL         106   12720   Pave  None      Reg         Lvl
## 240          60       RL          79    9085   Pave  None      Reg         Lvl
## 242          20       RL          86   11194   Pave  None      IR1         Lvl
## 243          20       RL          78   10206   Pave  None      Reg         Lvl
## 244          20       RL          85   10130   Pave  None      Reg         Lvl
## 245          20       RL          76    9139   Pave  None      IR1         Lvl
## 246          20       RL          85   11128   Pave  None      Reg         Lvl
## 247          20       FV          90    7993   Pave  None      IR1         Lvl
## 248          20       FV          72    8640   Pave  None      Reg         Lvl
## 249          20       FV         112   12606   Pave  None      IR1         Lvl
## 250          20       FV          75    7500   Pave  None      Reg         Lvl
## 251          60       FV          84   10603   Pave  None      Reg         Lvl
## 252          20       FV          65    8125   Pave  None      Reg         Lvl
## 253          20       FV          85   10625   Pave  None      Reg         Lvl
## 254          20       FV          68    8736   Pave  None      IR1         Lvl
## 255          60       FV          65    8127   Pave  None      IR1         Lvl
## 256          20       RL          80    9605   Pave  None      Reg         Lvl
## 257          20       RL          63    7500   Pave  None      Reg         Lvl
## 258          20       RL          63    7500   Pave  None      Reg         Lvl
## 259          60       RL          96   10628   Pave  None      IR1         Lvl
## 260          20       RL          76   10141   Pave  None      IR1         Lvl
## 261          20       RL          63   13072   Pave  None      Reg         Lvl
## 262          20       RL          63   13072   Pave  None      Reg         Lvl
## 263          20       RL          60   12450   Pave  None      Reg         Lvl
## 264          20       RL          61    7328   Pave  None      Reg         Lvl
## 265          60       RL          43   11492   Pave  None      IR1         Lvl
## 266          60       RL          70    7703   Pave  None      Reg         Lvl
## 267         120       RL          50    7175   Pave  None      Reg         Lvl
## 268          60       RL          70    9109   Pave  None      Reg         Lvl
## 270          90       RL          75    8250   Pave  None      Reg         Lvl
## 271          20       RL          63    9750   Pave  None      IR1         Lvl
## 276          20       RL          65    7150   Pave  None      Reg         Lvl
## 279         160       FV          32    2880   Pave  Pave      Reg         Lvl
## 282         160       FV          34    2998   Pave  None      Reg         Lvl
## 283         160       FV          35    3768   Pave  None      Reg         Lvl
## 285          20       RL         110   15417   Pave  None      Reg         Lvl
## 286          80       RL          80    9600   Pave  None      Reg         Low
## 288          60       RL          80   10400   Pave  None      Reg         Lvl
## 289          20       RL          80    9600   Pave  None      Reg         Lvl
## 290          20       RL          75    9000   Pave  None      Reg         Lvl
## 292          20       RL          62    7130   Pave  None      Reg         Lvl
## 293          20       RL          80    9600   Pave  None      Reg         Lvl
## 294          60       RL          80    9600   Pave  None      Reg         Lvl
## 296          20       RL          60    7436   Pave  None      Reg         Lvl
## 297          20       RL          65    8125   Pave  None      Reg         Lvl
## 300          20       RL          85    9350   Pave  None      Reg         Lvl
## 301          20       RL         115   10500   Pave  None      IR1         Lvl
## 303          80       RL          85   11475   Pave  None      Reg         Lvl
## 304          20       RL          68    9768   Pave  None      Reg         Lvl
## 305          20       RL          90    9900   Pave  None      Reg         Lvl
## 306          20       RL          92   10573   Pave  None      IR1         Lvl
## 307          20       RL          80   14695   Pave  None      IR1         Lvl
## 308          20       RL          73    8760   Pave  None      Reg         Lvl
## 310          20       RL          66    9240   Pave  None      IR1         Lvl
## 311          20       RL          70    8750   Pave  None      Reg         Lvl
## 312          20       RL          70    8750   Pave  None      Reg         Lvl
## 313          20       RL          80   10400   Pave  None      Reg         Lvl
## 314          90       RL          76    9482   Pave  None      Reg         Lvl
## 315          20       RL          53    8128   Pave  None      IR1         Lvl
## 316          20       RL          67   13070   Pave  None      Reg         Lvl
## 317          30       RL          80    8480   Pave  None      Reg         Lvl
## 318          20       RL          60    7626   Pave  None      Reg         Lvl
## 319          20       RL          75    9533   Pave  None      Reg         Lvl
## 320          60       RL          78   11419   Pave  None      Reg         Lvl
## 321          20       RL          60    9600   Pave  None      Reg         Lvl
## 322          20       RL          53    5470   Pave  None      Reg         Lvl
## 323          60       RL          60   10800   Pave  None      Reg         Lvl
## 324          70       RL          80    8146   Pave  None      Reg         Lvl
## 325          30       RL          60   10230   Pave  Grvl      Reg         Lvl
## 326          50       RL          60   10410   Pave  Grvl      Reg         Lvl
## 327          70       RL          60    7200   Pave  None      Reg         Lvl
## 328          30       RL          90    5400   Pave  None      Reg         Lvl
## 329          30       RL          60   10800   Pave  Grvl      Reg         Lvl
## 330          30       RL          60   10800   Pave  Grvl      Reg         Lvl
## 331          90       RL          81    9671   Pave  None      Reg         Lvl
## 332          20       RL          83   10143   Pave  None      Reg         Lvl
## 333          20       RL          77   11500   Pave  None      IR1         Lvl
## 334          20       RL          62    8010   Pave  None      Reg         Lvl
## 335          20       RL          90   10454   Pave  None      IR1         Lvl
## 336          20       RL          80    9000   Pave  None      IR1         HLS
## 337          50       RL          60    8064   Pave  None      Reg         Lvl
## 338          20       RL          71    7350   Pave  None      Reg         Lvl
## 339          20       RL          60    7200   Pave  None      Reg         Lvl
## 340          80       RL          80    8000   Pave  None      Reg         Lvl
## 341          50       RL          60   10800   Pave  None      Reg         Lvl
## 342          50       RL          60    8064   Pave  None      Reg         Lvl
## 343          60       RL          76    7570   Pave  None      Reg         Lvl
## 344          90       RL          75    8604   Pave  None      IR1         Lvl
## 345          20       RL          80    7936   Pave  None      Reg         Lvl
## 346          50       RM          68    4080   Pave  Grvl      Reg         Lvl
## 347          90       RM          57   10307   Pave  Grvl      Reg         Lvl
## 348          50       RM          90   15660   Pave  None      Reg         Lvl
## 349          70       RM          90    9900   Pave  None      Reg         Lvl
## 350          70       RM          57    6406   Pave  Grvl      Reg         Lvl
## 351         190       RM          63    7627   Pave  None      Reg         Lvl
## 352          50       RM          56   10134   Pave  Grvl      Reg         Lvl
## 353          50       RM          50    6000   Pave  None      Reg         Lvl
## 354          30       RM          62    7404   Pave  None      Reg         Lvl
## 355          30       RM          50    5925   Pave  None      Reg         Lvl
## 356          30       RM          60    8520   Pave  None      Reg         Lvl
## 357          70       RM          60    9600   Pave  None      Reg         Lvl
## 358          70       RM          70    8400   Pave  None      Reg         Lvl
## 359          70       RM          60    3600   Pave  Grvl      Reg         Lvl
## 361          50       RM          60    5400   Pave  None      Reg         Lvl
## 362          70       RM          60    9720   Pave  Grvl      Reg         Lvl
## 363          30  C (all)          72    9392   Pave  None      Reg         Lvl
## 365          70       RL          50    4960   Pave  None      Reg         Lvl
## 366          50       RM          60    6000   Pave  None      Reg         Lvl
## 367          30       RM          51    6120   Pave  None      Reg         Lvl
## 368          50       RM          51    6120   Pave  None      Reg         Lvl
## 369          30       RM          50    8635   Pave  None      Reg         Lvl
## 370          70       RM          57    8094   Pave  Grvl      Reg         Lvl
## 371          70       RM          68    9928   Pave  Grvl      Reg         Lvl
## 372          90       RM          50    3000   Pave  Grvl      Reg         Bnk
## 373          70       RM          57    6876   Pave  None      Reg         Lvl
## 375         190       RM          41    5852   Pave  None      IR3         Bnk
## 376          50       RM          60    5160   Pave  None      Reg         Lvl
## 377          85       RM          86    5160   Pave  Grvl      Reg         Lvl
## 378         190       RM          60   10320   Pave  Grvl      Reg         Bnk
## 379          20       RL          50    4280   Pave  None      IR1         Lvl
## 380          90       RL          60   10800   Pave  None      Reg         Lvl
## 382          50       RL          60    9780   Pave  None      Reg         Lvl
## 383          20       RL          75   11625   Pave  None      Reg         Lvl
## 385          80       RL          88   15400   Pave  None      Reg         Lvl
## 386          80       RL          88   15312   Pave  None      Reg         Lvl
## 390          20       RL          68    9571   Pave  None      Reg         Lvl
## 391          60       RL          50    9350   Pave  None      Reg         Bnk
## 392          20       RL          62    7440   Pave  None      Reg         Lvl
## 393         120       RL          42    4235   Pave  None      Reg         Lvl
## 394          80       RL          74   10778   Pave  None      IR1         Lvl
## 395          80       RL          66   19255   Pave  None      IR1         Lvl
## 396          60       RL          85   10560   Pave  None      Reg         Lvl
## 397          70       RL         120   26400   Pave  None      Reg         Bnk
## 398          90       RL          64    7018   Pave  None      Reg         Lvl
## 399          90       RL          64    7018   Pave  None      Reg         Bnk
## 400          90       RL          64    7040   Pave  None      Reg         Lvl
## 401          90       RL          64    7007   Pave  None      Reg         Bnk
## 405          20       RL          84   10933   Pave  None      Reg         Lvl
## 406          20       RL          65   10816   Pave  None      IR1         Lvl
## 407          20       RL          71    9178   Pave  None      Reg         Lvl
## 408          20       RL          77   11422   Pave  None      IR1         Lvl
## 409          20       RL          64    6762   Pave  None      Reg         Lvl
## 410          20       RL          95   10324   Pave  None      IR1         Lvl
## 411          20       RL          78   11645   Pave  None      Reg         Lvl
## 412          60       RL          79   11646   Pave  None      IR1         Lvl
## 414          20       RL          65    9757   Pave  None      Reg         Low
## 415          20       RL          65   14753   Pave  None      IR2         Low
## 416          60       RL          70    8750   Pave  None      Reg         Lvl
## 417          20       RL          65   10739   Pave  None      IR1         Lvl
## 418          20       RL          75   11166   Pave  None      Reg         Lvl
## 420          20       RL          76    6950   Pave  None      IR1         Lvl
## 421          20       RL          90   11664   Pave  None      Reg         Lvl
## 423          60       RL          70    8749   Pave  None      Reg         Lvl
## 425          20       RL          90   15750   Pave  None      Reg         Lvl
## 427          20       RL          70    8750   Pave  None      Reg         Lvl
## 428          20       RL          85   10200   Pave  None      Reg         Lvl
## 429          60       RL          85   11069   Pave  None      Reg         Lvl
## 430          20       RL          80   10682   Pave  None      Reg         Lvl
## 431         180       RM          35    3675   Pave  None      Reg         Lvl
## 432          20       RL          64    6410   Pave  None      Reg         HLS
## 433          20       RL          70   11767   Pave  None      Reg         Lvl
## 434          90       RL          65   10926   Pave  None      Reg         Lvl
## 435          20       RL          70   11767   Pave  None      Reg         Lvl
## 436          50       RL          45    8212   Pave  Grvl      Reg         Lvl
## 437          50       RH          70    6300   Pave  Pave      Reg         Lvl
## 438          70       RL          43    5707   Pave  None      Reg         Bnk
## 439          30       RL          64    8574   Pave  None      Reg         Lvl
## 440          70       RL          53    7155   Pave  None      Reg         Lvl
## 441          50       RL          60   13680   Pave  None      Reg         HLS
## 442          20       RL          80   14680   Pave  Grvl      IR1         HLS
## 444          20       RL          70    9100   Pave  None      Reg         Lvl
## 445          20       RL          90   13339   Pave  None      IR1         Lvl
## 446          50       RL          78   15600   Pave  None      Reg         Bnk
## 447          20       RL         100   17500   Pave  None      Reg         Bnk
## 448         160       RM          24    1733   Pave  None      Reg         Lvl
## 449         160       RM          24    1488   Pave  None      Reg         Lvl
## 450         160       RM          24    1612   Pave  None      Reg         Lvl
## 453          70       RM          50    8660   Pave  None      Reg         Bnk
## 454          30  C (all)          60   10200   Pave  Grvl      Reg         Lvl
## 455         120       RM          44    3843   Pave  None      IR1         HLS
## 456          30       RL         109   21780   Grvl  None      Reg         Lvl
## 457          60       RL          75   10125   Pave  None      Reg         Lvl
## 458          85       RL          75    9750   Pave  None      Reg         Lvl
## 459          85       RL          72    9360   Pave  None      Reg         Bnk
## 460          20       RL          82   11070   Pave  None      Reg         Lvl
## 461          20       RL         113   13438   Pave  None      IR1         HLS
## 462          20       RL          79   14463   Pave  None      IR1         HLS
## 464          80       RL         125   14419   Pave  None      IR1         Lvl
## 465          60       RL          75    9157   Pave  None      IR1         Lvl
## 466          20       RL          85   12633   Pave  None      IR1         HLS
## 467          20       RL          75   12518   Pave  None      IR1         Lvl
## 468          20       RL          83   13383   Pave  None      IR1         Lvl
## 469          85       RL          50    7689   Pave  None      IR1         Lvl
## 470          80       RL          62    7706   Pave  None      Reg         Lvl
## 471          85       RL          70    7669   Pave  None      Reg         Lvl
## 472          60       RL          62   10429   Pave  None      Reg         Lvl
## 473          60       RL          70   10457   Pave  None      IR1         Lvl
## 474          60       RL          72    8702   Pave  None      IR1         Lvl
## 475          60       RL          65    8139   Pave  None      Reg         Lvl
## 476          60       RL          59    9535   Pave  None      IR1         Lvl
## 478          20       RL          53   14137   Pave  None      IR1         Lvl
## 479         120       RL          45    6264   Pave  None      IR1         Lvl
## 480         120       RL          39    5070   Pave  None      IR1         HLS
## 481          60       RL          73   11184   Pave  None      IR1         Lvl
## 483         120       RL          65    5950   Pave  None      IR1         HLS
## 484          60       RL         101   13543   Pave  None      IR1         HLS
## 485          20       RL          53   15401   Pave  None      IR1         HLS
## 487         120       RL          60    8118   Pave  None      Reg         HLS
## 489          20       RL          63   12680   Pave  None      IR1         Lvl
## 491          20       RL          56   18559   Pave  None      IR1         Lvl
## 492          20       RL          85   14450   Pave  None      Reg         Lvl
## 493          20       RL          90   13068   Pave  None      Reg         Lvl
## 494          60       RL          80   10400   Pave  None      Reg         Lvl
## 495          60       RL          75    9743   Pave  None      Reg         Lvl
## 497          20       RL          80   10400   Pave  None      Reg         Lvl
## 499          90       RL          60    9000   Pave  None      Reg         Lvl
## 500          20       RL          68   10295   Pave  None      Reg         Lvl
## 501          20       RL          63    7560   Pave  None      Reg         Lvl
## 502         160       RM          21    1680   Pave  None      Reg         Lvl
## 503         160       RM          21    1890   Pave  None      Reg         Lvl
## 504         160       RM          21    1680   Pave  None      Reg         Lvl
## 505         160       RL          24    2308   Pave  None      Reg         Lvl
## 506         120       RL          24    2529   Pave  None      Reg         Lvl
## 507          20       RL          98   12704   Pave  None      Reg         Lvl
## 508          20       RL         105   13693   Pave  None      Reg         Lvl
## 509          20       RL         104   14418   Pave  None      IR1         Lvl
## 510          60       RL         108   13418   Pave  None      Reg         Lvl
## 511          60       RL          96   12539   Pave  None      Reg         Lvl
## 512          60       RL         102   12151   Pave  None      IR1         Lvl
## 513          60       RL          74    8899   Pave  None      Reg         Lvl
## 514          60       RL          85   10574   Pave  None      IR1         Lvl
## 515          20       RL         106   12720   Pave  None      Reg         HLS
## 516          20       RL          92   10845   Pave  None      IR1         Lvl
## 517          60       RL         130   16900   Pave  None      Reg         Lvl
## 518          60       RL         112   16451   Pave  None      IR1         Lvl
## 519         120       RL          58   10110   Pave  None      IR1         Lvl
## 520         120       RL         135   12304   Pave  None      IR3         Lvl
## 521         120       RL          89    8232   Pave  None      IR1         Lvl
## 522         120       RL          48    6240   Pave  None      Reg         Lvl
## 523         120       RL          48    6240   Pave  None      Reg         Lvl
## 524         160       RL          36    2448   Pave  None      Reg         Lvl
## 527          20       RL          53    3710   Pave  None      Reg         Lvl
## 528          60       RL          80    9024   Pave  None      IR1         Lvl
## 531         120       RL          55    7301   Pave  None      IR1         Lvl
## 532          60       RL          71    8220   Pave  None      IR1         Lvl
## 534          60       RL          41   12460   Pave  None      IR1         Lvl
## 535          60       RL          77    8390   Pave  None      IR1         Lvl
## 536          75       RL          84    9660   Pave  None      Reg         Lvl
## 538          20       RL         136   11675   Pave  None      IR1         Lvl
## 539          60       RL          97   10990   Pave  None      IR1         Lvl
## 541          60       RL          91   10010   Pave  None      Reg         Lvl
## 542          20       RL          74   13253   Pave  None      IR1         Lvl
## 543          60       RL          73    9801   Pave  None      Reg         Lvl
## 544          60       RL          80    9428   Pave  None      Reg         Lvl
## 545          20       RL          87   10037   Pave  None      Reg         Lvl
## 546          20       FV          72    8640   Pave  None      Reg         Lvl
## 547          20       FV          85   10625   Pave  None      Reg         Lvl
## 548          20       FV          62    7500   Pave  Pave      Reg         Lvl
## 549          60       RL          68   10110   Pave  None      Reg         Lvl
## 550          60       RL          67   12774   Pave  None      Reg         Lvl
## 551          20       RL          63   13072   Pave  None      Reg         Lvl
## 552          20       RL          81    9260   Pave  None      Reg         Lvl
## 553          60       RL          65    8453   Pave  None      IR1         Lvl
## 554          60       RL          50    8480   Pave  None      IR1         Lvl
## 555          60       RL          43   14565   Pave  None      IR2         Lvl
## 556          60       RL          65    8450   Pave  None      Reg         Lvl
## 557          60       RL          75    8285   Pave  None      Reg         Lvl
## 558          20       RL          70    9100   Pave  None      Reg         Lvl
## 559          20       RL          75    8100   Pave  None      Reg         Lvl
## 560         190       RL          65    8450   Pave  None      Reg         Lvl
## 561          20       RL          60    6360   Pave  None      Reg         Lvl
## 562          20       RL          95   19508   Pave  None      Reg         Lvl
## 563          50       RL          70   10759   Pave  None      Reg         Lvl
## 565          60       RL         105   11025   Pave  None      Reg         Lvl
## 566         120       FV          37    3435   Pave  Pave      IR1         Lvl
## 567         160       FV          30    3180   Pave  Pave      Reg         Lvl
## 568         160       FV          30    3180   Pave  Pave      Reg         Lvl
## 569         160       FV          24    2280   Pave  Pave      Reg         Lvl
## 572         120       FV          42    4385   Pave  None      IR1         Lvl
## 573         120       FV          35    4109   Pave  None      IR1         Lvl
## 574         160       FV          24    2160   Pave  Pave      Reg         Lvl
## 575          60       FV          79   10646   Pave  None      IR1         Lvl
## 576         160       FV          24    2645   Pave  Pave      Reg         Lvl
## 577         160       FV          24    2645   Pave  Pave      Reg         Lvl
## 578         160       FV          36    3951   Pave  Pave      IR1         Lvl
## 579         120       RL          22   11064   Pave  None      IR2         Lvl
## 581          20       RL         103   16280   Pave  None      Reg         Lvl
## 584          20       RL          85   11050   Pave  None      Reg         Lvl
## 586          90       RL          75    9750   Pave  None      Reg         Lvl
## 587          60       RL          73    8814   Pave  None      Reg         Lvl
## 588          20       RL          65    8125   Pave  None      Reg         Lvl
## 589          90       RL          72   11072   Pave  None      IR1         Lvl
## 591          20       RL          74    7785   Pave  None      IR1         Lvl
## 592          20       RL          90    9900   Pave  None      Reg         Lvl
## 594          70       RL          50    4882   Pave  None      IR1         Bnk
## 595          20       RL          80    9600   Pave  None      Reg         Lvl
## 596          20       RL          80    9600   Pave  None      Reg         Lvl
## 597          20       RL          63    7584   Pave  None      Reg         Lvl
## 598          60       RL          90   14670   Pave  None      Reg         Lvl
## 599          20       RL          74    8856   Pave  None      Reg         Lvl
## 600          20       RL          82    9840   Pave  None      Reg         Lvl
## 601          20       RL          90   13200   Pave  None      IR1         Lvl
## 602          20       RL          75   10425   Pave  None      Reg         Lvl
## 603          20       RL          60   11556   Pave  None      Reg         Lvl
## 604          20       RL         102    9373   Pave  None      IR1         Lvl
## 606          20       RL          95   14250   Pave  None      Reg         Lvl
## 607          20       RL          71    8838   Pave  None      Reg         Lvl
## 608          90       RL          76   12436   Pave  None      Reg         Lvl
## 609          20       RL          60   10122   Pave  None      Reg         Lvl
## 610          50       RL          45    7506   Pave  None      Reg         Lvl
## 611          30       RL          60    5400   Pave  None      Reg         Lvl
## 612          50       RL          60   10836   Pave  Grvl      Reg         Lvl
## 613          20       RL          78   10180   Pave  None      IR1         Lvl
## 614          20       RL          76   11355   Pave  None      IR1         Lvl
## 616          20       RL          60    7200   Pave  None      Reg         Lvl
## 617          20       RL          80    8000   Pave  None      Reg         Lvl
## 618          20       RL          80    8000   Pave  None      Reg         Lvl
## 619          50       RL          60    8064   Pave  None      Reg         Lvl
## 620          45       RL          64    6390   Pave  None      Reg         Lvl
## 621          50       RL          60    7200   Pave  None      Reg         Lvl
## 622          90       RL         113    8513   Pave  None      Reg         Lvl
## 623          50       RL          60    7200   Pave  None      Reg         Lvl
## 624          20       RL          60    7200   Pave  None      Reg         Lvl
## 625          20       RL          69    7590   Pave  None      Reg         Lvl
## 626          20       RM          56    9836   Pave  Grvl      Reg         Bnk
## 627          50       RM          57    9184   Pave  Grvl      Reg         Lvl
## 628          70       RM          80    4800   Pave  Grvl      Reg         Lvl
## 629          30       RM          60    4800   Pave  None      Reg         Lvl
## 630          75       RM          60    6000   Pave  None      Reg         Lvl
## 631         190       RM          63   11426   Pave  Grvl      Reg         Lvl
## 632          50       RM          63    7628   Pave  None      Reg         Lvl
## 633          50       RM          81    7308   Pave  None      Reg         Lvl
## 634          30       RM          60    5400   Pave  None      Reg         Lvl
## 635         190       RM          60   10800   Pave  Grvl      Reg         Lvl
## 636          30       RM          60    6756   Pave  None      Reg         Lvl
## 637          50       RM          44    5914   Pave  Grvl      Reg         Lvl
## 638          50       RM          75    9000   Pave  None      Reg         Lvl
## 639          20       RM          62    7311   Pave  None      Reg         Lvl
## 640          20       RM         103   12205   Pave  None      Reg         Lvl
## 641         190       RM          69    9142   Pave  None      Reg         Lvl
## 642          75       RM          53    5350   Pave  None      Reg         Lvl
## 643          50       RM          69    9143   Pave  Grvl      Reg         Lvl
## 644         190       RM          60    9600   Pave  Grvl      Reg         Lvl
## 645          70       RM          60    6000   Pave  Grvl      Reg         Lvl
## 646          70       RM          60   11340   Pave  None      Reg         Lvl
## 647          70       RM          60   10800   Pave  None      Reg         Lvl
## 648          20       RM          65    9750   Pave  None      Reg         Lvl
## 649          20       RM          52    8516   Pave  None      Reg         Lvl
## 650          30       RL          55    7111   Pave  None      IR1         Bnk
## 653          50       RM          50    5000   Pave  None      Reg         Lvl
## 654          70       RM          59    5870   Pave  None      Reg         Lvl
## 655          50       RM          50    6000   Pave  None      Reg         Lvl
## 656          30       RM          50    6000   Pave  None      Reg         HLS
## 657          50       RM          50    6000   Pave  None      Reg         Lvl
## 658          50       RM          50    6000   Pave  None      Reg         Lvl
## 659          45       RM          50    5000   Pave  None      Reg         Bnk
## 660          50       RM          60    5520   Pave  None      IR1         Lvl
## 661          20       RM          99    5940   Pave  None      IR1         Lvl
## 662          50       RM          52    6240   Pave  None      Reg         Lvl
## 664          50       RM          52    6240   Pave  None      Reg         Lvl
## 665          70       RM          51    6120   Pave  None      Reg         Lvl
## 666          50       RL          60    9144   Pave  Pave      Reg         Lvl
## 667          60       RM          57    8094   Pave  Grvl      Reg         Lvl
## 668          50       RM          63    4347   Pave  None      Reg         Lvl
## 670          70       RM          60   10266   Pave  None      Reg         Lvl
## 671          50       RM          60    6876   Pave  None      Reg         Bnk
## 673          30       RM          60    7200   Pave  None      Reg         Lvl
## 674          50       RM          62    7006   Pave  None      Reg         Lvl
## 675          30       RM          60   10320   Pave  None      Reg         Lvl
## 676         190       RM          60   10320   Pave  Grvl      Reg         Lvl
## 677          20       RL          82    9488   Pave  None      Reg         Lvl
## 679          80       RL          80   13014   Pave  None      Reg         Lvl
## 680          20       RL          68   10265   Pave  None      IR1         Lvl
## 684         190       RL          60   12900   Pave  None      Reg         Lvl
## 685          20       RL          94    9239   Pave  None      Reg         Lvl
## 686          20       RL          88   14175   Pave  None      Reg         Lvl
## 688          50       RL          63    8375   Pave  None      Reg         Lvl
## 690          20       RL          82   20270   Pave  None      IR1         Lvl
## 691          50       RL          50    5190   Pave  None      Reg         Lvl
## 692          30       RL          85   19550   Pave  None      Reg         Lvl
## 693          20       RL          68    9571   Pave  None      Reg         Lvl
## 694          90       RL          50    9350   Pave  None      Reg         Lvl
## 695          60       RL          50    9360   Pave  None      Reg         Lvl
## 697          20       RL          80    9938   Pave  None      Reg         Lvl
## 699          80       RL          85   10541   Pave  None      IR1         Lvl
## 700          60       RL          65   10616   Pave  None      IR1         Lvl
## 701          20       RL          65    9345   Pave  None      IR1         Lvl
## 702          20       RL          91   11778   Pave  None      Reg         Lvl
## 703          20       RL          91   11778   Pave  None      Reg         Lvl
## 706          20       RL          65    9750   Pave  None      Reg         Low
## 709          60       RL          68    8998   Pave  None      IR1         Lvl
## 710          60       RL          75   12192   Pave  None      IR1         Lvl
## 713          20       RL          40   14330   Pave  None      IR1         Lvl
## 717          60       RL          41   10905   Pave  None      IR2         Lvl
## 718          60       RL          96   11690   Pave  None      IR1         Lvl
## 720          90       RM          83   10126   Pave  None      Reg         Lvl
## 721          20       RL          75    9750   Pave  None      Reg         Lvl
## 722          20       RL          85   11058   Pave  None      Reg         Lvl
## 723          20       RL          74    9627   Pave  None      Reg         Lvl
## 724          20       RL          75    9825   Pave  None      Reg         Lvl
## 725          85       RL          64   12102   Pave  None      Reg         Lvl
## 726          20       RL          65    6500   Pave  None      Reg         Lvl
## 728          60       RL          72    7200   Pave  None      Reg         Lvl
## 729          20       RL         123   47007   Pave  None      IR1         Lvl
## 730          90       RL          65    6012   Pave  None      Reg         Lvl
## 731          90       RL          74    6845   Pave  None      Reg         Lvl
## 732         190       RL          56    6931   Pave  None      Reg         Lvl
## 733          50       RL          60   12180   Pave  None      Reg         Lvl
## 734          50       RL          57    8050   Pave  None      Reg         Lvl
## 735          20       RL          68    9520   Pave  None      Reg         Bnk
## 736          80       RL          62    7692   Pave  None      Reg         Bnk
## 737          30       RL          67    5142   Pave  None      Reg         Lvl
## 738          30       RL          60    7290   Pave  None      Reg         Lvl
## 739          90       RL          64    7804   Pave  None      Reg         Lvl
## 740          70       RL          66    8969   Pave  None      Reg         Bnk
## 741          50       RL          63   15564   Pave  None      Reg         Lvl
## 742          70       RL          54    7609   Pave  None      Reg         Lvl
## 746          20       RL          79    7801   Pave  None      IR1         Lvl
## 747          70       RL         100    9670   Pave  None      IR1         HLS
## 748          50       RL          70   12392   Pave  None      Reg         Bnk
## 749          20       RL          56   26073   Pave  None      IR1         Lvl
## 750         160       RM          24    1879   Pave  None      Reg         Lvl
## 751          30       RM          50    7000   Pave  None      Reg         Lvl
## 752          50       RM          60    6000   Pave  None      Reg         Lvl
## 753          50       RM          58    8155   Pave  None      Reg         Lvl
## 754          80       RM          75    6000   Pave  None      Reg         Lvl
## 755          30       RM          60    7392   Pave  None      Reg         Lvl
## 756          50       RM          75    9000   Pave  None      Reg         Lvl
## 757          20       RL          80   14584   Pave  None      Reg         Low
## 758          70  C (all)          60    5280   Pave  None      Reg         Lvl
## 759          50  C (all)          52    5150   Pave  None      Reg         Lvl
## 760          70  C (all)          60    9000   Grvl  None      Reg         Bnk
## 761         120       RM          44    3843   Pave  None      IR1         HLS
## 762         120       RM          44    3811   Pave  None      IR1         HLS
## 765          90       RL          76   10260   Pave  None      Reg         Lvl
## 766          20       RL          74    9990   Pave  None      Reg         Lvl
## 767         120       RL          42    4084   Pave  None      IR1         Lvl
## 768          20       RL          74   11563   Pave  None      IR1         HLS
## 769          60       RL         107   12852   Pave  None      IR1         HLS
## 770          80       RL          73    9802   Pave  None      Reg         Lvl
## 771          60       RL          81   12018   Pave  None      IR1         HLS
## 772          20       RL          75   12890   Pave  None      IR1         Lvl
## 773          20       RL          93   18265   Pave  None      Reg         Lvl
## 774          20       RL          82   11202   Pave  None      IR1         Lvl
## 776          20       RL          79   11449   Pave  None      IR1         HLS
## 777          20       RL          85   11447   Pave  None      IR1         Lvl
## 778          90       RM          97    8940   Pave  None      IR1         Lvl
## 779          20       RL          77    9278   Pave  None      Reg         Lvl
## 780         120       RM          32    4500   Pave  None      Reg         Lvl
## 781          85       RL         150   14137   Pave  None      Reg         Lvl
## 783         160       RM          41    2665   Pave  None      Reg         Lvl
## 784         180       RM          21    1974   Pave  None      Reg         Lvl
## 785         180       RM          21    1596   Pave  None      Reg         Lvl
## 787         160       RM          21    1477   Pave  None      Reg         Lvl
## 788          20       RL          59    6490   Pave  None      Reg         Lvl
## 789          20       RL          60    6600   Pave  None      Reg         Lvl
## 790          20       RL          74   12395   Pave  None      Reg         Lvl
## 792          20       RL          85   10667   Pave  None      Reg         Lvl
## 793          80       RL          56    8872   Pave  None      IR1         HLS
## 796          60       RL          63    7875   Pave  None      Reg         Lvl
## 797          60       RL          60    7500   Pave  None      Reg         Lvl
## 800          20       RL         160   18160   Grvl  None      Reg         Lvl
## 801         120       RL          38    4740   Pave  None      IR1         Lvl
## 802         120       RL          35    5118   Pave  None      IR1         HLS
## 803          60       RL          98   12328   Pave  None      IR1         Lvl
## 804          20       RL          52   51974   Pave  None      IR1         Lvl
## 805         190       RL         195   41600   Pave  None      IR1         Lvl
## 806         120       RL          61    8035   Pave  None      IR1         HLS
## 807          20       RL          85   14082   Pave  None      IR1         HLS
## 808          20       RL          81   13870   Pave  None      IR1         HLS
## 810          60       RL          78   12090   Pave  None      Reg         Lvl
## 811          20       RL          93   12299   Pave  None      Reg         Lvl
## 812          60       RL          61   11339   Pave  None      IR1         Lvl
## 813          20       RL          79   11850   Pave  None      Reg         Lvl
## 814          20       RL          80   10400   Pave  None      Reg         Lvl
## 815          20       RL         128   13001   Pave  None      IR1         Lvl
## 816          80       RL          64    8991   Pave  None      IR1         Lvl
## 817          60       RL          80    8000   Pave  None      Reg         Lvl
## 818          20       RL          63    9457   Pave  None      Reg         Lvl
## 819          20       RL          66    7920   Pave  None      Reg         Lvl
## 821         120       RH          33    4113   Pave  None      IR1         Lvl
## 822         120       RH          26   10943   Pave  None      IR2         Lvl
## 823         160       RM          21    2205   Pave  None      Reg         Lvl
## 824         160       RM          21    2058   Pave  None      Reg         Lvl
## 825         120       RL          24    2304   Pave  None      Reg         Lvl
## 826          20       RL          65    7150   Pave  None      Reg         Lvl
## 827          20       RL          96   12469   Pave  None      Reg         Lvl
## 828          20       RL          91   11825   Pave  None      Reg         Lvl
## 829          20       RL         110   14333   Pave  None      Reg         Lvl
## 830          60       RL         107   13641   Pave  None      Reg         Lvl
## 831          60       RL         110   13440   Pave  None      Reg         Lvl
## 832          20       RL         105   15431   Pave  None      Reg         Lvl
## 833          20       RL         107   13891   Pave  None      Reg         Lvl
## 834          60       RL         118   13654   Pave  None      IR1         Lvl
## 835          20       RL          59   17169   Pave  None      IR2         Lvl
## 836          60       RL         134   16659   Pave  None      IR1         Lvl
## 837          60       RL          82    9709   Pave  None      IR1         Lvl
## 838          20       RL          94   13615   Pave  None      IR1         HLS
## 839          60       RL          99   13069   Pave  None      IR1         Lvl
## 840          60       RL         110   14277   Pave  None      Reg         Lvl
## 842          20       RL          70    9926   Pave  None      IR1         Lvl
## 843          20       RL          71    9254   Pave  None      IR1         Lvl
## 844          60       RL          92   10732   Pave  None      IR1         Lvl
## 845         120       RL          34    3901   Pave  None      Reg         Lvl
## 846         120       RL          34    3903   Pave  None      Reg         Lvl
## 847         120       RL          41    6289   Pave  None      IR1         Lvl
## 848         120       RL          34    4590   Pave  None      Reg         Lvl
## 849         120       RL          48    7841   Pave  None      IR1         Lvl
## 850         120       RL          48    6240   Pave  None      Reg         Lvl
## 851         120       RL          48    3242   Pave  None      Reg         Lvl
## 852          60       RL          59   15810   Pave  None      IR1         Lvl
## 853          60       RL          65   10237   Pave  None      Reg         Lvl
## 854          60       RL          58   13204   Pave  None      IR1         Lvl
## 855          60       RL          62    8857   Pave  None      IR1         Lvl
## 856          60       RL          63    9729   Pave  None      IR1         Lvl
## 857          20       RL          88   12216   Pave  None      IR1         Lvl
## 858          60       RL          72    8229   Pave  None      IR1         Lvl
## 859          60       RL          64    7713   Pave  None      Reg         Lvl
## 860          20       RL          64    7697   Pave  None      Reg         Lvl
## 862          20       RL          53    3710   Pave  None      Reg         Lvl
## 863          80       RL          65   16219   Pave  None      IR2         Lvl
## 864          80       RL          87   11084   Pave  None      IR1         Lvl
## 865          20       RL          59   10936   Pave  None      IR1         Lvl
## 867          60       RL          63    7875   Pave  None      Reg         Lvl
## 869          60       RL          58    9487   Pave  None      IR1         Lvl
## 870          60       RL          59    9649   Pave  None      IR1         Lvl
## 871          60       RL         100   12191   Pave  None      IR1         Lvl
## 872          60       RL          89   10557   Pave  None      IR1         Lvl
## 873          60       RL          74   11002   Pave  None      IR1         Lvl
## 874          60       RL          83   10790   Pave  None      Reg         Lvl
## 875          60       RL          88   11762   Pave  None      Reg         Lvl
## 876          60       RL          82    9044   Pave  None      IR1         Lvl
## 877          20       RL          75    9910   Pave  None      Reg         Lvl
## 878          20       RL          91   11830   Pave  None      Reg         Lvl
## 879          20       RL          76   10612   Pave  None      Reg         Lvl
## 880          20       RL          98   12291   Pave  None      IR1         Lvl
## 881          20       RL          85    9965   Pave  None      Reg         Lvl
## 882          20       RL          74    8847   Pave  None      Reg         Lvl
## 883          20       RL          70    8251   Pave  None      Reg         Lvl
## 884          60       RL          70    9605   Pave  None      Reg         Lvl
## 885          60       RL          75    8778   Pave  None      Reg         Lvl
## 886          20       FV          72    8640   Pave  None      Reg         Lvl
## 887          20       FV          75    9000   Pave  None      Reg         Lvl
## 888          60       FV          72    8640   Pave  None      Reg         Lvl
## 889          60       FV          81   10411   Pave  None      Reg         Lvl
## 890          60       FV         112   12217   Pave  None      IR1         Lvl
## 891          20       FV          84   10440   Pave  None      Reg         Lvl
## 892          20       FV         100   11824   Pave  None      IR1         Lvl
## 893          60       FV          85   10625   Pave  None      Reg         Lvl
## 894          20       RL          63    7500   Pave  None      Reg         Lvl
## 895          20       RL          63    7500   Pave  None      Reg         Lvl
## 896          20       RL          60   12450   Pave  None      Reg         Lvl
## 897          20       RL          65    7441   Pave  None      IR1         Lvl
## 899         160       RL          50    8012   Pave  None      Reg         Lvl
## 900          20       RL          64    6285   Pave  None      Reg         Lvl
## 901          20       RL          84    7476   Pave  None      Reg         Lvl
## 903          20       RL          44   10751   Pave  None      IR1         Lvl
## 904          20       RL          43   12712   Pave  None      IR1         Lvl
## 905         120       FV          45    4379   Pave  None      IR1         Lvl
## 906         120       FV          80    3523   Pave  Pave      IR1         Lvl
## 907         120       FV          32    3784   Pave  Pave      IR1         Lvl
## 908         120       FV          40    3606   Pave  Pave      Reg         Lvl
## 909         120       FV          30    5330   Pave  Pave      IR2         Lvl
## 910         160       FV          24    2280   Pave  Pave      Reg         Lvl
## 911         160       FV          24    2117   Pave  None      Reg         Lvl
## 912          20       FV          73    7321   Pave  Pave      IR1         Lvl
## 914          60       FV         106    8413   Pave  None      IR1         Lvl
## 915         120       RL          50    9466   Pave  None      IR2         Lvl
## 916          20       RL          80   12000   Pave  None      Reg         Lvl
## 917          20       RL          94   17778   Pave  None      IR1         Lvl
## 918          20       RL          78   11700   Pave  None      Reg         Lvl
## 919          60       RL          80    8000   Pave  None      Reg         Lvl
## 921          20       RL         130   11700   Pave  None      Reg         Lvl
## 922          20       RL         108   11358   Pave  None      IR1         Lvl
## 923          20       RL          80    9547   Pave  None      Reg         Lvl
## 924          60       RL          78   10530   Pave  None      Reg         Lvl
## 925          20       RL          88   10738   Pave  None      IR1         Lvl
## 926          20       RL          80   10800   Pave  None      Reg         Lvl
## 927          20       RL          70    8050   Pave  None      Reg         Lvl
## 929          20       RL          74    7450   Pave  None      IR1         Lvl
## 931          20       RL          76    8243   Pave  None      IR1         Lvl
## 932          20       RL          70    8680   Pave  None      Reg         Lvl
## 933          20       RL          80    8800   Pave  None      Reg         Lvl
## 934          80       RL          80    9200   Pave  None      Reg         Lvl
## 935          60       RL          80    8800   Pave  None      Reg         Lvl
## 938          45       RL          85   12172   Pave  None      Reg         Lvl
## 939          20       RL          50    5000   Pave  None      Reg         Lvl
## 940          50       RL          51    3500   Pave  None      Reg         Lvl
## 941          20       RL          50    5175   Pave  None      Reg         Lvl
## 942          20       RL          80    9600   Pave  None      Reg         Lvl
## 943          90       RL          63    8668   Pave  None      Reg         Lvl
## 945          80       RL         100    9600   Pave  None      IR1         Lvl
## 946          20       RL          73    8760   Pave  None      Reg         Lvl
## 947          20       RL          65    6860   Pave  None      IR1         Lvl
## 948          20       RL          60    8250   Pave  None      Reg         Lvl
## 949          20       RL          70    9100   Pave  None      Reg         Lvl
## 950          20       RL          80    9736   Pave  None      Reg         Lvl
## 951          20       RL          72    9770   Pave  None      Reg         Lvl
## 952          20       RL          70   12198   Pave  None      IR1         Lvl
## 953          20       RL          75   10050   Pave  None      Reg         Lvl
## 954          20       RL          60   11556   Pave  None      Reg         Lvl
## 955          90       RL          70    8078   Pave  None      Reg         Lvl
## 956          20       RL          60   10950   Pave  None      Reg         Lvl
## 957          20       RL          68    7942   Pave  None      Reg         Lvl
## 958          20       RL          71    8540   Pave  None      Reg         Lvl
## 959          50       RL          55    7150   Pave  None      Reg         Lvl
## 960          20       RL          70    8400   Pave  None      Reg         Lvl
## 961          20       RL          75    9532   Pave  None      Reg         Lvl
## 963          50       RL          60   14190   Pave  None      Reg         Lvl
## 965          70       RL         113   21281   Pave  None      Reg         Lvl
## 966          50       RL          60   10284   Pave  None      Reg         Lvl
## 967          70       RL          60   10800   Pave  Grvl      Reg         Lvl
## 968          80       RL          93   10090   Pave  None      IR1         Lvl
## 969          20       RL          75    8700   Pave  None      IR1         Lvl
## 970          20       RL          66    8300   Pave  None      IR1         Lvl
## 971          20       RL          60    7200   Pave  None      Reg         Lvl
## 973          20       RL          70    7315   Pave  None      Reg         Lvl
## 974          20       RL          70    7903   Pave  None      Reg         Lvl
## 975          20       RL          80    8000   Pave  None      Reg         Lvl
## 976          20       RL          70    7000   Pave  None      Reg         Lvl
## 977          20       RL          60    6600   Pave  None      Reg         Lvl
## 978          85       RL          66    6760   Pave  None      Reg         Lvl
## 979          30       RM          60    6978   Pave  None      Reg         Bnk
## 980          50       RM          50    6000   Pave  Grvl      Reg         Lvl
## 981          30       RM          56    4480   Pave  None      Reg         Lvl
## 982          30       RM          56    3153   Pave  Grvl      Reg         Lvl
## 983          30       RM          60    7200   Pave  None      Reg         Lvl
## 984          50       RM         120    9000   Pave  None      Reg         Lvl
## 985          50       RM          50    5925   Pave  None      Reg         Lvl
## 986          70       RM          57    9639   Pave  None      Reg         Lvl
## 988          70       RM          53    9863   Pave  Pave      Reg         Lvl
## 989          70       RM          35    4571   Pave  Grvl      Reg         Lvl
## 990          50       RM          56    8398   Pave  Grvl      Reg         Lvl
## 991          70       RM          60    3600   Pave  Grvl      Reg         Lvl
## 992          75       RM          75   13500   Pave  Grvl      Reg         Lvl
## 993          20       RM          52    8626   Pave  None      Reg         Lvl
## 994          80       RM          76   11800   Pave  None      Reg         Lvl
## 995          40       RL          55    6854   Pave  None      Reg         Bnk
## 996          50       RM          55    8674   Pave  None      Reg         HLS
## 997          50       RM          50    6125   Pave  None      Reg         Lvl
## 998          70       RM          50    6000   Pave  None      Reg         Lvl
## 999          45       RM          51    6120   Pave  None      Reg         Lvl
## 1001         50       RM          52    6240   Pave  None      Reg         Lvl
## 1002         50       RM          52    6240   Pave  None      Reg         Lvl
## 1003         50       RM          51    6120   Pave  None      Reg         Lvl
## 1004         70       RM          47    7755   Pave  None      Reg         Lvl
## 1005         50       RL          60    8850   Pave  Pave      Reg         Bnk
## 1006         50       RL          60    8550   Pave  None      Reg         Lvl
## 1008         45       RM          40    5680   Pave  Grvl      Reg         Lvl
## 1009         50       RM          40    5680   Pave  Grvl      Reg         Lvl
## 1010         80       RM         120   13200   Pave  None      Reg         Lvl
## 1011         60       RM          60    9780   Pave  Grvl      Reg         Lvl
## 1012         50       RM          60   10320   Pave  Grvl      Reg         Lvl
## 1013        190       RM          52    4330   Pave  Grvl      Reg         Lvl
## 1014         50       RM          60   10320   Pave  Grvl      Reg         Lvl
## 1015         70       RL         107   12888   Pave  None      Reg         Bnk
## 1016        190       RL          59    4484   Pave  None      IR1         Lvl
## 1017        190       RL          75   11235   Pave  None      Reg         Lvl
## 1018         85       RL          75   11235   Pave  None      Reg         Lvl
## 1019         20       RL          62   14299   Pave  None      Reg         Lvl
## 1020         80       RL          65   14149   Pave  None      IR1         Lvl
## 1022        190       RL          70    8425   Pave  None      Reg         Lvl
## 1023         20       RL          86    8665   Pave  None      IR1         Lvl
## 1026         20       RL          81   14175   Pave  None      Reg         Bnk
## 1027         60       RL          99   16779   Pave  None      Reg         Lvl
## 1028         50       RL          70    6960   Pave  None      Reg         Lvl
## 1029         20       RL          91   11375   Pave  None      Reg         Lvl
## 1030         20       RL          85   13770   Pave  None      Reg         Lvl
## 1035         20       RL          84   17808   Pave  None      Reg         Lvl
## 1036         20       RL         102   12671   Pave  None      IR1         Lvl
## 1037         50       RL          70   10512   Pave  None      Reg         Lvl
## 1038         20       RL          60    5400   Pave  None      Reg         HLS
## 1040        120       RL          39    3869   Pave  None      Reg         Lvl
## 1041         20       RL          58    9280   Pave  None      Reg         Lvl
## 1042         50       RL          60   11100   Pave  None      Reg         Lvl
## 1043         50       RL          50    7550   Pave  None      Reg         Lvl
## 1044         50       RL         104   23920   Pave  None      Reg         Lvl
## 1045         60       RL          75    9317   Pave  None      Reg         Lvl
## 1046         20       RL          71    9178   Pave  None      Reg         Lvl
## 1047         20       RL          93   10481   Pave  None      IR1         Lvl
## 1048         20       RL          66   10235   Pave  None      IR1         Lvl
## 1049         20       RL          75   11750   Pave  None      IR1         Lvl
## 1050         20       RL          73    8760   Pave  None      Reg         Lvl
## 1051         20       RL          64    7242   Pave  None      Reg         Lvl
## 1052         60       RL          78    9316   Pave  None      Reg         Lvl
## 1054         20       RL         155   20064   Pave  None      IR1         Low
## 1056         60       RL          57   10021   Pave  None      IR1         Lvl
## 1057         20       RL          60    8428   Pave  None      IR2         Lvl
## 1058         20       RL          70   16561   Pave  None      IR2         Low
## 1059         60       RL          47   10820   Pave  None      IR2         Lvl
## 1060         60       RL          43   12352   Pave  None      IR2         Lvl
## 1061         60       RL          68    9543   Pave  None      IR1         Lvl
## 1063         20       RL          97   11800   Pave  None      IR1         Bnk
## 1064         80       RL          59    8660   Pave  None      IR1         Lvl
## 1065         80       RL          72    9720   Pave  None      Reg         Lvl
## 1066         20       RL          45    8982   Pave  None      IR1         Lvl
## 1067         20       RL          39   16300   Pave  None      IR1         Lvl
## 1068         20       RL          75    9675   Pave  None      Reg         Lvl
## 1069         20       RL          60    7200   Pave  None      Reg         Lvl
## 1070         20       RL          60    7200   Pave  None      Reg         Lvl
## 1072         60       RL          70    8749   Pave  None      Reg         Lvl
## 1073         60       RL          65    8158   Pave  None      Reg         Lvl
## 1074         20       RL          73   11927   Pave  None      Reg         Lvl
## 1077         20       RL          73   17227   Pave  None      IR2         Lvl
## 1078         60       RL          70    8145   Pave  None      IR1         Lvl
## 1079         20       RL          65    8769   Pave  None      Reg         Lvl
## 1080         20       RL          64    8334   Pave  None      Reg         Lvl
## 1081         60       RL          64    8333   Pave  None      Reg         Lvl
## 1082         60       RL          64    9045   Pave  None      IR1         Lvl
## 1083         85       RL          75    9825   Pave  None      Reg         Low
## 1084         20       RL          67    8308   Pave  None      Reg         Lvl
## 1085         50       RL          74   16287   Pave  None      Reg         Lvl
## 1086         20       RL          80    8240   Pave  None      Reg         Lvl
## 1087         80       RL          65    6285   Pave  None      Reg         Lvl
## 1089         60       RL          60    7023   Pave  None      Reg         Lvl
## 1090         20       RL         128   39290   Pave  None      IR1         Bnk
## 1091        180       RM          35    3675   Pave  None      Reg         Lvl
## 1092         20       RL          64    6400   Pave  None      Reg         Lvl
## 1093         90       RL          74    6882   Pave  None      Reg         Lvl
## 1094         90       RL          52    8741   Pave  None      Reg         Lvl
## 1095         40       RL          62   10042   Pave  None      Reg         Bnk
## 1096         20       RL          60    8172   Pave  None      Reg         Lvl
## 1097         20       RL          60    8172   Pave  None      Reg         HLS
## 1098         90       RL          60   10890   Pave  None      Reg         Lvl
## 1099         30       RL          54    7223   Pave  None      Reg         Lvl
## 1100         50       RL          51    6821   Pave  None      Reg         HLS
## 1101         70       RL          63    4000   Pave  None      Reg         Lvl
## 1102         70       RL          53    6720   Pave  None      Reg         Lvl
## 1103         70       RL          53    7155   Pave  None      Reg         Lvl
## 1104         70       RL          60    7230   Pave  None      Reg         Lvl
## 1105         20       RL         126   13108   Pave  None      IR2         HLS
## 1106         50       RL         110    7810   Pave  None      IR1         HLS
## 1107        190       RL          79    6221   Pave  None      IR1         Lvl
## 1110        160       RM          24    1782   Pave  None      Reg         Lvl
## 1112        120       RM          35    3907   Pave  None      IR1         Bnk
## 1114         20       RL          70   18044   Pave  None      IR1         HLS
## 1115         50       RM          50    7000   Pave  None      Reg         Lvl
## 1116         50       RM          50    7288   Pave  None      Reg         Lvl
## 1117         70       RM          50    9060   Pave  None      Reg         Lvl
## 1118         30       RM          46    3672   Pave  None      Reg         Lvl
## 1119         50       RM          64   11067   Pave  None      Reg         Lvl
## 1120        190  C (all)          75    8250   Pave  None      Reg         Lvl
## 1121         20  C (all)          65    6565   Pave  None      Reg         Lvl
## 1122         30  C (all)          60    6060   Pave  None      Reg         Lvl
## 1123        120       RM          59    5568   Pave  None      IR1         HLS
## 1125         20       RL          80   10000   Pave  None      Reg         Lvl
## 1126         20       RL          44   12864   Pave  None      IR1         Lvl
## 1129         85       RL          82    8410   Pave  None      IR1         Lvl
## 1130        120       RL          46    4054   Pave  None      IR1         Lvl
## 1131         20       RL         149   19958   Pave  None      Reg         Lvl
## 1132         20       RL          67    8368   Pave  None      IR1         HLS
## 1133         20       RL          68    8298   Pave  None      IR1         HLS
## 1134         20       RL          42   10331   Pave  None      Reg         Lvl
## 1136         20       RL          80   11305   Pave  None      Reg         Lvl
## 1139         20       RL          85   12633   Pave  None      IR1         HLS
## 1140         20       RL         200   43500   Pave  None      Reg         Lvl
## 1141        120       RM          62    6710   Pave  None      IR1         Lvl
## 1142        160       RM          21    1504   Pave  None      Reg         Lvl
## 1144        160       RM          21    1495   Pave  None      Reg         Lvl
## 1145        160       RM          21    1890   Pave  None      Reg         Lvl
## 1146         85       RL          72    9129   Pave  None      Reg         Lvl
## 1148         20       RL          61   33983   Pave  None      IR1         Lvl
## 1149         60       RL          68    8286   Pave  None      IR1         Lvl
## 1150         85       RL          50    6723   Pave  None      Reg         Lvl
## 1151         20       RL         124   27697   Pave  None      Reg         Lvl
## 1153         20       RL          65   11625   Pave  None      IR1         Lvl
## 1154         20       RL          62   10447   Pave  None      Reg         Lvl
## 1156         20       RL          85   10533   Pave  None      IR1         Lvl
## 1159         20       RL          90   11727   Pave  None      Reg         Lvl
## 1160         60       RL          60    8238   Pave  None      IR1         Lvl
## 1162         60       RL          54    9783   Pave  None      IR1         Lvl
## 1163         60       RL          50   13128   Pave  None      IR1         HLS
## 1164         60       RL          42   13751   Pave  None      IR1         HLS
## 1165        160       RL          68   13108   Pave  None      IR1         Lvl
## 1167        120       RL          30    3701   Pave  None      IR1         Lvl
## 1168         60       RL          59   16023   Pave  None      IR1         HLS
## 1169         60       RL          60   18062   Pave  None      IR1         HLS
## 1170         60       RL          63   12292   Pave  None      IR1         HLS
## 1171         60       RL          82   16052   Pave  None      IR1         Lvl
## 1172         60       RL          92   15922   Pave  None      IR1         HLS
## 1173        120       RL          60    8147   Pave  None      Reg         HLS
## 1174         20       RL          90   18261   Pave  None      IR1         HLS
## 1176         60       RL          81   10530   Pave  None      Reg         Lvl
## 1178         60       FV          75    9512   Pave  None      IR1         Lvl
## 1179         80       RL          81   10530   Pave  None      Reg         Lvl
## 1180         20       RL          80   10000   Pave  None      Reg         Lvl
## 1181         20       RL          60    7200   Pave  None      Reg         Lvl
## 1182        120       RH          26    8773   Pave  None      IR2         Lvl
## 1183        160       RM          24    2760   Pave  None      Reg         Lvl
## 1184        160       RM          24    2160   Pave  None      Reg         Lvl
## 1185        160       RM          21    1890   Pave  None      Reg         Lvl
## 1186        160       RM          21    1680   Pave  None      Reg         Lvl
## 1187        160       RM          21    1680   Pave  None      Reg         Lvl
## 1188        120       RL          53    4043   Pave  None      Reg         Lvl
## 1189         20       RL          65    7514   Pave  None      Reg         Lvl
## 1190        120       RL          24    2280   Pave  None      Reg         Lvl
## 1191        160       RL          24    2179   Pave  None      Reg         Lvl
## 1192         60       RL          72   16387   Pave  None      IR1         Lvl
## 1193         20       RL         110   16163   Pave  None      Reg         Lvl
## 1194         20       RL         108   12228   Pave  None      Reg         Lvl
## 1195         20       RL         120   14780   Pave  None      IR1         HLS
## 1196         60       RL         120   13975   Pave  None      IR1         Lvl
## 1197         60       RL          82    9942   Pave  None      IR1         Lvl
## 1198         60       RL         103   12867   Pave  None      IR1         Lvl
## 1199         60       RL          82   10672   Pave  None      IR1         Lvl
## 1200         60       RL          82   11643   Pave  None      IR1         Lvl
## 1201         20       RL         121   13758   Pave  None      IR1         Lvl
## 1202         20       RL         131   14828   Pave  None      IR1         Lvl
## 1204        120       RL          48    5911   Pave  None      Reg         Lvl
## 1205         20       RL          61    7740   Pave  None      Reg         Lvl
## 1206        120       RL          48    6373   Pave  None      Reg         Lvl
## 1207         60       RL          65   10237   Pave  None      Reg         Lvl
## 1208         60       RL          65   10237   Pave  None      Reg         Lvl
## 1209         20       RL         102   11660   Pave  None      IR1         Lvl
## 1210         60       RL          96   11631   Pave  None      IR1         Lvl
## 1211         60       RL          75    9073   Pave  None      IR1         Lvl
## 1212        120       RL          43    3087   Pave  None      Reg         Lvl
## 1215        120       RL          43    3010   Pave  None      Reg         Lvl
## 1216         60       RL          59    9171   Pave  None      IR1         Lvl
## 1219         60       RL          84    9660   Pave  None      IR1         Lvl
## 1220         60       RL          83    9545   Pave  None      Reg         Lvl
## 1222         60       RL          83   10019   Pave  None      IR1         Lvl
## 1223         60       RL         114   17242   Pave  None      IR1         Lvl
## 1226         60       RL          75   12447   Pave  None      IR1         Lvl
## 1227         20       RL          49   15218   Pave  None      IR1         Lvl
## 1228         20       RL          85   10936   Pave  None      Reg         Lvl
## 1229         20       FV          72    8640   Pave  None      Reg         Lvl
## 1230         60       FV         100   13162   Pave  None      Reg         Lvl
## 1231         60       FV          65    8125   Pave  None      Reg         Lvl
## 1232         20       RL          74    7733   Pave  None      IR1         Lvl
## 1233         20       RL          91   11024   Pave  None      IR1         Lvl
## 1234         20       RL          63   13072   Pave  None      Reg         Lvl
## 1235         60       RL          65    7800   Pave  None      Reg         Lvl
## 1236         60       RL          74    7632   Pave  None      IR1         Lvl
## 1237         60       RL          70    8304   Pave  None      IR1         Lvl
## 1238         60       RL          70    9370   Pave  None      IR2         Lvl
## 1239        120       RL          50    7175   Pave  None      Reg         Lvl
## 1240        120       RL          50    7175   Pave  None      Reg         Lvl
## 1242         20       RL          70    9100   Pave  None      Reg         Lvl
## 1243         90       RM          68    8927   Pave  None      Reg         Lvl
## 1246         20       RL          65    8450   Pave  None      Reg         Lvl
## 1251         80       RL         100   14330   Pave  None      IR1         Low
## 1252         60       RL         105   11025   Pave  None      Reg         HLS
## 1253        120       FV          34    3628   Pave  Pave      Reg         Lvl
## 1254        160       FV          24    2544   Pave  Pave      Reg         Lvl
## 1257         60       FV         114    8314   Pave  Pave      IR1         Lvl
## 1258         20       FV          60    7180   Pave  Pave      IR1         Lvl
## 1259        190       RL          79   13110   Pave  None      IR1         Lvl
## 1260         20       RL          78   10140   Pave  None      Reg         Lvl
## 1261         20       RL          80    9600   Pave  None      Reg         Lvl
## 1262         60       RL          72    8640   Pave  None      Reg         Lvl
## 1263         20       RL          78    9360   Pave  None      Reg         Lvl
## 1264         85       RL          70    8400   Pave  None      Reg         Lvl
## 1266         80       RL          80    9600   Pave  None      Reg         Lvl
## 1267        190       RL          80    8800   Pave  None      Reg         Lvl
## 1269         60       RL          85    9350   Pave  None      Reg         Lvl
## 1270         20       RL          80   10800   Pave  None      Reg         Lvl
## 1271         30       RL          60    8550   Pave  None      Reg         Lvl
## 1272         20       RL          68    9724   Pave  None      Reg         Lvl
## 1273         20       RL          80    9600   Pave  None      Reg         Lvl
## 1274         20       RL          89   10858   Pave  None      Reg         Lvl
## 1275         20       RL          80    9600   Pave  None      Reg         Lvl
## 1276         60       RL          79    9462   Pave  None      Reg         Lvl
## 1277         20       RL          82    9888   Pave  None      Reg         Lvl
## 1280         20       RL         109    9723   Pave  None      IR1         Lvl
## 1281         20       RL          70    8400   Pave  None      Reg         Lvl
## 1283         80       RL         125   10000   Pave  None      Reg         Lvl
## 1284         20       RL          72   10152   Pave  None      Reg         Lvl
## 1285         20       RL          70    8092   Pave  None      Reg         Lvl
## 1286         20       RL          66   12778   Pave  None      Reg         Lvl
## 1287         20       RL          75   10170   Pave  None      Reg         Lvl
## 1288         80       RL          55    7700   Pave  None      Reg         Lvl
## 1289         20       RL          65   11050   Pave  None      Reg         Lvl
## 1290         20       RL          80   13600   Pave  None      Reg         Bnk
## 1291         20       RL          85   15428   Pave  None      Reg         Lvl
## 1292         30       RL         118   21299   Pave  None      Reg         Lvl
## 1293         20       RL          70   13300   Pave  None      Reg         Lvl
## 1294        190       RL          94   22136   Pave  None      Reg         Lvl
## 1295         50       RL          50    7500   Pave  None      Reg         Lvl
## 1296         30       RL          60   10410   Pave  Grvl      Reg         Lvl
## 1297         30       RL          60   10914   Pave  Grvl      Reg         Lvl
## 1298         50       RL          60    7008   Pave  None      Reg         Lvl
## 1299         70       RL          60    7200   Pave  Grvl      Reg         Lvl
## 1300         50       RL          60   10818   Pave  Grvl      Reg         Lvl
## 1301         80       RL          83   10184   Pave  None      Reg         Lvl
## 1302         20       RL          77    9510   Pave  None      Reg         Lvl
## 1303         20       RL          80   10800   Pave  None      Reg         Lvl
## 1304         20       RL          86   11650   Pave  None      Reg         Lvl
## 1306         50       RL          60   12144   Pave  None      Reg         Lvl
## 1307         90       RL          60    8544   Pave  None      Reg         Lvl
## 1308         90       RL          75    8512   Pave  None      Reg         Lvl
## 1309         20       RL          70    7000   Pave  None      Reg         Lvl
## 1310         20       RL          74    7400   Pave  None      Reg         Lvl
## 1311         20       RL          70    7000   Pave  None      Reg         Lvl
## 1312        190       RL          70    7000   Pave  None      Reg         Lvl
## 1313         70       RM          62    9856   Pave  Grvl      Reg         Lvl
## 1314         50       RM          60    9600   Pave  Grvl      Reg         Lvl
## 1315         50       RM          60    5520   Pave  None      Reg         Lvl
## 1316         50       RM          60    9600   Pave  Grvl      Reg         Lvl
## 1317         70       RM          58    6451   Pave  Grvl      Reg         Lvl
## 1318         70       RM          66    3960   Pave  Grvl      Reg         Lvl
## 1319        190       RM          56    7745   Pave  Grvl      Reg         Lvl
## 1320         30       RM          56    7741   Pave  Grvl      Reg         Lvl
## 1321         30       RM          50    5633   Pave  Pave      Reg         Lvl
## 1322         20       RM          60    7200   Pave  Grvl      Reg         Lvl
## 1323         70       RM          42    7614   Pave  Grvl      Reg         Lvl
## 1324        190       RM          50    6000   Pave  None      Reg         Lvl
## 1325         50       RM          50    6000   Pave  None      Reg         Lvl
## 1326         30       RM          52    7830   Pave  None      Reg         Lvl
## 1327         50       RM          56    9576   Pave  None      Reg         Lvl
## 1328         30       RM          48    5747   Pave  None      Reg         Lvl
## 1329         75       RM          70    6300   Pave  None      Reg         Lvl
## 1330         90       RM          33    5976   Pave  None      Reg         Lvl
## 1331         20       RM          65    9750   Pave  Grvl      Reg         Lvl
## 1332         50  C (all)          63    4761   Pave  None      Reg         Lvl
## 1333         70       RL          69   11737   Pave  None      IR1         Bnk
## 1334         50       RM          51    6120   Pave  None      Reg         Lvl
## 1335         50       RM          51    6120   Pave  None      Reg         Lvl
## 1336         30       RL          50   11672   Pave  Pave      IR2         Lvl
## 1337         50       RM          90   33120   Pave  None      IR3         Lvl
## 1338         50       RM          60   10320   Pave  Grvl      Reg         Lvl
## 1339         70       RM          60    7518   Pave  None      Reg         Lvl
## 1340         30       RM          50    9000   Pave  None      Reg         Lvl
## 1341         30       RM          60    7200   Pave  None      Reg         Lvl
## 1342         50       RL          82   12375   Pave  None      Reg         Lvl
## 1343         90       RL         120   11136   Pave  None      Reg         Lvl
## 1344         20       RL         100   21370   Pave  None      Reg         Lvl
## 1345         30       RL          55    8250   Pave  None      Reg         Lvl
## 1346         30       RL          50    5220   Pave  None      IR1         Lvl
## 1347         20       RL          50    5500   Pave  None      Reg         Lvl
## 1349         80       RL          80   10366   Pave  None      IR1         Lvl
## 1350         20       RL          75    9000   Pave  None      Reg         Lvl
## 1354         90       RL          75    8235   Pave  None      Reg         Lvl
## 1357         20       RL          87   13050   Pave  None      Reg         Low
## 1358         85       RL          72   10820   Pave  None      Reg         Lvl
## 1360         20       RL          75    9375   Pave  None      Reg         Lvl
## 1361         50       RL          62    6488   Pave  None      Reg         Lvl
## 1362         70       RL         114   19950   Pave  None      Reg         Lvl
## 1363         75       RL          60   19800   Pave  None      Reg         Lvl
## 1364         80       RL          78   11679   Pave  None      IR1         Lvl
## 1365         20       RL          80   12048   Pave  None      Reg         Lvl
## 1366         20       RL          70   10519   Pave  None      Reg         Lvl
## 1367         50       RL          75    9525   Pave  None      Reg         Lvl
## 1368         60       RL          88   12128   Pave  None      IR1         Bnk
## 1369         90       RL          73    9069   Pave  None      Reg         Lvl
## 1370         60       RL         133   11003   Pave  None      IR2         Lvl
## 1371         20       RL          64    7488   Pave  None      IR1         Lvl
## 1372         20       RL          90   13377   Pave  None      Reg         Lvl
## 1373         20       RL          78   11645   Pave  None      Reg         Lvl
## 1374         60       RL          91   10984   Pave  None      IR1         Lvl
## 1375         20       RL          78    9316   Pave  None      Reg         Lvl
## 1376         60       RL          78    9316   Pave  None      IR1         Lvl
## 1377         20       RL          80   12000   Pave  None      Reg         Lvl
## 1378         20       RL          95   13015   Pave  None      Reg         Lvl
## 1379         60       RL          65   12438   Pave  None      IR1         Lvl
## 1381         60       RL          68    9272   Pave  None      IR1         Lvl
## 1382         60       RL          72   13426   Pave  None      IR1         Lvl
## 1383         60       RL          50    8340   Pave  None      IR1         Lvl
## 1384         80       RL          42   10385   Pave  None      IR1         Lvl
## 1385         20       RL          60    7200   Pave  None      Reg         Low
## 1387         60       RL          45    9468   Pave  None      IR2         Lvl
## 1389         60       RL          70    8726   Pave  None      Reg         Lvl
## 1390         60       RL          67   10566   Pave  None      IR1         Lvl
## 1392         60       RL          90   11250   Pave  None      IR1         Lvl
## 1393         60       RL          90   11250   Pave  None      Reg         Lvl
## 1394        120       RM          37    4435   Pave  None      Reg         Lvl
## 1395         20       RL          70    8810   Pave  None      Reg         Lvl
## 1396         60       RL          74    8581   Pave  None      IR1         Lvl
## 1397         60       RL          70    8400   Pave  None      Reg         Lvl
## 1398         20       RL          65    8772   Pave  None      Reg         Lvl
## 1399         70       RL          67    8777   Pave  None      Reg         Bnk
## 1400         90       RL          38    7840   Pave  None      IR1         Lvl
## 1401         20       RL          73   16133   Pave  None      Reg         HLS
## 1402         60       RL          62    7162   Pave  None      Reg         Lvl
## 1403         20       RL          75    8050   Pave  None      Reg         Lvl
## 1404         60       RL          90   11060   Pave  None      IR1         Lvl
## 1405        180       RM          35    3675   Pave  None      Reg         Lvl
## 1406        160       RM          24    2522   Pave  None      Reg         Lvl
## 1407         50       RL          56    6956   Pave  None      Reg         Lvl
## 1408         50       RL          72    7822   Pave  None      Reg         Bnk
## 1409         50       RL          62    8707   Pave  None      Reg         Lvl
## 1410         20       RL          60   16012   Pave  None      IR1         Lvl
## 1411         50       RL          45    8248   Pave  Grvl      Reg         Lvl
## 1412         30       RL          60    8088   Pave  Grvl      Reg         Lvl
## 1413         50       RL          76   11388   Pave  None      Reg         Low
## 1414         50       RL          60   10890   Pave  None      Reg         Lvl
## 1415        190       RH          58    6430   Pave  None      Reg         Bnk
## 1416         70       RL          43    7000   Pave  None      Reg         Lvl
## 1417         70       RL          69    4899   Pave  None      Reg         HLS
## 1418         70       RL          54    9399   Pave  None      Reg         Bnk
## 1419         50       RL          84   10164   Pave  None      Reg         Bnk
## 1420         50       RL          51    6191   Pave  None      Reg         Lvl
## 1421         50       RL          66   21780   Pave  None      Reg         Lvl
## 1422         50       RL          80   12400   Pave  None      Reg         HLS
## 1423         50       RL          81    8170   Pave  None      IR1         Lvl
## 1424         70       RL          70   12320   Pave  None      IR1         HLS
## 1425         70       RL          70   14210   Pave  None      IR1         Lvl
## 1426         60       RL          78   15600   Pave  None      Reg         Lvl
## 1427         30       RM          50    7288   Pave  None      Reg         Lvl
## 1428         50       RM          50    7000   Pave  None      Reg         Lvl
## 1429         30       RM          61    8534   Pave  None      Reg         Low
## 1430         30       RM          50    7030   Pave  None      Reg         Lvl
## 1431         50       RM          75    9060   Pave  None      Reg         Lvl
## 1432         30  C (all)          69   12366   Pave  None      Reg         Lvl
## 1433        190  C (all)          50    9000   Pave  None      Reg         Lvl
## 1434         50  C (all)          60    8520   Grvl  None      Reg         Bnk
## 1435        120       RM          41    5748   Pave  None      IR1         HLS
## 1436        120       RM          44    3842   Pave  None      IR1         HLS
## 1437         20       RL          69   23580   Pave  None      IR1         Lvl
## 1438         90       RL          65    8385   Pave  None      Reg         Lvl
## 1439         20       RL          70    9116   Pave  None      Reg         Lvl
## 1440         80       RL         140   11080   Pave  None      Reg         Lvl
## 1443         20       RL          95   13618   Pave  None      Reg         Lvl
## 1444         20       RL          88   11577   Pave  None      Reg         Lvl
## 1445         20       RL         125   31250   Pave  None      Reg         Lvl
## 1446         90       RM          78    7020   Pave  None      Reg         Lvl
## 1447        160       RM          41    2665   Pave  None      Reg         Lvl
## 1448         20       RL          58   10172   Pave  None      IR1         Lvl
## 1450        180       RM          21    1470   Pave  None      Reg         Lvl
## 1451        160       RM          21    1484   Pave  None      Reg         Lvl
## 1452         20       RL          80   13384   Pave  None      Reg         Lvl
## 1453        160       RM          21    1533   Pave  None      Reg         Lvl
## 1454        160       RM          21    1526   Pave  None      Reg         Lvl
## 1455        160       RM          21    1936   Pave  None      Reg         Lvl
## 1456        160       RM          21    1894   Pave  None      Reg         Lvl
## 1457         20       RL         160   20000   Pave  None      Reg         Lvl
## 1458         85       RL          62   10441   Pave  None      Reg         Lvl
## 1459         60       RL          74    9627   Pave  None      Reg         Lvl
##      Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType
## 1       AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 2       AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 3       AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 4       AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 5       AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 6       AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 8       AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 9       AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 10      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 11      AllPub       FR2       Gtl        NAmes       Norm       Norm   TwnhsE
## 12      AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 13      AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 14      AllPub       FR2       Gtl      NPkVill       Norm       Norm    Twnhs
## 15      AllPub       FR2       Gtl      NPkVill       Norm       Norm    Twnhs
## 16      AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 17      AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 18      AllPub    Inside       Gtl      NridgHt       PosN       Norm     1Fam
## 19      AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 20      AllPub    Inside       Mod      NridgHt       Norm       Norm     1Fam
## 21      AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 22      AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 23      AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 24      AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 25      AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 26      AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 27      AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 28      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 29      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 30      AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 31      AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 32      AllPub    Corner       Gtl      SawyerW      Feedr       Norm     1Fam
## 33      AllPub   CulDSac       Gtl       Sawyer       RRNe       Norm     1Fam
## 34      AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 35      AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 36      AllPub   CulDSac       Gtl      Somerst       Norm       Norm   TwnhsE
## 37      AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 38      AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 39      AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 40      AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 43      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 44      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 45      AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 47      AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 49      AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 50      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 51      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 52      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 54      AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 55      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 56      AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 57      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 58      AllPub    Corner       Gtl        NAmes      Feedr       Norm   Duplex
## 59      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 61      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 62      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 63      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 64      AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 65      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 66      AllPub    Inside       Gtl        NAmes       Norm       Norm   2fmCon
## 67      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 68      AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 69      AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 70      AllPub    Inside       Mod        NAmes       Norm       Norm     1Fam
## 71      AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 72      AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 73      AllPub    Inside       Mod      OldTown       Norm       Norm     1Fam
## 74      AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 75      AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 77      AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 78      AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 79      AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 80      AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 81      AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 82      AllPub    Corner       Gtl      BrkSide      Feedr      Feedr     1Fam
## 84      AllPub    Inside       Gtl      BrkSide      Feedr       Norm     1Fam
## 85      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 86      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 87      AllPub    Corner       Gtl      BrkSide      Feedr       Norm     1Fam
## 88      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 89      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 90      AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 91      AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 92      AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 93      AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 94      AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 95      AllPub    Inside       Gtl      ClearCr      Feedr       Norm     1Fam
## 96      AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 97      AllPub    Inside       Gtl        SWISU       Norm       Norm   2fmCon
## 98      AllPub    Inside       Mod        SWISU       Norm       Norm     1Fam
## 100     AllPub    Corner       Gtl        SWISU     Artery       Norm   2fmCon
## 101     AllPub    Inside       Gtl       Sawyer       Norm       Norm   Duplex
## 102     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 103     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 105     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 107     AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 109     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 110     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 111     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 112     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 113     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 115     AllPub    Inside       Mod      SawyerW       Norm       Norm     1Fam
## 116     AllPub   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam
## 117     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 118     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 119     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 121     AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 122     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 123     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 124     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 126     AllPub    Inside       Mod      Edwards      Feedr       Norm     1Fam
## 127     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 128     AllPub   CulDSac       Gtl      Edwards       Norm       Norm     1Fam
## 129     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 130     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 131     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 132     AllPub    Inside       Gtl        SWISU     Artery       Norm     1Fam
## 134     AllPub    Inside       Gtl        SWISU       Norm       Norm   Duplex
## 135     AllPub    Inside       Gtl        SWISU      Feedr       Norm     1Fam
## 136     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 137     AllPub    Inside       Gtl      Crawfor       Norm       Norm   Duplex
## 138     AllPub       FR2       Gtl      Crawfor       Norm       Norm     1Fam
## 139     AllPub    Inside       Mod      Blueste       Norm       Norm   TwnhsE
## 140     AllPub    Inside       Mod      Blueste       Norm       Norm   TwnhsE
## 141     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 142     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 143     AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 144     AllPub    Corner       Mod      Crawfor     Artery       Norm   TwnhsE
## 145     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 146     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 148     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 149     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 150     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 151     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 152     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 154     AllPub    Inside       Mod      MeadowV       Norm       Norm    Twnhs
## 155     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 156     AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 157     AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 158     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 159     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 160     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 161     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 162     AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 163     AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 164     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 165     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 166     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 167     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 169     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 170     AllPub   CulDSac       Gtl      StoneBr       Norm       Norm   TwnhsE
## 171     AllPub    Corner       Gtl      StoneBr       Norm       Norm     1Fam
## 172     AllPub    Corner       Gtl      StoneBr       Norm       Norm   TwnhsE
## 173     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 174     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 176     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 177     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 179     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 181     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 182     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 186     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 187     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 190     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 191     AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 192     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 193     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 194     AllPub       FR2       Gtl      NPkVill       Norm       Norm   TwnhsE
## 195     AllPub       FR2       Gtl      NPkVill       Norm       Norm    Twnhs
## 196     AllPub    Inside       Gtl      NPkVill       Norm       Norm    Twnhs
## 197     AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 198     AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 199     AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 201     AllPub    Inside       Gtl      NridgHt       PosN       Norm     1Fam
## 202     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 203     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 204     AllPub    Inside       Gtl      NridgHt       PosA       PosA     1Fam
## 205     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 206     AllPub       FR3       Gtl      NridgHt       Norm       Norm     1Fam
## 207     AllPub   CulDSac       Gtl      NridgHt       Norm       Norm     1Fam
## 208     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 209     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 210     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 211     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 212     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 213     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 214     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 215     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 216     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 217     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 218     AllPub    Inside       Mod      NridgHt       Norm       Norm     1Fam
## 219     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 220     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 221     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 222     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 223     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 224     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 225     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 226     AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 227     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 228     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 229     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 233     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 234     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 235     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 237     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 238     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 240     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 242     AllPub    Inside       Gtl      Somerst       PosN       Norm     1Fam
## 243     AllPub    Inside       Gtl      Somerst       PosN       Norm     1Fam
## 244     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 245     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 246     AllPub    Corner       Gtl      Somerst       PosN       PosN     1Fam
## 247     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 248     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 249     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 250     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 251     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 252     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 253     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 254     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 255     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 256     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 257     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 258     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 259     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 260     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 261     AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 262     AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 263     AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 264     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 265     AllPub   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam
## 266     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 267     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 268     AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 270     AllPub    Inside       Gtl      SawyerW       Norm       Norm   Duplex
## 271     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 276     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 279     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 282     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 283     AllPub       FR2       Gtl      Somerst       Norm       Norm   TwnhsE
## 285     AllPub    Inside       Gtl      Veenker       Norm       Norm     1Fam
## 286     AllPub       FR2       Mod      Veenker      Feedr       Norm     1Fam
## 288     AllPub    Inside       Gtl       NWAmes       PosA       Norm     1Fam
## 289     AllPub    Inside       Gtl       NWAmes      Feedr       Norm     1Fam
## 290     AllPub    Inside       Gtl       NWAmes      Feedr       Norm     1Fam
## 292     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 293     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 294     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 296     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 297     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 300     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 301     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 303     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 304     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 305     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 306     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 307     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 308     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 310     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 311     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 312     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 313     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 314     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 315     AllPub   CulDSac       Gtl        NAmes       Norm       Norm     1Fam
## 316     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 317     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 318     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 319     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 320     AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 321     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 322     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 323     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 324     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 325     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 326     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 327     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 328     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 329     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 330     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 331     AllPub    Corner       Gtl        NAmes     Artery       Norm   Duplex
## 332     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 333     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 334     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 335     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 336     AllPub    Inside       Mod        NAmes       Norm       Norm     1Fam
## 337     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 338     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 339     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 340     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 341     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 342     AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 343     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 344     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 345     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 346     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 347     AllPub    Inside       Gtl      OldTown       Norm       Norm   Duplex
## 348     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 349     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 350     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 351     AllPub    Corner       Gtl      OldTown     Artery       Norm   2fmCon
## 352     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 353     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 354     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 355     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 356     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 357     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 358     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 359     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 361     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 362     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 363     AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 365     AllPub    Inside       Gtl      BrkSide       RRAn       Norm     1Fam
## 366     AllPub    Corner       Gtl      BrkSide       Norm       Norm     1Fam
## 367     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 368     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 369     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 370     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 371     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 372     AllPub    Inside       Gtl      OldTown       Norm       Norm   Duplex
## 373     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 375     AllPub    Corner       Gtl      OldTown      Feedr       Norm   2fmCon
## 376     AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 377     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 378     AllPub    Inside       Gtl       IDOTRR     Artery       Norm   2fmCon
## 379     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 380     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 382     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 383     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 385     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 386     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 390     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 391     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 392     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 393     AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 394     AllPub    Inside       Gtl      SawyerW      Feedr       Norm     1Fam
## 395     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 396     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 397     AllPub       FR2       Gtl      SawyerW      Feedr       Norm     1Fam
## 398     AllPub    Inside       Gtl      SawyerW      Feedr       Norm   Duplex
## 399     AllPub    Inside       Gtl      SawyerW       Norm       Norm   Duplex
## 400     AllPub    Inside       Gtl      SawyerW      Feedr       Norm   Duplex
## 401     AllPub    Inside       Gtl      SawyerW       Norm       Norm   Duplex
## 405     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 406     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 407     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 408     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 409     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 410     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 411     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 412     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 414     AllPub    Inside       Mod      CollgCr       Norm       Norm     1Fam
## 415     AllPub    Inside       Gtl      CollgCr       PosN       Norm     1Fam
## 416     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 417     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 418     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 420     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 421     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 423     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 425     AllPub       FR3       Gtl      CollgCr      Feedr       Norm     1Fam
## 427     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 428     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 429     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 430     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 431     AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 432     AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 433     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 434     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 435     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 436     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 437     AllPub    Corner       Gtl        SWISU       Norm       Norm     1Fam
## 438     AllPub    Inside       Gtl        SWISU      Feedr       Norm     1Fam
## 439     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 440     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 441     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 442     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 444     AllPub    Inside       Gtl      Crawfor      Feedr       Norm     1Fam
## 445     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 446     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 447     AllPub    Corner       Mod      Crawfor       PosA       Norm     1Fam
## 448     AllPub    Inside       Gtl      Blueste       Norm       Norm    Twnhs
## 449     AllPub    Inside       Gtl      Blueste       Norm       Norm   TwnhsE
## 450     AllPub    Inside       Gtl      Blueste       Norm       Norm    Twnhs
## 453     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 454     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 455     AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 456     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 457     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 458     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 459     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 460     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 461     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 462     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 464     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 465     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 466     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 467     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 468     AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 469     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 470     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 471     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 472     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 473     AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 474     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 475     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 476     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 478     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 479     AllPub    Corner       Gtl      StoneBr       Norm       Norm     1Fam
## 480     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 481     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 483     AllPub    Inside       Mod      StoneBr       Norm       Norm   TwnhsE
## 484     AllPub    Corner       Gtl      StoneBr       Norm       Norm     1Fam
## 485     AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 487     AllPub    Inside       Gtl      StoneBr       PosN       PosN   TwnhsE
## 489     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 491     AllPub   CulDSac       Gtl       NWAmes       Norm       Norm     1Fam
## 492     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 493     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 494     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 495     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 497     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 499     AllPub       FR2       Gtl        NAmes       Norm       Norm   Duplex
## 500     AllPub       FR2       Gtl        NAmes       Norm       Norm     1Fam
## 501     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 502     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 503     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 504     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 505     AllPub       FR2       Gtl      NPkVill       Norm       Norm   TwnhsE
## 506     AllPub    Inside       Gtl      NPkVill       Norm       Norm    Twnhs
## 507     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 508     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 509     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 510     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 511     AllPub    Inside       Gtl      NridgHt       PosN       Norm     1Fam
## 512     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 513     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 514     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 515     AllPub    Inside       Mod      NridgHt       Norm       Norm     1Fam
## 516     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 517     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 518     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 519     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 520     AllPub    Corner       Gtl      NridgHt       Norm       Norm   TwnhsE
## 521     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 522     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 523     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 524     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 527     AllPub    Inside       Gtl      Blmngtn       Norm       Norm     1Fam
## 528     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 531     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 532     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 534     AllPub       FR2       Gtl      Gilbert       RRAn       Norm     1Fam
## 535     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 536     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 538     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 539     AllPub   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam
## 541     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 542     AllPub    Inside       Gtl      Somerst       RRAn       Norm     1Fam
## 543     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 544     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 545     AllPub    Corner       Gtl      Somerst      Feedr       Norm     1Fam
## 546     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 547     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 548     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 549     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 550     AllPub       FR2       Gtl      SawyerW       Norm       Norm     1Fam
## 551     AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 552     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 553     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 554     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 555     AllPub   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam
## 556     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 557     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 558     AllPub    Inside       Gtl       Sawyer       RRAe       Norm     1Fam
## 559     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 560     AllPub    Inside       Gtl       Sawyer       RRAe       Norm   2fmCon
## 561     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 562     AllPub    Inside       Gtl      Veenker       Norm       Norm     1Fam
## 563     AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 565     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 566     AllPub    Corner       Gtl      Somerst       Norm       Norm   TwnhsE
## 567     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 568     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 569     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 572     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 573     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 574     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 575     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 576     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 577     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 578     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 579     AllPub   CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE
## 581     AllPub    Inside       Gtl      Veenker       Norm       Norm     1Fam
## 584     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 586     AllPub    Inside       Gtl       NWAmes       RRAn       Norm   Duplex
## 587     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 588     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 589     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 591     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 592     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 594     AllPub    Inside       Mod      BrkSide       RRAn      Feedr     1Fam
## 595     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 596     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 597     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 598     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 599     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 600     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 601     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 602     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 603     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 604     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 606     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 607     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 608     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 609     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 610     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 611     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 612     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 613     AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 614     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 616     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 617     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 618     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 619     AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 620     AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 621     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 622     AllPub    Corner       Gtl        NAmes     Artery       Norm   Duplex
## 623     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 624     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 625     AllPub    Inside       Gtl        NAmes       PosN       Norm     1Fam
## 626     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 627     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 628     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 629     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 630     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 631     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 632     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 633     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 634     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 635     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 636     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 637     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 638     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 639     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 640     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 641     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 642     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 643     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 644     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 645     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 646     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 647     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 648     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 649     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 650     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 653     AllPub    Inside       Gtl      BrkSide      Feedr       Norm     1Fam
## 654     AllPub    Corner       Gtl      BrkSide      Feedr      Feedr     1Fam
## 655     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 656     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 657     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 658     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 659     AllPub    Inside       Mod      BrkSide       Norm       Norm     1Fam
## 660     AllPub       FR2       Gtl      BrkSide      Feedr       Norm     1Fam
## 661     AllPub       FR3       Gtl      BrkSide      Feedr       Norm     1Fam
## 662     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 664     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 665     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 666     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 667     AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 668     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 670     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 671     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 673     AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 674     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 675     AllPub    Inside       Gtl       IDOTRR       RRNe       Norm     1Fam
## 676     AllPub    Inside       Gtl       IDOTRR       Norm       Norm   2fmCon
## 677     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 679     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 680     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 684     AllPub    Inside       Gtl       Sawyer      Feedr       Norm   2fmCon
## 685     AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 686     AllPub    Inside       Gtl       Sawyer       PosA       Norm     1Fam
## 688     AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 690     AllPub   CulDSac       Gtl      ClearCr       Norm       Norm     1Fam
## 691     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 692     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 693     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 694     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 695     AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 697     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 699     AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 700     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 701     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 702     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 703     AllPub    Inside       Gtl      CollgCr       PosN       Norm     1Fam
## 706     AllPub    Inside       Mod      CollgCr       Norm       Norm     1Fam
## 709     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 710     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 713     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 717     AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 718     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 720     AllPub    Corner       Gtl      CollgCr       Norm       Norm   Duplex
## 721     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 722     AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 723     AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 724     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 725     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 726     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 728     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 729     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 730     AllPub    Corner       Gtl      Edwards       Norm       Norm   Duplex
## 731     AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 732     AllPub    Inside       Gtl      Edwards       Norm       Norm   2fmCon
## 733     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 734     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 735     AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 736     AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 737     AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 738     AllPub    Corner       Gtl        SWISU       Norm       Norm     1Fam
## 739     AllPub    Inside       Gtl        SWISU       Norm       Norm   Duplex
## 740     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 741     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 742     AllPub    Corner       Gtl      Crawfor       Norm       Norm     1Fam
## 746     AllPub    Corner       Gtl      Crawfor      Feedr       Norm     1Fam
## 747     AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 748     AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 749     AllPub   CulDSac       Gtl      Crawfor       Norm       Norm     1Fam
## 750     AllPub   CulDSac       Gtl      Blueste       Norm       Norm    Twnhs
## 751     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 752     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 753     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 754     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 755     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 756     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 757     AllPub    Inside       Mod       IDOTRR       Norm       Norm     1Fam
## 758     AllPub    Corner       Gtl       IDOTRR      Feedr       Norm     1Fam
## 759     AllPub    Corner       Gtl       IDOTRR      Feedr       Norm     1Fam
## 760     AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 761     AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 762     AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 765     AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 766     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 767     AllPub    Inside       Gtl       Timber       Norm       Norm   TwnhsE
## 768     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 769     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 770     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 771     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 772     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 773     AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 774     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 776     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 777     AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 778     AllPub    Corner       Gtl      Mitchel       Norm       Norm   Duplex
## 779     AllPub       FR2       Gtl      Mitchel      Feedr     Artery     1Fam
## 780     AllPub       FR2       Gtl      Mitchel       Norm       Norm   TwnhsE
## 781     AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 783     AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 784     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 785     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 787     AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 788     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 789     AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 790     AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 792     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 793     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 796     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 797     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 800     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 801     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 802     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 803     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 804     AllPub   CulDSac       Gtl      StoneBr       PosN       Norm     1Fam
## 805     AllPub       FR2       Gtl      Gilbert       Norm       Norm   2fmCon
## 806     AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 807     AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 808     AllPub    Inside       Gtl      StoneBr       PosA       PosA     1Fam
## 810     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 811     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 812     AllPub    Inside       Gtl       NWAmes       PosA       Norm     1Fam
## 813     AllPub       FR2       Gtl       NWAmes       Norm       Norm     1Fam
## 814     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 815     AllPub    Inside       Gtl       NWAmes       PosN       Norm     1Fam
## 816     AllPub   CulDSac       Gtl       NWAmes       PosN       Norm     1Fam
## 817     AllPub    Inside       Gtl       NWAmes       PosN       Norm     1Fam
## 818     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 819     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 821     AllPub    Inside       Gtl        NAmes       Norm       Norm   TwnhsE
## 822     AllPub       FR2       Gtl        NAmes       Norm       Norm   TwnhsE
## 823     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 824     AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 825     AllPub    Inside       Gtl      NPkVill       Norm       Norm    Twnhs
## 826     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 827     AllPub       FR2       Gtl      NridgHt       Norm       Norm     1Fam
## 828     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 829     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 830     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 831     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 832     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 833     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 834     AllPub   CulDSac       Gtl      NridgHt       Norm       Norm     1Fam
## 835     AllPub   CulDSac       Gtl      NridgHt       Norm       Norm     1Fam
## 836     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 837     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 838     AllPub    Corner       Mod      NridgHt       Norm       Norm     1Fam
## 839     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 840     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 842     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 843     AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 844     AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 845     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 846     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 847     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 848     AllPub    Inside       Gtl      NridgHt       Norm       Norm    Twnhs
## 849     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 850     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 851     AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 852     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 853     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 854     AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 855     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 856     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 857     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 858     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 859     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 860     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 862     AllPub    Inside       Gtl      Blmngtn       Norm       Norm     1Fam
## 863     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 864     AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 865     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 867     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 869     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 870     AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 871     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 872     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 873     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 874     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 875     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 876     AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 877     AllPub    Inside       Gtl      Somerst      Feedr       Norm     1Fam
## 878     AllPub    Inside       Gtl      Somerst      Feedr       Norm     1Fam
## 879     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 880     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 881     AllPub       FR2       Gtl      Somerst      Feedr       Norm     1Fam
## 882     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 883     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 884     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 885     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 886     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 887     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 888     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 889     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 890     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 891     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 892     AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 893     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 894     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 895     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 896     AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 897     AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 899     AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 900     AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 901     AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 903     AllPub   CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam
## 904     AllPub   CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam
## 905     AllPub       FR2       Gtl      Somerst       Norm       Norm   TwnhsE
## 906     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 907     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 908     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 909     AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 910     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 911     AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 912     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 914     AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 915     AllPub       FR2       Gtl      Veenker       Norm       Norm   TwnhsE
## 916     AllPub    Inside       Gtl      Veenker       Norm       Norm     1Fam
## 917     AllPub    Inside       Gtl      Veenker       Norm       Norm     1Fam
## 918     AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 919     AllPub    Inside       Gtl       NWAmes       PosA       Norm     1Fam
## 921     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 922     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 923     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 924     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 925     AllPub    Corner       Gtl       NWAmes       Norm       Norm     1Fam
## 926     AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 927     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 929     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 931     AllPub   CulDSac       Gtl        NAmes       Norm       Norm     1Fam
## 932     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 933     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 934     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 935     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 938     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 939     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 940     AllPub    Inside       Gtl      BrkSide      Feedr       Norm     1Fam
## 941     AllPub    Inside       Gtl      BrkSide       RRAn      Feedr     1Fam
## 942     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 943     AllPub    Corner       Gtl        NAmes       Norm       Norm   Duplex
## 945     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 946     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 947     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 948     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 949     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 950     AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 951     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 952     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 953     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 954     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 955     AllPub    Inside       Gtl        NAmes       Norm       Norm   Duplex
## 956     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 957     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 958     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 959     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 960     AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 961     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 963     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 965     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 966     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 967     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 968     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 969     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 970     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 971     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 973     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 974     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 975     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 976     AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 977     AllPub    Inside       Gtl        NAmes       PosN       Norm     1Fam
## 978     AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 979     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 980     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 981     AllPub    Corner       Gtl      OldTown     Artery       Norm     1Fam
## 982     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 983     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 984     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 985     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 986     AllPub    Inside       Gtl      OldTown     Artery       Norm     1Fam
## 988     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 989     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 990     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 991     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 992     AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 993     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 994     AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 995     AllPub    Inside       Mod      BrkSide       Norm       Norm     1Fam
## 996     AllPub    Inside       Gtl      BrkSide       RRNn     Artery     1Fam
## 997     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 998     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 999     AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1001    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1002    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1003    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1004    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1005    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1006    AllPub    Inside       Gtl      BrkSide       RRAn       Norm     1Fam
## 1008    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1009    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1010    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1011    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1012    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1013    AllPub    Inside       Gtl       IDOTRR       Norm       Norm   2fmCon
## 1014    AllPub    Corner       Gtl       IDOTRR     Artery       Norm     1Fam
## 1015    AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 1016    AllPub    Corner       Gtl        SWISU       Norm       Norm   2fmCon
## 1017    AllPub    Inside       Gtl       Sawyer       Norm       Norm   2fmCon
## 1018    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1019    AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 1020    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1022    AllPub       FR3       Gtl       Sawyer      Feedr       Norm   2fmCon
## 1023    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1026    AllPub    Inside       Mod       Sawyer       PosA       Norm     1Fam
## 1027    AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 1028    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1029    AllPub    Inside       Gtl       Sawyer       Norm       Norm     1Fam
## 1030    AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 1035    AllPub    Inside       Gtl      Edwards      Feedr       Norm     1Fam
## 1036    AllPub    Corner       Gtl      ClearCr       Norm       Norm     1Fam
## 1037    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1038    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1040    AllPub    Inside       Mod      Edwards       Norm       Norm   TwnhsE
## 1041    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1042    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1043    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1044    AllPub    Inside       Gtl      SawyerW      Feedr       Norm     1Fam
## 1045    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1046    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1047    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1048    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1049    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1050    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1051    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1052    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1054    AllPub    Inside       Sev      ClearCr       Norm       Norm     1Fam
## 1056    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1057    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1058    AllPub    Inside       Mod      CollgCr       Norm       Norm     1Fam
## 1059    AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 1060    AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 1061    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1063    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1064    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1065    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1066    AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 1067    AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 1068    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1069    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1070    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1072    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1073    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1074    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1077    AllPub   CulDSac       Mod      CollgCr       Norm       Norm     1Fam
## 1078    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1079    AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 1080    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1081    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1082    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1083    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1084    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1085    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1086    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1087    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1089    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1090    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1091    AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 1092    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1093    AllPub    Corner       Gtl      Edwards       Norm       Norm   Duplex
## 1094    AllPub    Inside       Gtl      Edwards       Norm       Norm   Duplex
## 1095    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1096    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1097    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1098    AllPub    Inside       Gtl        SWISU       Norm       Norm   Duplex
## 1099    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1100    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1101    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1102    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1103    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1104    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1105    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1106    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1107    AllPub    Inside       Gtl      Crawfor       Norm       Norm   2fmCon
## 1110    AllPub    Inside       Gtl      Blueste       Norm       Norm    Twnhs
## 1112    AllPub    Inside       Mod      Blueste       Norm       Norm   TwnhsE
## 1114    AllPub   CulDSac       Gtl      Crawfor       Norm       Norm     1Fam
## 1115    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1116    AllPub    Inside       Gtl       IDOTRR     Artery       Norm     1Fam
## 1117    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1118    AllPub    Inside       Gtl       IDOTRR     Artery       Norm     1Fam
## 1119    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1120    AllPub    Inside       Gtl       IDOTRR      Feedr       Norm   2fmCon
## 1121    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1122    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1123    AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 1125    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1126    AllPub   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam
## 1129    AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 1130    AllPub    Inside       Gtl       Timber       Norm       Norm   TwnhsE
## 1131    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1132    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1133    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1134    AllPub   CulDSac       Gtl       Timber       Norm       Norm     1Fam
## 1136    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1139    AllPub    Inside       Gtl       Timber       PosA       PosA     1Fam
## 1140    AllPub    Inside       Gtl      Mitchel     Artery       Norm     1Fam
## 1141    AllPub       FR3       Gtl      Mitchel       Norm       Norm   TwnhsE
## 1142    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1144    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1145    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1146    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1148    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1149    AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 1150    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1151    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1153    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1154    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1156    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1159    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1160    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1162    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1163    AllPub   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam
## 1164    AllPub   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam
## 1165    AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 1167    AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 1168    AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 1169    AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 1170    AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 1171    AllPub   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam
## 1172    AllPub    Corner       Gtl      StoneBr       Norm       Norm     1Fam
## 1173    AllPub    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE
## 1174    AllPub    Inside       Gtl      StoneBr       Norm       Norm     1Fam
## 1176    AllPub    Inside       Gtl       NWAmes       PosA       Norm     1Fam
## 1178    AllPub    Inside       Gtl      Somerst       RRAn       Norm     1Fam
## 1179    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1180    AllPub    Inside       Gtl       NWAmes       Norm       Norm     1Fam
## 1181    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1182    AllPub       FR2       Gtl        NAmes       Norm       Norm   TwnhsE
## 1183    AllPub    Inside       Gtl       BrDale       Norm       Norm   TwnhsE
## 1184    AllPub    Inside       Gtl       BrDale       Norm       Norm   TwnhsE
## 1185    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1186    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1187    AllPub    Inside       Gtl       BrDale       Norm       Norm    Twnhs
## 1188    AllPub    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE
## 1189    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1190    AllPub       FR2       Gtl      NPkVill       Norm       Norm    Twnhs
## 1191    AllPub    Inside       Gtl      NPkVill       Norm       Norm    Twnhs
## 1192    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1193    AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 1194    AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 1195    AllPub    Corner       Mod      NridgHt       Norm       Norm     1Fam
## 1196    AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 1197    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1198    AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 1199    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1200    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1201    AllPub    Inside       Gtl      NridgHt       Norm       Norm     1Fam
## 1202    AllPub    Corner       Gtl      NridgHt       Norm       Norm     1Fam
## 1204    AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 1205    AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 1206    AllPub    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE
## 1207    AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 1208    AllPub    Inside       Gtl      Gilbert       RRAn       Norm     1Fam
## 1209    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1210    AllPub    Corner       Gtl      Gilbert       Norm       Norm     1Fam
## 1211    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1212    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1215    AllPub    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE
## 1216    AllPub    Inside       Gtl      Gilbert       Norm       Norm     1Fam
## 1219    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1220    AllPub    Corner       Gtl      NoRidge       Norm       Norm     1Fam
## 1222    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1223    AllPub    Inside       Gtl      NoRidge       Norm       Norm     1Fam
## 1226    AllPub    Inside       Gtl      Somerst       RRAn       Norm     1Fam
## 1227    AllPub   CulDSac       Gtl      Somerst       RRAn       Norm     1Fam
## 1228    AllPub    Corner       Gtl      Somerst      Feedr       Norm     1Fam
## 1229    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1230    AllPub    Corner       Gtl      Somerst      Feedr       Norm     1Fam
## 1231    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1232    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1233    AllPub    Corner       Gtl      SawyerW       Norm       Norm     1Fam
## 1234    AllPub    Inside       Gtl      SawyerW       RRAe       Norm     1Fam
## 1235    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1236    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1237    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1238    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1239    AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 1240    AllPub    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE
## 1242    AllPub    Inside       Gtl       Sawyer       RRAe       Norm     1Fam
## 1243    AllPub    Inside       Gtl       Sawyer       RRAe       Norm   Duplex
## 1246    AllPub    Inside       Gtl       Sawyer       RRAe       Norm     1Fam
## 1251    AllPub    Corner       Gtl      Veenker       Norm       Norm     1Fam
## 1252    AllPub    Inside       Mod      NoRidge       Norm       Norm     1Fam
## 1253    AllPub    Inside       Gtl      Somerst       Norm       Norm   TwnhsE
## 1254    AllPub    Inside       Gtl      Somerst       Norm       Norm    Twnhs
## 1257    AllPub    Corner       Gtl      Somerst       Norm       Norm     1Fam
## 1258    AllPub    Inside       Gtl      Somerst       Norm       Norm     1Fam
## 1259    AllPub    Corner       Gtl       NWAmes       RRAn      Feedr   2fmCon
## 1260    AllPub    Inside       Gtl       NWAmes       RRAn       Norm     1Fam
## 1261    AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 1262    AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 1263    AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 1264    AllPub    Inside       Gtl        NAmes      Feedr       Norm     1Fam
## 1266    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1267    AllPub    Inside       Gtl        NAmes       RRAn       Norm   2fmCon
## 1269    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1270    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1271    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1272    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1273    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1274    AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 1275    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1276    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1277    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1280    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1281    AllPub    Corner       Gtl        NAmes      Feedr       Norm     1Fam
## 1283    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1284    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1285    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1286    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1287    AllPub    Corner       Gtl        NAmes       Norm       Norm     1Fam
## 1288    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1289    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1290    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1291    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1292    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1293    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1294    AllPub    Inside       Gtl      OldTown     Artery       Norm   2fmCon
## 1295    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1296    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1297    AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 1298    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1299    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1300    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1301    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1302    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1303    AllPub    Inside       Gtl        NAmes       PosA       Norm     1Fam
## 1304    AllPub    Corner       Gtl        NAmes       PosA       Norm     1Fam
## 1306    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1307    AllPub    Corner       Gtl        NAmes       Norm       Norm   Duplex
## 1308    AllPub    Corner       Gtl        NAmes       Norm       Norm   Duplex
## 1309    AllPub    Inside       Gtl        NAmes       Norm       Norm     1Fam
## 1310    AllPub    Corner       Gtl        NAmes     Artery       Norm     1Fam
## 1311    AllPub    Inside       Gtl        NAmes     Artery       Norm     1Fam
## 1312    AllPub    Inside       Gtl        NAmes     Artery       Norm   2fmCon
## 1313    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1314    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1315    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1316    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1317    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1318    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1319    AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 1320    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1321    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1322    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1323    AllPub    Inside       Mod      OldTown       Norm       Norm     1Fam
## 1324    AllPub    Inside       Gtl      OldTown       Norm       Norm   2fmCon
## 1325    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1326    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1327    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1328    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1329    AllPub    Corner       Gtl      OldTown       Norm       Norm     1Fam
## 1330    AllPub    Inside       Gtl      OldTown       Norm       Norm   Duplex
## 1331    AllPub    Inside       Gtl      OldTown       Norm       Norm     1Fam
## 1332    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1333    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1334    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1335    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1336    AllPub    Inside       Gtl      BrkSide       Norm       Norm     1Fam
## 1337    AllPub    Inside       Gtl      OldTown       RRAn      Feedr     1Fam
## 1338    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1339    AllPub       FR3       Gtl       IDOTRR       Norm       Norm     1Fam
## 1340    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1341    AllPub    Corner       Gtl       IDOTRR       Norm       Norm     1Fam
## 1342    AllPub    Inside       Gtl       Sawyer      Feedr       Norm     1Fam
## 1343    AllPub    Corner       Gtl       Sawyer      Feedr      Feedr   Duplex
## 1344    AllPub       FR2       Gtl       Sawyer       Norm       Norm     1Fam
## 1345    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1346    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1347    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1349    AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 1350    AllPub    Corner       Gtl       Sawyer       Norm       Norm     1Fam
## 1354    AllPub    Inside       Gtl       Sawyer       Norm       Norm   Duplex
## 1357    AllPub    Inside       Mod      ClearCr       Norm       Norm     1Fam
## 1358    AllPub    Corner       Gtl       Sawyer      Feedr       Norm     1Fam
## 1360    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1361    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1362    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1363    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1364    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1365    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1366    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1367    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1368    AllPub    Inside       Gtl      SawyerW       Norm       Norm     1Fam
## 1369    AllPub    Inside       Gtl      SawyerW       Norm       Norm   Duplex
## 1370    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1371    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1372    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1373    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1374    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1375    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1376    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1377    AllPub    Inside       Gtl      ClearCr       Norm       Norm     1Fam
## 1378    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1379    AllPub    Inside       Gtl      CollgCr       PosN       Norm     1Fam
## 1381    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1382    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1383    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1384    AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 1385    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1387    AllPub   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam
## 1389    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1390    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1392    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1393    AllPub    Corner       Gtl      CollgCr       Norm       Norm     1Fam
## 1394    AllPub    Inside       Gtl      CollgCr       Norm       Norm   TwnhsE
## 1395    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1396    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1397    AllPub    Inside       Gtl      CollgCr       Norm       Norm     1Fam
## 1398    AllPub       FR2       Gtl      CollgCr       Norm       Norm     1Fam
## 1399    AllPub    Inside       Gtl      Edwards      Feedr       Norm     1Fam
## 1400    AllPub   CulDSac       Gtl      Edwards       Norm       Norm   Duplex
## 1401    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1402    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1403    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1404    AllPub    Corner       Gtl      Edwards       Norm       Norm     1Fam
## 1405    AllPub    Inside       Gtl      Edwards       Norm       Norm   TwnhsE
## 1406    AllPub    Inside       Gtl      Edwards       Norm       Norm    Twnhs
## 1407    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1408    AllPub    Corner       Gtl      Edwards     Artery       Norm     1Fam
## 1409    AllPub       FR2       Gtl      Edwards      Feedr       Norm     1Fam
## 1410    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1411    AllPub    Inside       Gtl      Edwards       Norm       Norm     1Fam
## 1412    AllPub    Inside       Gtl      Edwards      Feedr       Norm     1Fam
## 1413    AllPub    Inside       Mod      Edwards       Norm       Norm     1Fam
## 1414    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1415    AllPub    Corner       Gtl        SWISU      Feedr       Norm   2fmCon
## 1416    AllPub    Inside       Gtl        SWISU      Feedr       Norm     1Fam
## 1417    AllPub    Corner       Gtl        SWISU       Norm       Norm     1Fam
## 1418    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1419    AllPub    Inside       Gtl        SWISU       Norm       Norm     1Fam
## 1420    AllPub    Corner       Gtl        SWISU       Norm       Norm     1Fam
## 1421    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1422    AllPub    Inside       Mod      Crawfor       Norm       Norm     1Fam
## 1423    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1424    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1425    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1426    AllPub    Inside       Gtl      Crawfor       Norm       Norm     1Fam
## 1427    AllPub    Inside       Gtl       IDOTRR     Artery       Norm     1Fam
## 1428    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1429    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1430    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1431    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1432    AllPub    Inside       Gtl       IDOTRR      Feedr       Norm     1Fam
## 1433    AllPub    Inside       Gtl       IDOTRR       Norm       Norm   2fmCon
## 1434    AllPub    Inside       Gtl       IDOTRR       Norm       Norm     1Fam
## 1435    AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 1436    AllPub    Inside       Mod      Crawfor       Norm       Norm   TwnhsE
## 1437    AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 1438    AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 1439    AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 1440    AllPub    Corner       Gtl      Mitchel       Norm       Norm     1Fam
## 1443    AllPub    Corner       Gtl       Timber       Norm       Norm     1Fam
## 1444    AllPub    Inside       Gtl       Timber       Norm       Norm     1Fam
## 1445    AllPub    Inside       Gtl      Mitchel     Artery       Norm     1Fam
## 1446    AllPub    Inside       Gtl      Mitchel       Norm       Norm   Duplex
## 1447    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1448    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1450    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1451    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1452    AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
## 1453    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1454    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1455    AllPub    Inside       Gtl      MeadowV       Norm       Norm    Twnhs
## 1456    AllPub    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE
## 1457    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1458    AllPub    Inside       Gtl      Mitchel       Norm       Norm     1Fam
## 1459    AllPub    Inside       Mod      Mitchel       Norm       Norm     1Fam
##      HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle
## 1        1Story           5           6      1961         1961     Gable
## 2        1Story           6           6      1958         1958       Hip
## 3        2Story           5           5      1997         1998     Gable
## 4        2Story           6           6      1998         1998     Gable
## 5        1Story           8           5      1992         1992     Gable
## 6        2Story           6           5      1993         1994     Gable
## 8        2Story           6           5      1998         1998     Gable
## 9        1Story           7           5      1990         1990     Gable
## 10       1Story           4           5      1970         1970     Gable
## 11       1Story           7           5      1999         1999     Gable
## 12       2Story           6           5      1971         1971     Gable
## 13       2Story           5           5      1971         1971     Gable
## 14       2Story           6           6      1975         1975     Gable
## 15       1Story           7           6      1975         1975     Gable
## 16       2Story           9           5      2009         2010     Gable
## 17       1Story           8           5      2009         2010     Gable
## 18       1Story           9           5      2005         2005       Hip
## 19       1Story           8           5      2005         2006       Hip
## 20       1Story           9           5      2003         2004       Hip
## 21       2Story           8           5      2002         2002     Gable
## 22       1Story           8           5      2006         2006     Gable
## 23       1Story           6           5      2005         2005     Gable
## 24       1Story           7           5      2006         2006     Gable
## 25         SLvl           7           5      2004         2004     Gable
## 26       2Story           7           5      2004         2004     Gable
## 27       2Story           8           5      1998         1998       Hip
## 28       1Story           8           5      2005         2006     Gable
## 29       1Story           7           5      2009         2010       Hip
## 30       1Story           6           5      2005         2005     Gable
## 31       2Story           7           5      2004         2004     Gable
## 32       1Story           5           5      1920         1950     Gable
## 33       1Story           6           6      1974         2002       Hip
## 34       2Story           8           5      1993         1993     Gable
## 35       2Story           8           5      1992         1993     Gable
## 36       1Story           7           5      2004         2005     Gable
## 37       2Story           7           5      2004         2004     Gable
## 38       2Story           7           5      2004         2004     Gable
## 39       2Story           7           5      2004         2005     Gable
## 40       2Story           6           5      2005         2005     Gable
## 43       1Story           8           5      2010         2010     Gable
## 44       2Story           8           5      2000         2000     Gable
## 45       1Story           7           5      2002         2002     Gable
## 47       2Story           6           5      1993         1993     Gable
## 49       2Story           6           6      1971         1971     Gable
## 50       1Story           5           5      1966         1966       Hip
## 51       1Story           5           5      1966         1966       Hip
## 52       1Story           5           6      1967         1967     Gable
## 54       1Story           5           6      1962         2001       Hip
## 55       1.5Fin           5           7      1952         2002     Gable
## 56       1.5Fin           6           6      1949         1950     Gable
## 57       SFoyer           6           8      1966         2008     Gable
## 58       1Story           5           5      1958         1958     Gable
## 59       1Story           7           5      2003         2009     Gable
## 61       1Story           5           5      1959         1959       Hip
## 62       1Story           6           5      1959         1959     Gable
## 63       1.5Fin           4           5      1956         1956     Gable
## 64       1Story           5           7      1952         1952     Gable
## 65       1Story           5           6      1955         1955     Gable
## 66       1Story           5           5      1958         1958     Gable
## 67       1Story           4           7      1920         1994     Gable
## 68       1.5Fin           6           8      1948         2004     Gable
## 69       1Story           5           6      1960         1960     Gable
## 70       1Story           6           7      1963         1984       Hip
## 71       1.5Fin           4           5      1900         1954       Hip
## 72       1Story           5           7      1920         1950     Gable
## 73       1Story           5           7      1957         1957       Hip
## 74       1.5Fin           6           7      1938         2000     Gable
## 75       1.5Fin           5           7      1948         2009     Gable
## 77       1Story           2           2      1923         1970     Gable
## 78       2Story           8           9      1900         2003     Gable
## 79       2Story           8           9      1890         2002     Gable
## 80       2Story           5           3      1910         1950     Gable
## 81       2Story           6           7      1922         1994     Gable
## 82       1.5Fin           5           6      1950         1997     Gable
## 84       1Story           4           7      1925         1950     Gable
## 85       1.5Fin           6           7      1939         1950     Gable
## 86       1.5Fin           6           6      1940         1950     Gable
## 87       1.5Fin           5           6      1942         1950     Gable
## 88       1.5Fin           6           7      1948         1950     Gable
## 89       1.5Fin           5           7      1936         1980     Gable
## 90       1.5Fin           5           5      1930         1950     Gable
## 91       1Story           6           5      1923         1950     Gable
## 92       1.5Fin           4           5      1915         1950     Gable
## 93       2Story           6           8      1912         2009     Gable
## 94       2Story           6           8      1920         1993     Gable
## 95       1Story           5           5      1959         1959     Gable
## 96       1.5Fin           5           3      1917         1950     Gable
## 97       1.5Fin           5           4      1915         1950     Gable
## 98       1.5Fin           6           5      1940         1950     Gable
## 100      1.5Fin           5           7      1910         1950     Gable
## 101      1Story           4           3      1967         1967     Gable
## 102      1Story           5           7      1966         2008       Hip
## 103      1Story           5           5      1968         1968       Hip
## 105      2Story           5           5      1968         1968     Gable
## 107      1Story           4           4      1927         1950     Gable
## 109      1.5Fin           3           4      1938         1990     Gable
## 110      1Story           6           7      1950         1987     Gable
## 111      1.5Fin           4           6      1947         1979     Gable
## 112      1Story           5           7      1954         1998     Gable
## 113      1Story           7           5      2009         2010     Gable
## 115      1Story           7           5      1987         1987     Gable
## 116      2Story           6           7      1993         1993     Gable
## 117      1Story           7           5      2010         2010     Gable
## 118      1.5Fin           6           8      1900         1993     Gable
## 119      SFoyer           5           5      1996         1996     Gable
## 121      1Story           5           8      1977         2004     Gable
## 122      1Story           5           6      1972         1972     Gable
## 123      1Story           8           5      2003         2003       Hip
## 124      2Story           7           5      1997         1997     Gable
## 126      1Story           3           6      1945         2007     Gable
## 127      1Story           5           6      1954         1954     Gable
## 128      1Story           5           6      1968         1968     Gable
## 129      1.5Fin           4           5      1948         1950     Gable
## 130        SLvl           6           6      1975         1975     Gable
## 131      1Story           4           5      1958         1958       Hip
## 132      1Story           5           6      1924         1999     Gable
## 134      2Story           4           6      1967         1967      Flat
## 135      1.5Fin           5           2      1931         1950     Gable
## 136      1.5Fin           7           6      1941         1985     Gable
## 137      2Story           5           6      1950         1991     Gable
## 138        SLvl           7           6      1994         2007     Gable
## 139      1Story           8           6      1989         1989     Gable
## 140      1Story           8           5      1989         1989     Gable
## 141      1Story           2           5      1941         1950     Gable
## 142      1.5Fin           6           5      1921         1975     Gable
## 143      1Story           4           7      1896         1950       Hip
## 144      1Story           8           5      2004         2005       Hip
## 145      2Story           8           5      1998         1999     Gable
## 146        SLvl           6           7      1977         1977     Gable
## 148      1Story           7           5      2008         2008     Gable
## 149      1Story           7           5      2009         2010     Gable
## 150      2Story           5           5      2006         2007     Gable
## 151      1Story           5           5      1965         1977       Hip
## 152      1Story           5           5      2004         2005     Gable
## 154      1Story           5           6      1973         1973     Gable
## 155      2Story           4           7      1970         1970     Gable
## 156      2Story           4           4      1970         1970     Gable
## 157      2Story           4           6      1972         1972     Gable
## 158      1Story           5           7      1971         2004     Gable
## 159      1Story           5           7      1984         1984     Gable
## 160      2Story           5           2      1985         1986     Gable
## 161      2Story           5           5      1991         1991     Gable
## 162      1.5Fin           5           5      1969         1969     Gable
## 163      1Story           8           5      1994         1995       Hip
## 164      2Story           6           5      1993         1994     Gable
## 165      1Story           6           5      1956         1956     Gable
## 166      1Story           6           5      1974         1974       Hip
## 167      2Story           6           5      1997         1997     Gable
## 169        SLvl           7           5      1996         1997     Gable
## 170      1Story           8           5      2004         2005     Gable
## 171      1Story           8           5      1998         1998     Gable
## 172      1Story           8           5      1995         1996     Gable
## 173        SLvl           7           5      1998         1998     Gable
## 174      2Story           6           5      1998         1999     Gable
## 176      1Story           6           5      1993         1993     Gable
## 177      2Story           5           6      1977         1977     Gable
## 179      1Story           6           6      1978         1986     Gable
## 181      1Story           6           5      1978         1998     Gable
## 182      2Story           7           5      2003         2003     Gable
## 186      1Story           6           6      1974         1974       Hip
## 187      1Story           7           5      1975         1975     Gable
## 190      1Story           4           6      1970         1970     Gable
## 191      1Story           4           7      1971         2006     Gable
## 192      2Story           6           5      1973         1973     Gable
## 193      2Story           6           6      1972         1972     Gable
## 194      2Story           6           5      1976         1976     Gable
## 195      1Story           7           5      1975         1975     Gable
## 196      2Story           6           5      1977         1977     Gable
## 197      2Story           6           5      1978         1978     Gable
## 198      2Story           6           5      1978         1978     Gable
## 199      1Story           7           6      1976         1976     Gable
## 201      2Story           9           5      2007         2007       Hip
## 202      2Story           9           5      2009         2009     Gable
## 203      1Story           9           5      2008         2008       Hip
## 204      1Story          10           5      2007         2007       Hip
## 205      1Story           9           5      2008         2008     Gable
## 206      1Story           8           5      2004         2005       Hip
## 207      2Story           8           5      2007         2007     Gable
## 208      1Story           9           5      2008         2008       Hip
## 209      1Story           9           5      2006         2006     Gable
## 210      1Story           9           5      2008         2008       Hip
## 211      1Story           7           5      2003         2004       Hip
## 212      1Story           9           5      2003         2003       Hip
## 213      2Story           8           5      2003         2004     Gable
## 214      1Story           8           5      2006         2006     Gable
## 215      1Story           6           5      2005         2005     Gable
## 216      1Story           6           5      2005         2005     Gable
## 217      1Story           7           5      2007         2008     Gable
## 218      1Story          10           5      2004         2005       Hip
## 219      1Story           8           5      2003         2004       Hip
## 220      1Story           9           5      2008         2009       Hip
## 221      1Story           9           5      2008         2008       Hip
## 222      1Story           8           5      2002         2003       Hip
## 223      1Story           7           5      2003         2003     Gable
## 224      2Story           7           5      2005         2005     Gable
## 225      2Story           6           5      2005         2006     Gable
## 226      1Story           7           5      2005         2006     Gable
## 227        SLvl           7           5      2004         2005     Gable
## 228      2Story           7           5      2004         2005     Gable
## 229      2Story           7           5      2004         2004     Gable
## 233        SLvl           7           5      2004         2004     Gable
## 234      2Story           6           5      2000         2000     Gable
## 235        SLvl           7           5      1999         2000     Gable
## 237        SLvl           7           6      1999         1999     Gable
## 238      2Story           8           5      2000         2000     Gable
## 240      2Story           7           5      1995         1996     Gable
## 242      1Story           8           5      2008         2008     Gable
## 243      1Story           8           5      2008         2008     Gable
## 244      1Story           8           5      2007         2007     Gable
## 245      1Story           8           5      2006         2006       Hip
## 246      1Story           9           5      2005         2006       Hip
## 247      1Story           7           5      2008         2009     Gable
## 248      1Story           7           5      2008         2008       Hip
## 249      1Story           9           5      2007         2008     Gable
## 250      1Story           8           5      2006         2007     Gable
## 251      2Story           8           5      2006         2006       Hip
## 252      1Story           8           5      2008         2009       Hip
## 253      1Story           7           5      2006         2007     Gable
## 254      1Story           7           5      2003         2004     Gable
## 255      2Story           7           5      2003         2003     Gable
## 256      1Story           7           6      2007         2007     Gable
## 257      1Story           7           5      2006         2006     Gable
## 258      1Story           6           5      2004         2004     Gable
## 259      2Story           7           5      2004         2004     Gable
## 260      1Story           8           5      2004         2004     Gable
## 261      1Story           7           5      2004         2005     Gable
## 262      1Story           5           5      2004         2004     Gable
## 263      1Story           5           5      2003         2004     Gable
## 264      1Story           7           5      2008         2009     Gable
## 265      2Story           7           5      1996         1997     Gable
## 266      2Story           6           6      1992         1992     Gable
## 267      1Story           6           5      1990         1991     Gable
## 268      2Story           7           5      1994         1994     Gable
## 270      2Story           6           7      1981         1981     Gable
## 271      1Story           5           5      1962         1962       Hip
## 276      1Story           5           6      1962         1962     Gable
## 279      2Story           7           5      2004         2005     Gable
## 282      2Story           6           5      2000         2000     Gable
## 283      2Story           7           5      1999         1999       Hip
## 285      1Story           7           5      1981         1981     Gable
## 286        SLvl           8           5      1976         1976     Gable
## 288      2Story           6           7      1967         1997     Gable
## 289      1Story           5           5      1969         1969     Gable
## 290      1Story           6           5      1969         1969     Gable
## 292      1Story           5           6      1967         1967     Gable
## 293      1Story           5           5      1967         1967       Hip
## 294      2Story           7           5      1974         1974     Gable
## 296      1Story           4           7      1960         1960     Gable
## 297      1Story           5           7      1959         1959       Hip
## 300      1Story           5           6      1961         1995     Gable
## 301      1Story           5           5      1964         1964     Gable
## 303        SLvl           6           6      1961         1961       Hip
## 304      1Story           5           5      1955         1955     Gable
## 305      1Story           6           5      1967         1967     Gable
## 306      1Story           6           6      1961         1961       Hip
## 307      1Story           6           8      1966         2008     Gable
## 308      1Story           5           7      1956         1956     Gable
## 310      1Story           6           8      1959         1998       Hip
## 311      1Story           5           5      1956         1956     Gable
## 312      1Story           5           5      1955         1955     Gable
## 313      1Story           4           5      1956         1956     Gable
## 314      1Story           5           4      1958         1958       Hip
## 315      1Story           6           7      1954         1954       Hip
## 316      1Story           5           5      1951         1951       Hip
## 317      1Story           5           6      1945         1950     Gable
## 318      1Story           5           8      1952         2005       Hip
## 319      1Story           5           5      1953         1953       Hip
## 320      2Story           7           7      1948         1999     Gable
## 321      1Story           5           6      1950         1950     Gable
## 322      1Story           3           5      1958         1958     Gable
## 323      2Story           5           7      1939         2006     Gable
## 324      2Story           4           8      1900         2003     Gable
## 325      1Story           5           7      1925         1950     Gable
## 326      1.5Fin           4           5      1915         1950     Gable
## 327      2Story           7           9      1910         2008     Gable
## 328      1Story           2           5      1940         1950     Gable
## 329      1Story           5           7      1920         1950     Gable
## 330      1Story           3           5      1890         1998     Gable
## 331      2Story           6           5      1969         1969     Gable
## 332      1Story           6           7      1963         1963     Gable
## 333      1Story           6           4      1967         1967     Gable
## 334      1Story           6           9      1958         2007       Hip
## 335      1Story           6           6      1957         1957       Hip
## 336      1Story           6           6      1958         1958      Flat
## 337      1.5Fin           6           5      1950         1950     Gable
## 338      1Story           5           6      1958         1958       Hip
## 339      1Story           5           7      1952         1952     Gable
## 340        SLvl           5           5      1959         1959     Gable
## 341      1.5Fin           4           7      1949         1996     Gable
## 342      1.5Fin           6           7      1948         1994     Gable
## 343      2Story           6           5      1964         1964     Gable
## 344      SFoyer           5           7      1978         1978     Gable
## 345      1Story           6           6      1963         1963       Hip
## 346      1.5Fin           6           8      1935         1998     Gable
## 347      2Story           6           5      1910         1950     Gable
## 348      1.5Fin           5           8      1910         2003     Gable
## 349      2Story           5           8      1910         2002     Gable
## 350      2Story           5           6      1939         1950     Gable
## 351      2Story           4           6      1920         1950     Gable
## 352      1.5Fin           5           5      1910         1950     Gable
## 353      1.5Fin           5           7      1950         1970     Gable
## 354      1Story           4           6      1920         1950     Gable
## 355      1Story           2           4      1940         1950     Gable
## 356      1Story           5           8      1923         1950     Gable
## 357      2Story           4           4      1910         1950     Gable
## 358      2Story           6           7      1900         1950     Gable
## 359      2Story           6           7      1917         2007     Gable
## 361      1.5Fin           6           6      1920         1950     Gable
## 362      2Story           6           7      1910         2002     Gable
## 363      1Story           3           3      1900         1950   Mansard
## 365      1.5Fin           5           7      1930         1982     Gable
## 366      1.5Fin           5           5      1924         1950     Gable
## 367      1Story           5           6      1925         1999     Gable
## 368      1.5Fin           5           6      1938         1950     Gable
## 369      1Story           5           5      1925         1950       Hip
## 370      2Story           6           6      1915         1950     Gable
## 371      2Story           7           8      1915         1994     Gable
## 372      2Story           5           1      1922         1950       Hip
## 373      2Story           6           5      1927         1950     Gable
## 375      2.5Unf           7           5      1902         2000     Gable
## 376      1.5Fin           6           6      1927         1950     Gable
## 377      SFoyer           4           6      1923         1950       Hip
## 378      2Story           6           7      1915         1965     Gable
## 379      1Story           4           9      1946         2001     Gable
## 380      1Story           5           5      1987         1988     Gable
## 382      1.5Fin           5           3      1934         1950     Gable
## 383      1Story           5           6      1967         1967       Hip
## 385        SLvl           5           5      1961         1961       Hip
## 386        SLvl           6           5      1960         1960       Hip
## 390      1Story           5           5      1956         1956       Hip
## 391      2Story           6           7      1946         1950       Hip
## 392      1Story           5           6      1954         1954     Gable
## 393      1Story           5           5      1984         1984     Gable
## 394        SLvl           7           6      1990         1991     Gable
## 395        SLvl           6           5      1983         1983     Gable
## 396      2Story           7           5      1993         1994     Gable
## 397      2Story           5           7      1880         2007     Gable
## 398      2Story           5           5      1979         1979     Gable
## 399      1Story           5           5      1979         1979     Gable
## 400      SFoyer           5           5      1979         1979     Gable
## 401      1Story           5           5      1979         1979     Gable
## 405      1Story           9           5      2009         2009       Hip
## 406      1Story           9           5      2008         2008     Gable
## 407      1Story           8           5      2008         2008     Gable
## 408      1Story           8           5      2007         2008       Hip
## 409      1Story           7           5      2007         2007     Gable
## 410      1Story           8           5      2008         2008     Gable
## 411      1Story           8           5      2005         2006     Gable
## 412      2Story           6           5      2005         2006     Gable
## 414      1Story           5           7      1994         1994     Gable
## 415      1Story           7           5      1998         1998     Gable
## 416      2Story           6           5      1998         1998     Gable
## 417      1Story           7           5      2002         2001     Gable
## 418      1Story           7           5      2001         2001     Gable
## 420      1Story           5           7      1979         1979     Gable
## 421      1Story           7           5      2002         2002       Hip
## 423      2Story           7           5      2002         2002     Gable
## 425      1Story           8           5      1999         2000     Gable
## 427      1Story           7           5      1997         1998     Gable
## 428      1Story           8           5      2007         2007     Gable
## 429      2Story           6           5      2007         2007     Gable
## 430      1Story           4           6      1960         1971     Gable
## 431      SFoyer           6           5      2005         2006     Gable
## 432      1Story           4           5      1959         1959     Gable
## 433      1Story           5           5      1950         1950     Gable
## 434      1Story           5           5      1959         1959       Hip
## 435      1Story           5           5      1956         1956       Hip
## 436      1.5Fin           5           6      1941         1950     Gable
## 437      1.5Fin           5           4      1938         1950     Gable
## 438      2Story           6           6      1935         1950     Gable
## 439      1Story           6           8      1916         2000     Gable
## 440      2Story           7           8      1918         1990   Gambrel
## 441      1.5Fin           5           6      1940         1950     Gable
## 442      1Story           5           4      1960         1960     Gable
## 444      1Story           5           6      1954         1954     Gable
## 445      1Story           6           6      1960         1960     Gable
## 446      1.5Fin           5           7      1949         2005     Gable
## 447      1Story           6           5      1954         1954     Gable
## 448      2Story           6           6      1980         1980     Gable
## 449      2Story           6           6      1980         1992     Gable
## 450      2Story           6           6      1980         1980     Gable
## 453      2Story           5           6      1900         1993   Gambrel
## 454      1Story           4           6      1925         1950     Gable
## 455      1Story           8           5      2007         2008       Hip
## 456      1Story           2           4      1910         1950     Gable
## 457      2Story           8           5      2000         2001     Gable
## 458      SFoyer           6           6      1977         1977     Gable
## 459      SFoyer           6           7      1977         1977     Gable
## 460      1Story           5           5      1991         1991     Gable
## 461      1Story           9           5      2008         2008     Gable
## 462      1Story           9           5      2008         2008     Gable
## 464        SLvl           7           5      1987         1989       Hip
## 465      2Story           7           5      2003         2003     Gable
## 466      1Story           9           5      2007         2007       Hip
## 467      1Story           5           7      1968         1968     Gable
## 468      1Story           5           5      1969         2000       Hip
## 469      SFoyer           5           8      1972         1972     Gable
## 470        SLvl           6           5      1993         1996     Gable
## 471      SFoyer           5           6      1992         1993     Gable
## 472      2Story           5           5      1992         1992     Gable
## 473      2Story           5           7      1969         1969     Gable
## 474      2Story           6           5      1997         1998     Gable
## 475      2Story           6           5      1995         1996     Gable
## 476      2Story           6           5      1998         1998     Gable
## 478      1Story           5           5      1996         1997     Gable
## 479      1Story           8           5      1997         1997     Gable
## 480      1Story           8           5      1992         1992     Gable
## 481      2Story           6           5      1998         1998     Gable
## 483      1Story           8           5      1989         1989     Gable
## 484      2Story           8           5      2005         2005     Gable
## 485      1Story           9           5      2004         2004       Hip
## 487      1Story           9           5      2007         2007       Hip
## 489      1Story           7           6      1988         1988     Gable
## 491      1Story           7           5      1978         1978       Hip
## 492      1Story           7           5      1979         1979       Hip
## 493      1Story           6           5      1976         1976       Hip
## 494      2Story           7           6      1980         1988     Gable
## 495      2Story           5           6      1969         1969     Gable
## 497      1Story           6           5      1976         1976     Gable
## 499      2Story           5           5      1974         1974     Gable
## 500      1Story           4           6      1969         1969     Gable
## 501      1Story           5           5      1971         1971       Hip
## 502      2Story           6           5      1973         1973     Gable
## 503      2Story           6           6      1972         1972     Gable
## 504      2Story           5           5      1972         1972     Gable
## 505      2Story           6           6      1975         1975     Gable
## 506      1Story           7           6      1977         1977     Gable
## 507      1Story           8           5      2007         2007       Hip
## 508      1Story           8           5      2007         2007       Hip
## 509      1Story           9           5      2007         2007       Hip
## 510      2Story           9           5      2006         2006       Hip
## 511      2Story          10           5      2005         2006       Hip
## 512      2Story           9           5      2005         2005     Gable
## 513      2Story           8           5      2007         2007       Hip
## 514      2Story           8           5      2004         2004     Gable
## 515      1Story          10           5      2003         2003       Hip
## 516      1Story           8           5      2003         2004     Gable
## 517      2Story           8           5      2001         2002     Gable
## 518      2Story           8           5      2003         2003     Gable
## 519      1Story           9           5      2008         2008       Hip
## 520      1Story           7           5      2005         2005     Gable
## 521      1Story           9           5      2007         2008       Hip
## 522      1Story           8           5      2006         2007       Hip
## 523      1Story           8           5      2006         2007       Hip
## 524      2Story           7           5      2003         2004     Gable
## 527      1Story           7           5      2007         2008     Gable
## 528      2Story           6           5      2004         2004     Gable
## 531      1Story           7           6      2007         2008     Gable
## 532      2Story           7           5      2000         2001     Gable
## 534      2Story           7           5      1999         2000     Gable
## 535      2Story           7           5      1999         1999     Gable
## 536      2.5Unf           8           5      1997         1997       Hip
## 538      1Story           8           5      1998         1998     Gable
## 539      2Story           7           5      1996         1997     Gable
## 541      2Story           7           5      1993         1994       Hip
## 542      1Story           7           5      2006         2006     Gable
## 543      2Story           8           5      2007         2007     Gable
## 544      2Story           8           5      2007         2008       Hip
## 545      1Story           8           5      2006         2007       Hip
## 546      1Story           8           5      2007         2008     Gable
## 547      1Story           8           5      2007         2007     Gable
## 548      1Story           7           5      2007         2008     Gable
## 549      2Story           6           5      2003         2003     Gable
## 550      2Story           7           5      2003         2004     Gable
## 551      1Story           6           5      2005         2006     Gable
## 552      1Story           7           5      2007         2007     Gable
## 553      2Story           6           5      1995         1995     Gable
## 554      2Story           6           5      1993         1994     Gable
## 555      2Story           7           5      1994         1995     Gable
## 556      2Story           6           5      2001         2001     Gable
## 557      2Story           7           5      1992         1992     Gable
## 558      1Story           5           5      1963         1963       Hip
## 559      1Story           5           8      1961         2007     Gable
## 560      1Story           5           5      1968         1968     Gable
## 561      1Story           5           5      1963         1963       Hip
## 562      1Story           6           5      1974         1974     Gable
## 563      1.5Fin           5           4      1972         1972     Gable
## 565      1.5Fin           9           5      1993         1994       Hip
## 566      1Story           7           5      2004         2005     Gable
## 567      2Story           6           5      2005         2005     Gable
## 568      2Story           7           5      2007         2007     Gable
## 569      2Story           6           5      1999         1999     Gable
## 572      1Story           9           5      2001         2001     Gable
## 573      1Story           9           5      1999         2000     Gable
## 574        SLvl           7           5      1999         2000     Gable
## 575      2Story           7           5      2001         2001     Gable
## 576      2Story           8           5      1999         1999     Gable
## 577      2Story           8           5      1999         2000     Gable
## 578      2Story          10           5      1998         1999     Gable
## 579      1Story           8           5      1995         1995       Hip
## 581      1Story           8           9      1976         2007     Gable
## 584      1Story           6           5      1968         1968     Gable
## 586      1Story           5           6      1965         1965     Gable
## 587      2Story           5           6      1968         1968     Gable
## 588      1Story           5           7      1965         2005       Hip
## 589      1Story           5           5      1965         1965     Gable
## 591      1Story           5           5      1956         1956     Gable
## 592      1Story           5           5      1961         1961     Gable
## 594      2Story           4           7      1937         1950     Gable
## 595      1Story           5           6      1960         1960     Gable
## 596      1Story           5           8      1950         2006     Gable
## 597      1Story           5           5      1953         1953       Hip
## 598      2Story           6           7      1966         1999     Gable
## 599      1Story           5           4      1957         1957     Gable
## 600      1Story           5           7      1959         1998     Gable
## 601      1Story           6           6      1958         1958     Gable
## 602      1Story           5           5      1956         1958     Gable
## 603      1Story           5           6      1952         1952     Gable
## 604      1Story           5           6      1953         1953     Gable
## 606      1Story           6           5      1957         1957     Gable
## 607      1Story           5           3      1957         1982     Gable
## 608      1Story           5           5      1957         1957     Gable
## 609      1Story           4           6      1948         1950     Gable
## 610      1.5Fin           5           8      1925         1950     Gable
## 611      1Story           4           7      1940         2005   Gambrel
## 612      1.5Fin           5           5      1922         1950     Gable
## 613      1Story           5           6      1968         1968     Gable
## 614      1Story           7           7      1958         2001     Gable
## 616      1Story           5           7      1951         1951     Gable
## 617      1Story           5           6      1959         1959     Gable
## 618      1Story           5           5      1962         1962     Gable
## 619      1.5Fin           6           6      1948         1950     Gable
## 620      1.5Unf           6           7      1954         1954     Gable
## 621      1.5Fin           6           5      1954         1954     Gable
## 622      1Story           5           5      1961         1961     Gable
## 623      1.5Fin           5           6      1955         1967     Gable
## 624      1Story           5           7      1954         1954     Gable
## 625      1Story           5           5      1963         1963     Gable
## 626      1Story           6           5      2008         2008     Gable
## 627      1.5Fin           5           7      1948         2005     Gable
## 628      2Story           5           5      1910         2003     Gable
## 629      1Story           5           4      1940         1950     Gable
## 630      2.5Unf           6           7      1915         2005     Gable
## 631      1.5Fin           4           6      1910         1996     Gable
## 632      1.5Fin           4           6      1940         1985     Gable
## 633      1.5Fin           5           5      1920         1950     Gable
## 634      1Story           7           6      1920         2006     Gable
## 635      1.5Fin           6           6      1940         1950     Gable
## 636      1Story           5           6      1910         1950   Mansard
## 637      1.5Fin           5           9      1890         1996     Gable
## 638      1.5Fin           5           6      1946         1950     Gable
## 639      1Story           2           5      1946         1950     Gable
## 640      1Story           3           1      1949         1992     Gable
## 641      2Story           5           5      1900         2006     Gable
## 642      2Story           7           8      1920         1965     Gable
## 643      1.5Fin           5           7      1900         2003     Gable
## 644      2Story           5           5      1920         1960     Gable
## 645      2Story           5           9      1905         2005     Gable
## 646      2Story           2           1      1920         1950     Gable
## 647      2Story           7           7      1890         1999     Gable
## 648      1Story           5           6      1959         1959     Gable
## 649      1Story           4           6      1958         2006     Gable
## 650      1Story           5           7      1928         1983     Gable
## 653      1.5Fin           5           7      1941         2006     Gable
## 654      2Story           6           9      1900         2000     Gable
## 655      1.5Fin           6           7      1940         1989     Gable
## 656      1Story           5           7      1924         2003     Gable
## 657      1.5Fin           6           7      1937         2000     Gable
## 658      1.5Fin           6           5      1939         1950     Gable
## 659      1.5Unf           6           7      1926         1950     Gable
## 660      1.5Fin           5           7      1920         1997     Gable
## 661      1Story           4           7      1946         1950     Gable
## 662      1.5Fin           4           7      1929         1950     Gable
## 664      1.5Fin           7           5      1939         1950     Gable
## 665      2Story           5           5      1923         1950   Gambrel
## 666      1.5Fin           6           4      1915         2004     Gable
## 667      2.5Unf           6           8      1910         1983     Gable
## 668      1.5Fin           6           8      1910         1950   Gambrel
## 670      2Story           6           6      1952         1952     Gable
## 671      1.5Fin           6           6      1938         1958     Gable
## 673      1Story           6           7      1925         1992     Gable
## 674      1.5Fin           6           6      1925         1950     Gable
## 675      1Story           5           8      1912         1991     Gable
## 676      2Story           3           3      1915         1950     Gable
## 677      1Story           5           6      1947         1993     Gable
## 679        SLvl           6           5      1978         1978     Gable
## 680      1Story           5           7      1967         2005     Gable
## 684      1Story           5           4      1920         1950     Gable
## 685      1Story           5           8      1963         2003     Gable
## 686      1Story           6           8      1956         1956     Gable
## 688      1.5Fin           5           7      1941         1973     Gable
## 690      1Story           7           6      1979         1979     Gable
## 691      1.5Fin           7           5      1948         1950     Gable
## 692      1Story           5           7      1940         2007      Flat
## 693      1Story           5           6      1956         1956       Hip
## 694      SFoyer           5           5      1975         1975     Gable
## 695      2Story           6           8      1962         2001     Gable
## 697      1Story           7           5      1994         1994     Gable
## 699        SLvl           7           5      1996         1996     Gable
## 700      2Story           7           5      2007         2007     Gable
## 701      1Story           8           5      2007         2007     Gable
## 702      1Story           9           5      2008         2008       Hip
## 703      1Story           9           5      2008         2008       Hip
## 706      1Story           5           7      1994         1994     Gable
## 709      2Story           7           5      2000         2000     Gable
## 710      2Story           7           5      2000         2001     Gable
## 713      1Story           5           6      1975         2001     Gable
## 717      2Story           7           5      2003         2003     Gable
## 718      2Story           8           5      1999         2000     Gable
## 720      SFoyer           6           5      1997         1998     Gable
## 721      1Story           7           5      2004         2004     Gable
## 722      1Story           7           6      2007         2007     Gable
## 723      1Story           7           5      2007         2007     Gable
## 724      1Story           5           5      1966         1966       Hip
## 725      SFoyer           5           5      1976         1976     Gable
## 726      1Story           6           6      1976         1976       Hip
## 728      2Story           6           7      1976         2001       Hip
## 729      1Story           5           7      1959         1996     Gable
## 730      1Story           4           5      1955         1955     Gable
## 731      1Story           4           5      1955         1955     Gable
## 732      1Story           4           5      1955         1955       Hip
## 733      1.5Fin           5           7      1938         2007     Gable
## 734      1.5Fin           5           8      1947         1993     Gable
## 735      1Story           4           5      1953         1953     Gable
## 736        SLvl           4           6      1954         1954     Gable
## 737      1.5Fin           4           7      1923         2008     Gable
## 738      1Story           7           8      1921         1950     Gable
## 739      2.5Unf           6           7      1930         1950     Gable
## 740      2Story           6           6      1926         1950   Gambrel
## 741      1.5Fin           6           6      1914         1995     Gable
## 742      2Story           8           9      1925         1997     Gable
## 746      1Story           6           5      1951         1951       Hip
## 747      2Story           8           6      1935         1950     Gable
## 748      1.5Fin           7           9      1950         2000     Gable
## 749      1Story           5           5      1956         1956     Gable
## 750      2Story           6           6      1980         1980     Gable
## 751      1Story           6           8      1926         1998     Gable
## 752      1.5Fin           6           8      1940         2006     Gable
## 753      1.5Fin           5           7      1930         1950     Gable
## 754        SLvl           5           5      1967         1967       Hip
## 755      1Story           5           7      1930         1995     Gable
## 756      1.5Fin           5           5      1958         1958     Gable
## 757      1Story           1           5      1952         1952     Gable
## 758      2Story           4           7      1895         1950     Gable
## 759      1.5Fin           4           7      1910         2000     Gable
## 760      2Story           4           6      1920         1950     Gable
## 761      1Story           8           5      2007         2008       Hip
## 762      1Story           7           5      2004         2005       Hip
## 765      2Story           5           4      1976         1976     Gable
## 766      1Story           4           5      1991         1991     Gable
## 767      1Story           7           6      1986         1986     Gable
## 768      1Story           8           5      2006         2007       Hip
## 769      2Story           8           5      2007         2007     Gable
## 770        SLvl           5           5      2006         2007     Gable
## 771      2Story           7           5      2008         2008     Gable
## 772      1Story           6           5      1989         1989     Gable
## 773      1Story           6           5      1986         1986     Gable
## 774      1Story           8           5      2003         2003       Hip
## 776      1Story           8           5      2007         2007     Gable
## 777      1Story           8           5      2005         2006     Gable
## 778      SFoyer           7           5      1997         1998     Gable
## 779      1Story           5           5      2007         2008     Gable
## 780      1Story           6           5      1997         1997       Hip
## 781      SFoyer           4           5      1964         1964     Gable
## 783      2Story           5           7      1976         1976     Gable
## 784      SFoyer           4           7      1973         2006     Gable
## 785        SLvl           4           6      1973         1973     Gable
## 787      2Story           6           9      1970         2007     Gable
## 788      1Story           5           7      1983         1983     Gable
## 789      1Story           5           6      1982         2005     Gable
## 790      1Story           5           6      1984         1984     Gable
## 792      1Story           6           6      1971         1971     Gable
## 793        SLvl           6           5      1997         1997     Gable
## 796      2Story           7           5      1996         1996     Gable
## 797      2Story           6           5      1999         2003     Gable
## 800      1Story           6           6      1964         1964     Gable
## 801      1Story           8           5      1988         1988     Gable
## 802      1Story           8           5      1990         1990     Gable
## 803      2Story           8           5      2005         2005       Hip
## 804      1Story           9           5      2006         2007       Hip
## 805      1Story           5           5      1969         1990     Gable
## 806      1Story           9           5      2006         2006     Gable
## 807      1Story           8           5      2006         2006       Hip
## 808      1Story          10           5      2006         2007       Hip
## 810      2Story           7           7      1981         2003     Gable
## 811      1Story           7           6      1978         1985     Gable
## 812      2Story           7           5      1979         1979       Hip
## 813      1Story           6           6      1984         1984     Gable
## 814      1Story           6           5      1979         1999     Gable
## 815      1Story           6           5      1971         1971       Hip
## 816        SLvl           7           6      1976         1976     Gable
## 817      2Story           6           6      1974         1974     Gable
## 818      1Story           5           6      1970         1990     Gable
## 819      1Story           5           5      1970         2002     Gable
## 821      1Story           6           5      2001         2001     Gable
## 822      1Story           6           5      1997         1998     Gable
## 823      2Story           6           6      1973         1973     Gable
## 824      2Story           6           5      1973         1973     Gable
## 825      1Story           7           7      1978         1978     Gable
## 826      1Story           5           6      1966         1966       Hip
## 827      1Story           9           5      2006         2007       Hip
## 828      1Story           8           5      2006         2007     Gable
## 829      1Story           8           5      2007         2007     Gable
## 830      2Story           9           5      2007         2007       Hip
## 831      2Story           8           5      2006         2007       Hip
## 832      1Story          10           5      2005         2006       Hip
## 833      1Story           9           5      2007         2007       Hip
## 834      2Story           9           5      2005         2006     Gable
## 835      1Story          10           5      2007         2007       Hip
## 836      2Story           8           5      2007         2008     Gable
## 837      2Story           8           5      2007         2007     Gable
## 838      1Story           9           5      2006         2006       Hip
## 839      2Story           8           5      2004         2004     Gable
## 840      2Story           8           5      2003         2003     Gable
## 842      1Story           7           5      2005         2006     Gable
## 843      1Story           8           5      2005         2005     Gable
## 844      2Story           8           5      2006         2007     Gable
## 845      1Story           6           5      2005         2006     Gable
## 846      1Story           6           5      2005         2006     Gable
## 847      1Story           6           5      2005         2006     Gable
## 848      1Story           8           5      2006         2006     Gable
## 849      1Story           9           5      2005         2005       Hip
## 850      1Story           8           5      2006         2006       Hip
## 851      1Story           7           5      2003         2003     Gable
## 852      2Story           6           5      2007         2007     Gable
## 853      2Story           6           5      2005         2006     Gable
## 854      2Story           7           5      2006         2007     Gable
## 855      2Story           6           5      2006         2006     Gable
## 856      2Story           6           5      2006         2007     Gable
## 857      1Story           6           5      2005         2005     Gable
## 858      2Story           6           5      2007         2007     Gable
## 859      2Story           7           5      2007         2007     Gable
## 860      1Story           7           6      2007         2007     Gable
## 862      1Story           7           5      2007         2007     Gable
## 863        SLvl           7           5      2004         2005     Gable
## 864        SLvl           7           5      2004         2004     Gable
## 865      1Story           7           5      2006         2006     Gable
## 867      2Story           7           5      2003         2003     Gable
## 869      2Story           6           5      2000         2000     Gable
## 870      2Story           6           5      1999         2000     Gable
## 871      2Story           8           5      1997         1998       Hip
## 872      2Story           9           5      1998         1998     Gable
## 873      2Story           8           5      1998         1999     Gable
## 874      2Story           7           5      1998         1998     Gable
## 875      2Story           8           5      1992         1993     Gable
## 876      2Story           8           5      1996         1997     Gable
## 877      1Story           7           6      2007         2007     Gable
## 878      1Story           8           5      2007         2007     Gable
## 879      1Story           8           5      2006         2006     Gable
## 880      1Story          10           5      2007         2007       Hip
## 881      1Story           7           5      2007         2007     Gable
## 882      1Story           8           5      2005         2005     Gable
## 883      1Story           7           5      2005         2006     Gable
## 884      2Story           7           5      2006         2006     Gable
## 885      2Story           8           5      2006         2006     Gable
## 886      1Story           8           5      2007         2007     Gable
## 887      1Story           7           5      2006         2007     Gable
## 888      2Story           8           5      2007         2007     Gable
## 889      2Story           5           5      2007         2007     Gable
## 890      2Story           8           5      2007         2007       Hip
## 891      1Story           8           5      2007         2007     Gable
## 892      1Story           8           5      2006         2006     Gable
## 893      2Story           6           5      2004         2004     Gable
## 894      1Story           6           5      2006         2007     Gable
## 895      1Story           7           5      2006         2006     Gable
## 896      1Story           5           5      2003         2004     Gable
## 897      1Story           7           5      2006         2006     Gable
## 899      2Story           6           5      1980         1980     Gable
## 900      1Story           5           5      1977         1977     Gable
## 901      1Story           5           7      1968         1968     Gable
## 903      1Story           5           5      1974         1974     Gable
## 904      1Story           6           7      1973         2006     Gable
## 905      1Story           8           5      2004         2004     Gable
## 906      1Story           8           5      2006         2007     Gable
## 907      1Story           8           5      2006         2007     Gable
## 908      1Story           7           5      2006         2007     Gable
## 909      1Story           8           5      2006         2007     Gable
## 910      2Story           6           5      1999         1999     Gable
## 911      2Story           6           5      2000         2000     Gable
## 912      1Story           7           5      1999         2000     Gable
## 914      2Story           8           5      1998         1998     Gable
## 915      1Story           8           5      1994         1995     Gable
## 916      1Story           7           6      1980         1980       Hip
## 917      1Story           8           5      1981         1981       Hip
## 918      1Story           6           6      1968         1968     Gable
## 919      2Story           6           6      1970         1970     Gable
## 921      1Story           6           5      1968         1968     Gable
## 922      1Story           7           7      1972         1987       Hip
## 923      1Story           7           6      1993         1993     Gable
## 924      2Story           7           6      1993         1993     Gable
## 925      1Story           6           7      1966         1966       Hip
## 926      1Story           6           5      1963         1963     Gable
## 927      1Story           5           6      1967         1993     Gable
## 929      1Story           5           5      1956         1956       Hip
## 931      1Story           5           7      1961         1961     Gable
## 932      1Story           5           7      1960         1960       Hip
## 933      1Story           7           6      1966         1966       Hip
## 934        SLvl           6           5      1965         1965     Gable
## 935      2Story           6           7      1964         1997     Gable
## 938      1.5Unf           5           7      1940         1996     Gable
## 939      1Story           3           3      1946         1950     Gable
## 940      1.5Fin           3           5      1945         1950     Gable
## 941      1Story           5           8      1958         2000     Gable
## 942      1Story           5           6      1955         1955       Hip
## 943      1Story           5           5      1968         1968     Gable
## 945        SLvl           6           5      1961         1961       Hip
## 946      1Story           6           7      1957         1999     Gable
## 947      1Story           5           6      1956         1956     Gable
## 948      1Story           5           7      1963         1963     Gable
## 949      1Story           5           5      1960         1960       Hip
## 950      1Story           6           6      1957         1969     Gable
## 951      1Story           5           5      1957         1957     Gable
## 952      1Story           5           6      1955         1975     Gable
## 953      1Story           5           5      1955         1955       Hip
## 954      1Story           5           9      1953         2006     Gable
## 955      1Story           5           5      1958         1958       Hip
## 956      1Story           6           6      1952         1952       Hip
## 957      1Story           6           7      1953         1953       Hip
## 958      1Story           5           8      1956         2003     Gable
## 959      1.5Fin           4           4      1955         1955     Gable
## 960      1Story           5           5      1955         1955     Gable
## 961      1Story           4           6      1953         1953     Gable
## 963      1.5Fin           4           7      1890         2006     Gable
## 965      2Story           5           4      1935         2007     Gable
## 966      1.5Fin           4           7      1925         1993     Gable
## 967      2Story           5           9      1895         1999     Gable
## 968        SLvl           7           5      1963         1999     Gable
## 969      1Story           5           7      1961         1961     Gable
## 970      1Story           6           6      1968         1968     Gable
## 971      1Story           5           3      1950         1950     Gable
## 973      1Story           5           6      1958         1958       Hip
## 974      1Story           5           5      1960         1960       Hip
## 975      1Story           5           5      1960         1960       Hip
## 976      1Story           5           6      1961         1961     Gable
## 977      1Story           5           5      1962         1962       Hip
## 978      SFoyer           5           5      1962         1962     Gable
## 979      1Story           5           7      1926         1980     Gable
## 980      1.5Fin           6           6      1927         1950     Gable
## 981      1Story           5           5      1922         1950     Gable
## 982      1Story           5           6      1920         1990     Gable
## 983      1Story           5           8      1940         1950     Gable
## 984      1.5Fin           5           8      1900         2006     Gable
## 985      1.5Fin           4           6      1900         1950     Gable
## 986      2Story           4           8      1900         1950     Gable
## 988      2Story           6           6      1927         1950   Gambrel
## 989      2Story           5           7      1910         1950     Gable
## 990      1.5Fin           6           8      1910         1990     Gable
## 991      2Story           5           7      1930         2005   Gambrel
## 992      2.5Unf           7           8      1879         1987     Gable
## 993      1Story           4           6      1956         1956     Gable
## 994        SLvl           4           7      1949         2002     Gable
## 995      1Story           5           7      1925         1994     Gable
## 996      1.5Fin           5           6      1950         1950     Gable
## 997      1.5Fin           5           7      1939         1998     Gable
## 998      2Story           6           6      1939         1950     Gable
## 999      1.5Unf           5           7      1939         1950     Gable
## 1001     1.5Fin           5           8      1939         1952     Gable
## 1002     1.5Fin           5           7      1930         1992     Gable
## 1003     1.5Fin           5           6      1926         1950     Gable
## 1004     2Story           6           8      1918         1995     Gable
## 1005     1.5Fin           6           7      1920         1950     Gable
## 1006     1.5Fin           5           5      1926         1950     Gable
## 1008     1.5Fin           5           4      1901         1950     Gable
## 1009     1.5Fin           5           3      1901         1950     Gable
## 1010       SLvl           6           6      1963         1963     Gable
## 1011     2Story           7           9      1950         2005     Gable
## 1012     1.5Fin           6           5      1915         1950     Gable
## 1013     1.5Fin           4           6      1958         1958     Gable
## 1014     1.5Fin           4           1      1910         1950     Gable
## 1015     2Story           7           8      1937         1980     Gable
## 1016     1.5Fin           5           6      1942         1979     Gable
## 1017     SFoyer           5           5      1963         1963     Gable
## 1018     SFoyer           5           5      1964         1980     Gable
## 1019     1Story           4           3      1964         1964     Gable
## 1020       SLvl           5           8      1964         2001       Hip
## 1022     1Story           5           6      1971         1990     Gable
## 1023     1Story           5           5      1968         1968     Gable
## 1026     1Story           5           5      1956         1998       Hip
## 1027     2Story           5           4      1920         1996     Gable
## 1028     1.5Fin           7           8      1940         1998     Gable
## 1029     1Story           6           5      1954         1995     Gable
## 1030     1Story           5           6      1958         1998     Gable
## 1035     1Story           4           5      1946         1950     Gable
## 1036     1Story           6           7      1954         1994       Hip
## 1037     1.5Fin           6           6      1954         1954     Gable
## 1038     1Story           5           5      1958         1958     Gable
## 1040     1Story           5           6      1984         1984     Gable
## 1041     1Story           5           6      1951         1951     Gable
## 1042     1.5Fin           5           6      1951         1994     Gable
## 1043     1.5Fin           4           5      1920         1950   Gambrel
## 1044     1.5Fin           6           5      1984         1984     Gable
## 1045     2Story           7           5      1994         2001     Gable
## 1046     1Story           8           5      2007         2007     Gable
## 1047     1Story           8           5      2006         2007       Hip
## 1048     1Story           8           5      2007         2007     Gable
## 1049     1Story           7           5      2005         2006     Gable
## 1050     1Story           8           5      2006         2006     Gable
## 1051     1Story           7           5      2005         2006     Gable
## 1052     2Story           7           5      2005         2006     Gable
## 1054     1Story           8           6      1976         1976      Shed
## 1056     2Story           6           6      1997         2006     Gable
## 1057     1Story           5           7      1994         1994     Gable
## 1058     1Story           5           5      1996         1996     Gable
## 1059     2Story           7           5      1999         1999     Gable
## 1060     2Story           7           5      1998         1999     Gable
## 1061     2Story           7           5      2001         2001     Gable
## 1063     1Story           5           5      1974         1974     Gable
## 1064       SLvl           5           5      1976         1976     Gable
## 1065       SLvl           5           7      1977         1977     Gable
## 1066     1Story           5           5      1977         1977     Gable
## 1067     1Story           5           4      1977         1977     Gable
## 1068     1Story           5           6      1975         1975       Hip
## 1069     1Story           5           5      1972         2000     Gable
## 1070     1Story           4           8      1972         2006     Gable
## 1072     2Story           7           5      2003         2003     Gable
## 1073     2Story           7           5      2002         2002     Gable
## 1074     1Story           8           5      1994         1995       Hip
## 1077     1Story           8           5      1999         2000     Gable
## 1078     2Story           7           5      2007         2007     Gable
## 1079     1Story           7           5      2005         2005     Gable
## 1080     1Story           6           5      2006         2007     Gable
## 1081     2Story           7           5      2006         2006     Gable
## 1082     2Story           5           5      2005         2005     Gable
## 1083     SFoyer           5           5      1967         1967     Gable
## 1084     1Story           4           6      1963         1963     Gable
## 1085     1.5Fin           5           6      1925         1950     Gable
## 1086     1Story           6           6      1960         1960       Hip
## 1087       SLvl           6           6      1976         1976     Gable
## 1089     2Story           5           5      2005         2006     Gable
## 1090     1Story          10           5      2008         2009       Hip
## 1091     SFoyer           6           5      2005         2005     Gable
## 1092     1Story           5           7      1959         2000     Gable
## 1093     1Story           4           3      1955         1955     Gable
## 1094     1Story           5           6      1946         1950     Gable
## 1095     1.5Fin           6           8      1920         1995     Gable
## 1096     1Story           4           5      1955         1955     Gable
## 1097     1Story           4           5      1955         1955     Gable
## 1098     2Story           5           6      1923         1950       Hip
## 1099     1Story           5           5      1926         1950       Hip
## 1100     1.5Fin           6           7      1921         2005     Gable
## 1101     2Story           7           8      1930         1995     Gable
## 1102     2Story           6           7      1921         1950     Gable
## 1103     2Story           6           8      1926         1991     Gable
## 1104     2.5Unf           7           7      1927         1992     Gable
## 1105     1Story           5           5      1951         1951     Gable
## 1106     1.5Fin           4           6      1930         2003     Gable
## 1107     1.5Fin           5           5      1941         1950     Gable
## 1110     2Story           6           6      1980         1980     Gable
## 1112     1Story           8           5      1988         1988     Gable
## 1114     1Story           8           5      1986         1986     Gable
## 1115     1.5Fin           6           7      1940         1950     Gable
## 1116     1.5Fin           5           7      1925         2003     Gable
## 1117     2Story           5           6      1923         1999     Gable
## 1118     1Story           5           7      1922         1950     Gable
## 1119     1.5Fin           2           4      1939         1950     Gable
## 1120     2Story           5           6      1895         2006     Gable
## 1121     1Story           4           6      1957         1980     Gable
## 1122     1Story           5           9      1930         2007       Hip
## 1123     1Story           8           5      2006         2007       Hip
## 1125     1Story           5           5      2002         2002     Gable
## 1126     1Story           7           5      2002         2002     Gable
## 1129     SFoyer           6           6      1974         1974     Gable
## 1130     1Story           7           6      1987         1987     Gable
## 1131     1Story           6           8      1958         1995       Hip
## 1132     1Story           7           5      2006         2007     Gable
## 1133     1Story           8           5      2006         2007       Hip
## 1134     1Story           7           7      1985         1985     Gable
## 1136     1Story           8           5      2002         2002       Hip
## 1139     1Story          10           5      2006         2007       Hip
## 1140     1Story           3           5      1953         1953     Gable
## 1141     SFoyer           6           5      1996         1997     Gable
## 1142     2Story           4           4      1972         1972     Gable
## 1144     2Story           4           6      1970         1970     Gable
## 1145     2Story           4           3      1976         1976     Gable
## 1146     SFoyer           5           5      1977         1977     Gable
## 1148     1Story           5           6      1977         1994     Gable
## 1149     2Story           5           7      1977         1977     Gable
## 1150     SFoyer           5           7      1971         1971     Gable
## 1151     1Story           4           3      1961         1961      Shed
## 1153     1Story           5           7      1983         1983     Gable
## 1154     1Story           5           6      1984         1984     Gable
## 1156     1Story           6           6      1956         1956       Hip
## 1159     1Story           7           6      1969         1969     Gable
## 1160     2Story           6           5      1997         1998     Gable
## 1162     2Story           6           5      1996         1996     Gable
## 1163     2Story           8           5      2005         2005     Gable
## 1164     2Story           7           5      2005         2006     Gable
## 1165     2Story           8           5      1994         1994     Gable
## 1167     1Story           8           5      1987         1987     Gable
## 1168     2Story           9           5      2005         2006       Hip
## 1169     2Story          10           5      2006         2006       Hip
## 1170     2Story           9           5      2006         2006       Hip
## 1171     2Story          10           5      2006         2006       Hip
## 1172     2Story           9           5      2005         2006       Hip
## 1173     1Story           9           5      2005         2005       Hip
## 1174     1Story           9           5      2005         2005       Hip
## 1176     2Story           7           5      1978         1978     Gable
## 1178     2Story           7           5      2005         2006     Gable
## 1179       SLvl           6           6      1975         2000     Gable
## 1180     1Story           6           6      1974         1974     Gable
## 1181     1Story           4           4      1971         1971     Gable
## 1182     1Story           6           5      2002         2002     Gable
## 1183     2Story           6           5      1973         1973     Gable
## 1184     2Story           5           6      1973         1973     Gable
## 1185     2Story           6           7      1972         1972     Gable
## 1186     2Story           6           5      1972         1972     Gable
## 1187     2Story           6           5      1972         1972     Gable
## 1188     1Story           6           5      1975         1975     Gable
## 1189     1Story           5           7      1967         1975       Hip
## 1190     1Story           7           7      1976         1976     Gable
## 1191     2Story           6           5      1976         1976     Gable
## 1192     2Story           9           5      2006         2006       Hip
## 1193     1Story           8           5      2004         2004     Gable
## 1194     1Story           7           5      2006         2006       Hip
## 1195     1Story           9           5      2005         2005       Hip
## 1196     2Story           9           5      2005         2006       Hip
## 1197     2Story           9           5      2005         2006     Gable
## 1198     2Story           8           5      2005         2006     Gable
## 1199     2Story           8           5      2006         2006     Gable
## 1200     2Story           8           5      2005         2006       Hip
## 1201     1Story           9           5      2005         2006     Gable
## 1202     1Story           9           5      2004         2005       Hip
## 1204     1Story           9           5      2005         2005       Hip
## 1205     1Story           9           5      2006         2006       Hip
## 1206     1Story           9           5      2006         2006       Hip
## 1207     2Story           6           5      2005         2006     Gable
## 1208     2Story           7           5      2006         2006     Gable
## 1209     1Story           6           5      2006         2006     Gable
## 1210     2Story           8           5      2004         2005     Gable
## 1211     2Story           7           5      2006         2006     Gable
## 1212     1Story           7           5      2006         2006     Gable
## 1215     1Story           7           5      2005         2006     Gable
## 1216     2Story           7           5      2004         2005     Gable
## 1219     2Story           8           5      1998         1998     Gable
## 1220     2Story           8           5      2000         2000     Gable
## 1222     2Story           8           5      1995         1995       Hip
## 1223     2Story           9           5      1993         1994       Hip
## 1226     2Story           8           5      2005         2006     Gable
## 1227     1Story           8           5      2006         2006     Gable
## 1228     1Story           8           5      2006         2006     Gable
## 1229     1Story           8           5      2006         2006     Gable
## 1230     2Story           9           5      2006         2006     Gable
## 1231     2Story           6           5      2005         2005     Gable
## 1232     1Story           6           5      2005         2005     Gable
## 1233     1Story           7           5      2005         2006     Gable
## 1234     1Story           6           5      2005         2006     Gable
## 1235     2Story           7           5      2005         2005     Gable
## 1236     2Story           7           5      2005         2005     Gable
## 1237     2Story           6           5      1997         1998     Gable
## 1238     2Story           6           5      1992         1993     Gable
## 1239     1Story           6           5      1990         1991     Gable
## 1240     1Story           6           5      1991         1991     Gable
## 1242     1Story           5           4      1962         1962       Hip
## 1243     1.5Fin           6           6      1977         1977     Gable
## 1246     1Story           5           6      1968         1968     Gable
## 1251       SLvl           7           4      1974         1974     Gable
## 1252     2Story           8           5      1992         1993     Gable
## 1253     1Story           7           5      2004         2004     Gable
## 1254     2Story           7           5      2005         2005     Gable
## 1257     2Story           7           5      1997         1998       Hip
## 1258     1Story           8           5      2001         2002     Gable
## 1259     1Story           5           6      1972         1972     Gable
## 1260     1Story           7           6      1967         1967       Hip
## 1261     1Story           5           5      1968         1968     Gable
## 1262     2Story           5           5      1968         1968     Gable
## 1263     1Story           6           7      1968         2004       Hip
## 1264     SFoyer           5           6      1968         1968     Gable
## 1266       SLvl           5           7      1967         1967     Gable
## 1267     1Story           6           7      1965         2000       Hip
## 1269     2Story           5           6      1964         1964     Gable
## 1270     1Story           5           7      1960         1960       Hip
## 1271     1Story           6           8      1934         1950     Gable
## 1272     1Story           5           7      1947         1950       Hip
## 1273     1Story           5           6      1961         1990     Gable
## 1274     1Story           5           6      1952         1952     Gable
## 1275     1Story           5           5      1951         1951     Gable
## 1276     2Story           5           6      1949         1973     Gable
## 1277     1Story           5           6      1954         1975     Gable
## 1280     1Story           6           7      1963         1963       Hip
## 1281     1Story           5           5      1957         1957     Gable
## 1283       SLvl           5           6      1956         1956       Hip
## 1284     1Story           6           6      1956         1994     Gable
## 1285     1Story           6           8      1954         2000       Hip
## 1286     1Story           5           6      1952         2003     Gable
## 1287     1Story           6           6      1951         1951       Hip
## 1288       SLvl           5           7      1956         1956     Gable
## 1289     1Story           5           5      1956         1956       Hip
## 1290     1Story           5           6      1955         1955     Gable
## 1291     1Story           5           6      1951         1991       Hip
## 1292     1Story           7           5      1941         1963       Hip
## 1293     1Story           5           5      1956         2001       Hip
## 1294     1.5Fin           5           5      1925         1975     Gable
## 1295     1.5Fin           6           6      1947         1950     Gable
## 1296     1Story           3           8      1930         2001     Gable
## 1297     1Story           3           3      1929         1950       Hip
## 1298     1.5Fin           4           8      1900         1998     Gable
## 1299     2Story           6           8      1915         1950     Gable
## 1300     1.5Fin           4           4      1910         1950     Gable
## 1301       SLvl           6           5      1963         1963     Gable
## 1302     1Story           6           5      1962         1985     Gable
## 1303     1Story           6           6      1961         1992     Gable
## 1304     1Story           7           5      1959         1959       Hip
## 1306     1.5Fin           4           6      1950         1950     Gable
## 1307     1Story           3           4      1950         1950     Gable
## 1308     1Story           5           5      1960         1960       Hip
## 1309     1Story           5           4      1961         1961       Hip
## 1310     1Story           7           6      1962         1962     Gable
## 1311     1Story           5           6      1962         1962     Gable
## 1312     SFoyer           5           5      1962         1962     Gable
## 1313     2Story           5           8      1900         2005       Hip
## 1314     1.5Fin           5           6      1948         1950     Gable
## 1315     1.5Fin           4           6      1920         1980     Gable
## 1316     1.5Fin           6           8      1900         2004     Gable
## 1317     2Story           7           7      1900         1970     Gable
## 1318     2Story           7           8      1930         1950     Gable
## 1319     1.5Fin           4           6      1900         1950     Gable
## 1320     1Story           6           5      1924         1950     Gable
## 1321     1Story           5           7      1925         1950     Gable
## 1322     1Story           4           5      1950         1950     Gable
## 1323     2Story           3           5      1905         1950     Gable
## 1324     1Story           5           7      1955         1955       Hip
## 1325     1.5Fin           5           7      1924         1950     Gable
## 1326     1Story           3           5      1921         1950     Gable
## 1327     1.5Fin           6           7      1945         1950     Gable
## 1328     1Story           3           4      1920         1950     Gable
## 1329     2.5Unf           7           6      1910         2005     Gable
## 1330     2Story           5           7      1920         1950       Hip
## 1331     1Story           5           5      1958         1958       Hip
## 1332     1.5Unf           3           3      1918         1950     Gable
## 1333     2Story           6           7      1924         1996   Gambrel
## 1334     1.5Fin           3           5      1930         1950     Gable
## 1335     1.5Fin           5           7      1930         1984     Gable
## 1336     1Story           5           5      1925         1950     Gable
## 1337     1.5Fin           6           5      1962         1962     Gable
## 1338     1.5Fin           4           5      1924         1950     Gable
## 1339     2Story           5           8      1910         2004     Gable
## 1340     1Story           5           4      1919         1950     Gable
## 1341     1Story           6           6      1930         1950     Gable
## 1342     1.5Fin           5           5      1951         1951     Gable
## 1343     1Story           6           5      1964         1964     Gable
## 1344     1Story           5           5      1950         1950     Gable
## 1345     1Story           5           7      1935         1950     Gable
## 1346     1Story           5           3      1936         1950     Gable
## 1347     1Story           7           5      2004         2004      Shed
## 1349       SLvl           6           7      1964         1964     Gable
## 1350     1Story           5           6      1966         1966     Gable
## 1354     1Story           5           4      1977         1977     Gable
## 1357     1Story           5           6      1963         1963      Flat
## 1358     SFoyer           5           7      1971         1972     Gable
## 1360     1Story           4           5      1954         1954     Gable
## 1361     1.5Fin           5           5      1942         1950     Gable
## 1362     2Story           6           7      1928         1950     Gable
## 1363     2.5Unf           6           8      1935         1990     Gable
## 1364       SLvl           5           5      1962         1962     Gable
## 1365     1Story           5           6      1952         2002     Gable
## 1366     1Story           5           8      1955         1999       Hip
## 1367     1.5Fin           6           5      1953         1953     Gable
## 1368     2Story           6           4      1989         1989     Gable
## 1369     SFoyer           6           8      1993         1993     Gable
## 1370     2Story           7           5      2005         2006     Gable
## 1371     1Story           7           5      2005         2005     Gable
## 1372     1Story           6           5      2006         2006       Hip
## 1373     1Story           8           5      2005         2006       Hip
## 1374     2Story           7           5      2005         2006     Gable
## 1375     1Story           7           5      2005         2005     Gable
## 1376     2Story           7           5      2005         2005     Gable
## 1377     1Story           6           5      1968         1968     Gable
## 1378     1Story           5           6      1996         1996     Gable
## 1379     2Story           6           5      1995         1995     Gable
## 1381     2Story           7           5      1999         1999     Gable
## 1382     2Story           7           5      1999         2000     Gable
## 1383     2Story           6           6      1977         1977     Gable
## 1384       SLvl           6           6      1978         1978     Gable
## 1385     1Story           5           8      1972         1972     Gable
## 1387     2Story           6           5      1999         1999     Gable
## 1389     2Story           7           5      2002         2002     Gable
## 1390     2Story           8           5      1999         1999     Gable
## 1392     2Story           7           5      1998         1998     Gable
## 1393     2Story           7           5      1995         1996     Gable
## 1394     1Story           6           5      2003         2003     Gable
## 1395     1Story           7           5      2003         2003     Gable
## 1396     2Story           7           5      2006         2006     Gable
## 1397     2Story           7           5      2005         2005     Gable
## 1398     1Story           7           5      2005         2006     Gable
## 1399     2Story           4           6      1910         2000     Gable
## 1400     SFoyer           6           5      1975         1975      Flat
## 1401     1Story           5           4      1969         1969     Gable
## 1402     2Story           7           5      2003         2004       Hip
## 1403     1Story           6           5      2002         2002     Gable
## 1404     2Story           7           5      2003         2005     Gable
## 1405     SFoyer           6           5      2005         2006     Gable
## 1406     2Story           7           5      2004         2004     Gable
## 1407     1.5Fin           4           7      1948         1950     Gable
## 1408     1.5Fin           6           3      1915         1950     Gable
## 1409     1.5Fin           4           5      1924         1950     Gable
## 1410     1Story           4           4      1954         1968       Hip
## 1411     1.5Fin           4           4      1922         1950     Gable
## 1412     1Story           2           3      1922         1955     Gable
## 1413     1.5Fin           4           7      1910         1993     Gable
## 1414     1.5Fin           5           5      1938         1950     Gable
## 1415     1.5Fin           6           6      1945         1950     Gable
## 1416     2Story           7           8      1926         1997     Gable
## 1417     2Story           6           8      1920         1950     Gable
## 1418     2.5Unf           7           8      1919         1950     Gable
## 1419     1.5Fin           5           5      1939         1950     Gable
## 1420     1.5Fin           5           4      1941         1950     Gable
## 1421     2Story           6           5      1920         1950     Gable
## 1422     1.5Fin           5           6      1940         1950     Gable
## 1423     1.5Fin           7           7      1929         1950     Gable
## 1424     2Story           7           7      1932         1990     Gable
## 1425     2Story           6           7      1930         1959     Gable
## 1426     2Story           5           7      1950         1963     Gable
## 1427     1Story           5           6      1942         1950     Gable
## 1428     1.5Fin           6           7      1926         1950       Hip
## 1429     1Story           4           4      1925         1950     Gable
## 1430     1Story           4           6      1925         1950     Gable
## 1431     1.5Fin           6           5      1957         1957     Gable
## 1432     1Story           3           5      1945         1950     Gable
## 1433     1.5Fin           5           6      1951         1951     Gable
## 1434     1.5Fin           3           5      1916         1950     Gable
## 1435     1Story           8           5      2005         2006       Hip
## 1436     1Story           8           5      2004         2005       Hip
## 1437     1Story           6           6      1979         1979     Gable
## 1438     1Story           6           5      1978         1978     Gable
## 1439     1Story           8           5      2001         2001       Hip
## 1440       SLvl           6           6      1975         1975     Gable
## 1443     1Story           8           5      2005         2006     Gable
## 1444     1Story           9           5      2005         2006       Hip
## 1445     1Story           1           3      1951         1951     Gable
## 1446     SFoyer           7           5      1997         1997     Gable
## 1447     2Story           5           6      1977         1977     Gable
## 1448     1Story           5           7      1968         2003     Gable
## 1450     SFoyer           4           6      1970         1970     Gable
## 1451     2Story           4           4      1972         1972     Gable
## 1452     1Story           5           5      1969         1979     Gable
## 1453     2Story           4           5      1970         1970     Gable
## 1454     2Story           4           5      1970         1970     Gable
## 1455     2Story           4           7      1970         1970     Gable
## 1456     2Story           4           5      1970         1970     Gable
## 1457     1Story           5           7      1960         1996     Gable
## 1458     SFoyer           5           5      1992         1992     Gable
## 1459     2Story           7           5      1993         1994     Gable
##      RoofMatl Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 1     CompShg     VinylSd     VinylSd       None          0        TA        TA
## 2     CompShg     Wd Sdng     Wd Sdng    BrkFace        108        TA        TA
## 3     CompShg     VinylSd     VinylSd       None          0        TA        TA
## 4     CompShg     VinylSd     VinylSd    BrkFace         20        TA        TA
## 5     CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 6     CompShg     HdBoard     HdBoard       None          0        TA        TA
## 8     CompShg     VinylSd     VinylSd       None          0        TA        TA
## 9     CompShg     HdBoard     HdBoard       None          0        TA        TA
## 10    CompShg     Plywood     Plywood       None          0        TA        TA
## 11    CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 12    CompShg     HdBoard     HdBoard    BrkFace        504        TA        TA
## 13    CompShg     HdBoard     HdBoard    BrkFace        492        TA        TA
## 14    CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 15    CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 16    CompShg     VinylSd     VinylSd      Stone        162        Ex        TA
## 17    CompShg     VinylSd     VinylSd      Stone        256        Gd        TA
## 18    CompShg     VinylSd     VinylSd    BrkFace        615        Gd        TA
## 19    CompShg     CemntBd     CmentBd    BrkFace        240        Gd        TA
## 20    CompShg     VinylSd     VinylSd    BrkFace       1095        Ex        TA
## 21    CompShg     VinylSd     VinylSd    BrkFace        232        Gd        TA
## 22    CompShg     VinylSd     VinylSd      Stone        178        Gd        TA
## 23    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 24    CompShg     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 25    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 26    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 27    CompShg     VinylSd     VinylSd    BrkFace        114        Gd        TA
## 28    CompShg     VinylSd     VinylSd    BrkFace        226        Gd        TA
## 29    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 30    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 31    CompShg     VinylSd     VinylSd    BrkFace        122        Gd        TA
## 32    CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 33    CompShg     Plywood     Plywood     BrkCmn        250        TA        Gd
## 34    CompShg     HdBoard     ImStucc    BrkFace        504        Gd        TA
## 35    CompShg     HdBoard     HdBoard    BrkFace        180        Gd        TA
## 36    CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 37    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 38    CompShg     MetalSd     MetalSd    BrkFace        120        Gd        TA
## 39    CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 40    CompShg     VinylSd     VinylSd    BrkFace        216        Gd        TA
## 43    CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 44    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 45    CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 47    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 49    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 50    CompShg     VinylSd     VinylSd    BrkFace        172        TA        TA
## 51    CompShg     HdBoard     HdBoard       None          0        TA        TA
## 52    CompShg     Wd Sdng     Plywood    BrkFace        268        TA        TA
## 54    CompShg     HdBoard     HdBoard    BrkFace        144        TA        TA
## 55    CompShg     MetalSd     MetalSd    BrkFace        265        Gd        TA
## 56    CompShg     MetalSd     MetalSd      Stone        340        TA        Gd
## 57    CompShg     HdBoard     HdBoard    BrkFace        216        TA        TA
## 58    CompShg     HdBoard     HdBoard       None          0        TA        TA
## 59    CompShg     VinylSd     VinylSd    BrkFace        506        Gd        TA
## 61    CompShg     MetalSd     MetalSd    BrkFace         91        TA        TA
## 62    CompShg     Wd Sdng     Wd Sdng      Stone        432        TA        TA
## 63    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 64    CompShg     WdShing     Wd Shng       None          0        TA        TA
## 65    CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 66    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 67    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 68    CompShg     WdShing     Wd Shng       None          0        TA        TA
## 69    CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 70    CompShg     Wd Sdng     Wd Sdng    BrkFace        218        TA        TA
## 71    CompShg     Wd Sdng     Wd Sdng    BrkFace        771        TA        TA
## 72    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 73    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 74    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 75    CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 77    CompShg     AsbShng     AsbShng       None          0        TA        Fa
## 78    CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 79    CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 80    CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 81    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 82    CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 84    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 85    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 86    CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 87    CompShg     MetalSd     MetalSd      Stone        300        TA        TA
## 88    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 89    CompShg     VinylSd     VinylSd       None          0        TA        TA
## 90    CompShg     MetalSd     MetalSd       None          0        TA        TA
## 91    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 92    CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 93    CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 94    CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 95    CompShg     HdBoard     HdBoard    BrkFace         90        TA        TA
## 96    CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 97    CompShg     Wd Sdng     Wd Shng       None          0        Fa        Fa
## 98    CompShg     VinylSd     VinylSd       None          0        TA        TA
## 100   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 101   Tar&Grv     Plywood     Plywood    BrkFace         72        Fa        Fa
## 102   CompShg     HdBoard     HdBoard    BrkFace         47        TA        TA
## 103   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 105   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 107   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 109   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 110   CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 111   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 112   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 113   CompShg     VinylSd     VinylSd      Stone         96        Gd        TA
## 115   CompShg     Plywood     Plywood    BrkFace        177        Gd        TA
## 116   CompShg     VinylSd     VinylSd    BrkFace         85        Gd        Gd
## 117   CompShg     VinylSd     VinylSd      Stone         80        Gd        TA
## 118   CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 119   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 121   CompShg     CemntBd     CmentBd       None          0        Gd        Gd
## 122   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 123   CompShg     CemntBd     CmentBd    BrkFace        320        Gd        TA
## 124   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 126   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 127   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 128   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 129   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 130   CompShg     Plywood     Plywood       None          0        TA        TA
## 131   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 132   CompShg     MetalSd     VinylSd    BrkFace        203        TA        TA
## 134   Tar&Grv     Plywood      CBlock       None          0        TA        TA
## 135   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 136   CompShg     Wd Sdng     Wd Sdng    BrkFace        371        Gd        Gd
## 137   CompShg     VinylSd     VinylSd    BrkFace        430        TA        Gd
## 138   CompShg     VinylSd     VinylSd    BrkFace         44        TA        TA
## 139   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 140   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 141   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 142   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 143   CompShg     Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 144   CompShg     CemntBd     CmentBd      Stone        186        Gd        TA
## 145   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 146   CompShg     Plywood     Plywood       None          0        TA        TA
## 148   CompShg     VinylSd     VinylSd      Stone         60        Gd        TA
## 149   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 150   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 151   CompShg     Plywood     HdBoard       None          0        TA        TA
## 152   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 154   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 155   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 156   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 157   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 158   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 159   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 160   CompShg     HdBoard     HdBoard       None          0        TA        Po
## 161   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 162   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 163   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 164   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 165   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 166   CompShg     Plywood     Plywood    BrkFace        440        TA        TA
## 167   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 169   CompShg     HdBoard     HdBoard    BrkFace         32        TA        TA
## 170   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 171   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 172   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 173   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 174   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 176   CompShg     HdBoard     HdBoard    BrkFace         45        TA        TA
## 177   CompShg     HdBoard     Wd Sdng    BrkFace        157        TA        TA
## 179   CompShg     VinylSd     VinylSd    BrkFace        101        TA        TA
## 181   CompShg     HdBoard     HdBoard    BrkFace        144        TA        TA
## 182   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 186   CompShg     Plywood     Plywood    BrkFace        196        TA        TA
## 187   CompShg     Plywood     Plywood       None          0        TA        TA
## 190   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 191   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 192   CompShg     HdBoard     HdBoard    BrkFace        504        TA        TA
## 193   CompShg     HdBoard     HdBoard    BrkFace        425        TA        TA
## 194   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 195   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 196   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 197   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 198   CompShg     Plywood     Brk Cmn       None          0        Gd        TA
## 199   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 201   CompShg     VinylSd     VinylSd      Stone        726        Ex        TA
## 202   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 203   CompShg     VinylSd     VinylSd      Stone        450        Ex        TA
## 204   CompShg     VinylSd     VinylSd      Stone        472        Ex        TA
## 205   CompShg     VinylSd     VinylSd      Stone        302        Ex        TA
## 206   CompShg     VinylSd     VinylSd    BrkFace        238        Gd        TA
## 207   CompShg     VinylSd     VinylSd      Stone         20        Gd        TA
## 208   CompShg     VinylSd     VinylSd      Stone        284        Ex        TA
## 209   CompShg     VinylSd     VinylSd      Stone        122        Gd        TA
## 210   CompShg     VinylSd     VinylSd       None        285        Ex        TA
## 211   CompShg     VinylSd     VinylSd    BrkFace        418        Gd        TA
## 212   CompShg     VinylSd     VinylSd    BrkFace        724        Gd        TA
## 213   CompShg     VinylSd     VinylSd      Stone        186        Gd        TA
## 214   CompShg     VinylSd     VinylSd      Stone        383        Gd        TA
## 215   CompShg     VinylSd     VinylSd      Stone        240        Gd        TA
## 216   CompShg     VinylSd     VinylSd      Stone        135        Gd        TA
## 217   CompShg     VinylSd     VinylSd      Stone        176        Gd        TA
## 218   CompShg     CemntBd     CmentBd      Stone        730        Ex        TA
## 219   CompShg     VinylSd     VinylSd    BrkFace        470        Gd        TA
## 220   CompShg     MetalSd     MetalSd    BrkFace        308        Ex        TA
## 221   CompShg     VinylSd     VinylSd    BrkFace        500        Ex        TA
## 222   CompShg     VinylSd     VinylSd    BrkFace        270        Gd        TA
## 223   CompShg     VinylSd     VinylSd      Stone        163        Gd        TA
## 224   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 225   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 226   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 227   CompShg     WdShing     Wd Shng       None          0        Gd        TA
## 228   CompShg     VinylSd     VinylSd    BrkFace        200        Gd        TA
## 229   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 233   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 234   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 235   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 237   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 238   CompShg     VinylSd     VinylSd    BrkFace        150        Gd        TA
## 240   CompShg     VinylSd     VinylSd    BrkFace        286        Gd        TA
## 242   CompShg     VinylSd     VinylSd      Stone        240        Gd        TA
## 243   CompShg     VinylSd     VinylSd    BrkFace        294        Gd        TA
## 244   CompShg     VinylSd     VinylSd      Stone        260        Gd        TA
## 245   CompShg     VinylSd     VinylSd      Stone        206        Gd        TA
## 246   CompShg     VinylSd     VinylSd      Stone        198        Ex        TA
## 247   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 248   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 249   CompShg     VinylSd     VinylSd      Stone        120        Gd        TA
## 250   CompShg     VinylSd     VinylSd      Stone        238        Gd        TA
## 251   CompShg     VinylSd     VinylSd      Stone        121        Gd        TA
## 252   CompShg     VinylSd     VinylSd    BrkFace        288        Gd        TA
## 253   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 254   CompShg     VinylSd     Wd Shng       None          0        Gd        TA
## 255   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 256   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 257   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 258   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 259   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 260   Tar&Grv     VinylSd     VinylSd    BrkFace        264        Gd        TA
## 261   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 262   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 263   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 264   CompShg     VinylSd     VinylSd    BrkFace        140        Gd        TA
## 265   CompShg     VinylSd     VinylSd    BrkFace        132        Gd        TA
## 266   CompShg     HdBoard     HdBoard       None          0        Gd        Gd
## 267   CompShg     Plywood     ImStucc       None          0        Gd        TA
## 268   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 270   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 271   CompShg     HdBoard     Plywood       None          0        TA        TA
## 276   CompShg     VinylSd     VinylSd    BrkFace         60        TA        TA
## 279   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 282   CompShg     MetalSd     MetalSd    BrkFace        513        Gd        TA
## 283   CompShg     MetalSd     MetalSd    BrkFace        218        Gd        TA
## 285   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 286   CompShg     Plywood     Plywood    BrkFace        200        Gd        Gd
## 288   CompShg     MetalSd     MetalSd    BrkFace        256        TA        TA
## 289   CompShg     HdBoard     HdBoard    BrkFace        128        TA        TA
## 290   CompShg     HdBoard     HdBoard    BrkFace        200        TA        TA
## 292   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 293   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 294   CompShg     Plywood     Plywood    BrkFace        252        TA        TA
## 296   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 297   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 300   CompShg     Wd Sdng     Wd Sdng    BrkFace        217        TA        TA
## 301   CompShg     HdBoard     HdBoard      Stone        144        TA        Gd
## 303   CompShg     HdBoard     HdBoard    BrkFace         90        TA        TA
## 304   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 305   CompShg     BrkComm     Brk Cmn       None          0        Gd        TA
## 306   CompShg     MetalSd     MetalSd    BrkFace          3        TA        TA
## 307   CompShg     MetalSd     MetalSd    BrkFace        210        TA        Gd
## 308   CompShg     Wd Sdng     Wd Sdng    BrkFace        164        Gd        TA
## 310   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 311   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 312   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 313   CompShg     Plywood     Plywood       None          0        TA        TA
## 314   CompShg     Wd Sdng     Wd Sdng    BrkFace        657        TA        TA
## 315   CompShg     MetalSd     MetalSd    BrkFace         80        TA        TA
## 316   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 317   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 318   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 319   CompShg     Wd Sdng     Wd Sdng    BrkFace        140        TA        TA
## 320   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 321   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 322   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 323   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 324   CompShg     MetalSd     MetalSd       None          0        Gd        Gd
## 325   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 326   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 327   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 328   CompShg      Stucco      Stucco       None          0        Fa        TA
## 329   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 330   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 331   CompShg     MetalSd     MetalSd      Stone        480        TA        TA
## 332   CompShg     HdBoard     HdBoard    BrkFace        295        TA        TA
## 333   CompShg     HdBoard     HdBoard       None          0        Fa        TA
## 334   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 335   CompShg     Plywood     Plywood      Stone        143        TA        TA
## 336   Tar&Grv     Wd Sdng     Wd Sdng    BrkFace         82        TA        TA
## 337   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 338   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 339   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 340   CompShg     BrkFace     Plywood       None          0        TA        TA
## 341   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 342   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 343   CompShg     HdBoard     HdBoard    BrkFace        420        TA        TA
## 344   CompShg     Plywood     Plywood    BrkFace        124        TA        Gd
## 345   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 346   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 347   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 348   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 349   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 350   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 351   CompShg     AsbShng     AsbShng       None          0        Fa        TA
## 352   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 353   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Ex
## 354   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 355   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 356   CompShg      Stucco      Stucco       None          0        Gd        TA
## 357   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 358   CompShg      Stucco     BrkFace       None          0        TA        TA
## 359   CompShg      Stucco      Stucco       None          0        TA        TA
## 361   CompShg     MetalSd     MetalSd       None          0        Fa        TA
## 362   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 363   CompShg     AsbShng     AsbShng       None          0        TA        Fa
## 365   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 366   CompShg      Stucco      Stucco    BrkFace        444        TA        TA
## 367   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 368   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 369   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 370   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 371   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 372   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 373   CompShg     Plywood     Plywood       None          0        TA        TA
## 375   CompShg     MetalSd     MetalSd      Stone        188        TA        Fa
## 376   CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 377   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 378   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 379   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 380   CompShg     Plywood     Plywood       None          0        TA        Gd
## 382   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 383   CompShg     HdBoard     HdBoard    BrkFace        172        TA        TA
## 385   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 386   CompShg     Wd Sdng     Wd Sdng    BrkFace         54        TA        TA
## 390   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 391   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 392   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 393   CompShg     HdBoard     HdBoard    BrkFace        149        Gd        TA
## 394   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 395   CompShg     Wd Sdng     Wd Sdng    BrkFace        100        Gd        TA
## 396   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 397   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 398   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 399   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 400   CompShg     Plywood     Plywood    BrkFace        216        TA        TA
## 401   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 405   CompShg     VinylSd     VinylSd      Stone        242        Ex        TA
## 406   CompShg     VinylSd     VinylSd      Stone        364        Ex        TA
## 407   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 408   CompShg     VinylSd     VinylSd      Stone        352        Gd        TA
## 409   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 410   CompShg     VinylSd     VinylSd    BrkFace        140        Gd        TA
## 411   CompShg     VinylSd     VinylSd      Stone         76        Gd        TA
## 412   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 414   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 415   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 416   CompShg     VinylSd     VinylSd    BrkFace        120        TA        TA
## 417   CompShg     VinylSd     VinylSd    BrkFace         68        Gd        TA
## 418   CompShg     VinylSd     VinylSd    BrkFace        180        Gd        TA
## 420   CompShg     HdBoard     HdBoard    BrkFace         40        TA        TA
## 421   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 423   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 425   CompShg     VinylSd     VinylSd    BrkFace        260        Gd        TA
## 427   CompShg     VinylSd     VinylSd    BrkFace        209        Gd        TA
## 428   CompShg     VinylSd     VinylSd    BrkFace        180        Gd        TA
## 429   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 430   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 431   CompShg     VinylSd     VinylSd    BrkFace         80        TA        TA
## 432   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 433   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 434   CompShg     VinylSd     VinylSd    BrkFace         74        TA        TA
## 435   CompShg     HdBoard     HdBoard    BrkFace        259        TA        TA
## 436   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 437   CompShg     MetalSd     MetalSd    BrkFace         88        TA        TA
## 438   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 439   CompShg      Stucco      Stucco       None          0        Gd        TA
## 440   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 441   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 442   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 444   CompShg     BrkFace     BrkFace       None          0        TA        Gd
## 445   CompShg     HdBoard     Plywood      Stone        132        TA        TA
## 446   CompShg     BrkComm     Brk Cmn       None          0        TA        TA
## 447   CompShg     HdBoard     HdBoard      Stone        420        TA        TA
## 448   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 449   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 450   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 453   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 454   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 455   CompShg     CemntBd     CmentBd      Stone        174        Ex        TA
## 456   CompShg     Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 457   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 458   CompShg     Plywood     Plywood       None          0        TA        TA
## 459   CompShg     Plywood     Plywood       None          0        TA        TA
## 460   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 461   CompShg     CemntBd     CmentBd      Stone        246        Ex        TA
## 462   CompShg     CemntBd     CmentBd    BrkFace        406        Ex        TA
## 464   CompShg     Plywood     Plywood    BrkFace        310        TA        TA
## 465   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 466   CompShg     CemntBd     CmentBd      Stone        290        Ex        TA
## 467   CompShg     HdBoard     HdBoard    BrkFace        182        TA        TA
## 468   CompShg     HdBoard     HdBoard    BrkFace        176        TA        TA
## 469   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 470   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 471   CompShg     HdBoard     Wd Shng       None          0        TA        TA
## 472   CompShg     HdBoard     Wd Shng       None          0        TA        TA
## 473   CompShg     VinylSd     VinylSd    BrkFace        178        Gd        Ex
## 474   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 475   CompShg     VinylSd     VinylSd    BrkFace        119        TA        TA
## 476   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 478   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 479   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 480   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 481   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 483   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 484   CompShg     VinylSd     VinylSd      Stone        130        Gd        TA
## 485   CompShg     VinylSd     VinylSd    BrkFace        296        Ex        TA
## 487   CompShg     MetalSd     MetalSd    BrkFace        178        Ex        TA
## 489   CompShg     Plywood     Wd Sdng    BrkFace        102        Gd        TA
## 491   CompShg     Plywood     Plywood    BrkFace        383        Gd        Gd
## 492   CompShg     Plywood     Plywood    BrkFace        194        Gd        TA
## 493   CompShg     HdBoard     HdBoard    BrkFace        621        TA        TA
## 494   CompShg     HdBoard     HdBoard    BrkFace        280        TA        TA
## 495   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 497   CompShg     HdBoard     HdBoard    BrkFace        120        TA        TA
## 499   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 500   CompShg     HdBoard     HdBoard    BrkFace         72        TA        TA
## 501   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 502   CompShg     HdBoard     HdBoard    BrkFace        359        TA        TA
## 503   CompShg     HdBoard     HdBoard    BrkFace        422        TA        TA
## 504   CompShg     HdBoard     HdBoard    BrkFace        356        TA        TA
## 505   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 506   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 507   CompShg     VinylSd     VinylSd      Stone        302        Gd        TA
## 508   CompShg     VinylSd     VinylSd      Stone        554        Gd        TA
## 509   CompShg     VinylSd     VinylSd    BrkFace        480        Ex        TA
## 510   CompShg     VinylSd     VinylSd    BrkFace        270        Gd        TA
## 511   CompShg     CemntBd     CmentBd    BrkFace        468        Ex        TA
## 512   CompShg     CemntBd     CmentBd    BrkFace        368        Gd        TA
## 513   CompShg     VinylSd     VinylSd      Stone        108        Ex        TA
## 514   CompShg     VinylSd     VinylSd      Stone        126        Gd        TA
## 515   CompShg     MetalSd     MetalSd      Stone        680        Ex        TA
## 516   CompShg     VinylSd     VinylSd    BrkFace        504        Gd        TA
## 517   CompShg     VinylSd     VinylSd    BrkFace       1110        Gd        TA
## 518   CompShg     VinylSd     VinylSd    BrkFace        221        Gd        TA
## 519   CompShg     MetalSd     MetalSd    BrkFace        492        Ex        TA
## 520   CompShg     VinylSd     VinylSd      Stone        144        Gd        TA
## 521   CompShg     MetalSd     MetalSd    BrkFace        714        Ex        TA
## 522   CompShg     MetalSd     MetalSd    BrkFace        176        Gd        TA
## 523   CompShg     MetalSd     MetalSd    BrkFace        196        Gd        TA
## 524   CompShg     VinylSd     Wd Shng      Stone        106        Gd        TA
## 527   CompShg     WdShing     Wd Shng    BrkFace         20        Gd        TA
## 528   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 531   CompShg     VinylSd     VinylSd      Stone        176        Gd        TA
## 532   CompShg     VinylSd     VinylSd    BrkFace        647        Gd        TA
## 534   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 535   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 536   CompShg     HdBoard     HdBoard    BrkFace       1290        Gd        TA
## 538   CompShg     VinylSd     VinylSd    BrkFace        495        Gd        TA
## 539   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 541   WdShake     VinylSd     VinylSd    BrkFace        320        Gd        TA
## 542   CompShg     VinylSd     VinylSd    BrkFace        128        Gd        TA
## 543   CompShg     VinylSd     VinylSd      Stone        156        Gd        TA
## 544   CompShg     VinylSd     VinylSd      Stone        310        Gd        TA
## 545   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 546   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 547   CompShg     VinylSd     VinylSd    BrkFace        292        Gd        TA
## 548   CompShg     CemntBd     CmentBd      Stone        210        Gd        TA
## 549   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 550   CompShg     VinylSd     VinylSd    BrkFace         95        Gd        TA
## 551   CompShg     VinylSd     VinylSd    BrkFace        126        TA        TA
## 552   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 553   CompShg     VinylSd     VinylSd    BrkFace         38        Gd        TA
## 554   CompShg     HdBoard     HdBoard    BrkFace        120        Gd        TA
## 555   CompShg     VinylSd     VinylSd    BrkFace        145        Gd        TA
## 556   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 557   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 558   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 559   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 560   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 561   CompShg     Wd Sdng     HdBoard       None          0        TA        TA
## 562   CompShg     HdBoard     ImStucc    BrkFace        144        TA        TA
## 563   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 565   CompShg     Wd Sdng     Wd Sdng    BrkFace        568        Gd        TA
## 566   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 567   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 568   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 569   CompShg     MetalSd     MetalSd      Stone        216        TA        TA
## 572   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 573   CompShg     VinylSd     VinylSd    BrkFace        260        Gd        TA
## 574   CompShg     VinylSd     VinylSd    BrkFace        216        Gd        TA
## 575   CompShg     VinylSd     VinylSd    BrkFace        513        TA        TA
## 576   CompShg     MetalSd     MetalSd    BrkFace        466        Gd        TA
## 577   CompShg     MetalSd     MetalSd    BrkFace        456        Gd        TA
## 578   CompShg     BrkFace     MetalSd       None          0        Ex        TA
## 579   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 581   CompShg     VinylSd     VinylSd       None          0        Ex        Ex
## 584   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 586   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 587   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 588   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 589   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 591   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 592   CompShg     Plywood     Plywood       None          0        TA        Gd
## 594   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 595   CompShg     MetalSd     MetalSd    BrkFace        203        Fa        Fa
## 596   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 597   CompShg     Wd Sdng     Wd Sdng    BrkFace         88        TA        TA
## 598   CompShg     VinylSd     VinylSd    BrkFace        410        Gd        Gd
## 599   CompShg     Wd Sdng     Wd Sdng    BrkFace        143        TA        TA
## 600   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 601   CompShg     Wd Sdng     Wd Sdng    BrkFace        187        TA        TA
## 602   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 603   CompShg     MetalSd     MetalSd      Stone         52        TA        TA
## 604   CompShg     MetalSd     MetalSd    BrkFace         84        TA        TA
## 606   CompShg     Plywood     Plywood    BrkFace        360        TA        TA
## 607   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 608   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 609   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 610   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 611   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 612   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 613   CompShg     HdBoard     Plywood       None          0        TA        TA
## 614   Tar&Grv     HdBoard     HdBoard    BrkFace        125        TA        TA
## 616   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 617   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 618   CompShg     BrkFace     MetalSd       None          0        TA        TA
## 619   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 620   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 621   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 622   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 623   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 624   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 625   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 626   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 627   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 628   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 629   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 630   CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 631   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 632   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 633   CompShg     WdShing     Wd Shng       None          0        Fa        Fa
## 634   CompShg      Stucco      Stucco       None          0        Gd        TA
## 635   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 636   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 637   CompShg     Wd Sdng     HdBoard       None          0        TA        TA
## 638   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 639   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 640   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 641   CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 642   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 643   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 644   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 645   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 646   CompShg     AsbShng     AsbShng       None          0        Fa        Fa
## 647   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 648   CompShg     MetalSd     MetalSd    BrkFace        164        TA        TA
## 649   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 650   CompShg     WdShing     Wd Shng       None          0        Gd        Gd
## 653   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 654   CompShg     HdBoard     HdBoard       None          0        TA        Gd
## 655   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 656   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 657   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 658   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 659   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 660   CompShg     AsbShng     AsbShng       None          0        TA        Gd
## 661   CompShg     MetalSd      CBlock       None          0        TA        TA
## 662   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 664   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 665   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 666   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 667   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 668   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 670   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 671   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 673   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 674   CompShg      Stucco      Stucco       None          0        TA        TA
## 675   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 676   CompShg     AsphShn     AsphShn       None          0        Fa        Fa
## 677   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 679   CompShg     HdBoard     Plywood    BrkFace         39        TA        TA
## 680   CompShg     HdBoard     HdBoard       None          0        TA        Fa
## 684   CompShg     BrkFace      Stucco       None          0        TA        TA
## 685   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 686   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 688   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 690   CompShg     Plywood     Plywood       None          0        TA        TA
## 691   CompShg     BrkFace     Plywood       None          0        TA        TA
## 692   Tar&Grv     VinylSd     VinylSd       None          0        TA        TA
## 693   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 694   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 695   CompShg     VinylSd     VinylSd     BrkCmn        216        Gd        TA
## 697   CompShg     HdBoard     HdBoard    BrkFace        251        Gd        TA
## 699   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 700   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 701   CompShg     VinylSd     VinylSd      Stone        156        Gd        TA
## 702   CompShg     VinylSd     VinylSd      Stone        554        Gd        TA
## 703   CompShg     VinylSd     VinylSd      Stone        402        Ex        TA
## 706   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 709   CompShg     VinylSd     VinylSd    BrkFace        120        Gd        TA
## 710   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 713   CompShg     Plywood     Wd Sdng       None          0        TA        TA
## 717   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 718   CompShg     VinylSd     VinylSd    BrkFace        192        Gd        TA
## 720   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 721   CompShg     VinylSd     VinylSd      Stone         50        Gd        TA
## 722   CompShg     VinylSd     VinylSd      Stone        212        Gd        TA
## 723   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 724   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 725   CompShg     HdBoard     Plywood    BrkFace        222        TA        TA
## 726   CompShg     HdBoard     Plywood    BrkFace         84        TA        TA
## 728   CompShg     Plywood     Plywood       None          0        TA        TA
## 729   CompShg     Plywood     Plywood       None          0        TA        TA
## 730   CompShg     AsbShng     Plywood       None          0        TA        Fa
## 731   CompShg     WdShing     Wd Shng     BrkCmn         58        TA        TA
## 732   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 733   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 734   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 735   CompShg     MetalSd     MetalSd      Stone        115        TA        TA
## 736   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 737   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 738   CompShg     WdShing     Wd Shng    BrkFace        174        TA        TA
## 739   CompShg      Stucco      Stucco       None          0        TA        TA
## 740   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 741   CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 742   CompShg      Stucco      Stucco       None          0        Gd        Gd
## 746   CompShg     WdShing     Plywood    BrkFace         88        TA        Fa
## 747   CompShg     BrkFace      Stucco      Stone         40        TA        TA
## 748   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 749   CompShg     BrkFace     MetalSd       None          0        TA        TA
## 750   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 751   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 752   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 753   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 754   CompShg     HdBoard     Plywood       None          0        Fa        TA
## 755   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 756   CompShg     WdShing     Wd Shng    BrkFace        162        TA        TA
## 757   CompShg     AsbShng     VinylSd       None          0        Fa        Po
## 758   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 759   CompShg     Plywood     Plywood       None          0        TA        TA
## 760   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 761   CompShg     CemntBd     CmentBd      Stone        186        Ex        TA
## 762   CompShg     CemntBd     CmentBd      Stone        174        Gd        TA
## 765   CompShg     Plywood     Plywood       None          0        TA        TA
## 766   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 767   CompShg     VinylSd     VinylSd    BrkFace        340        Gd        TA
## 768   CompShg     VinylSd     VinylSd      Stone        258        Gd        TA
## 769   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 770   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 771   CompShg     VinylSd     VinylSd      Stone         60        Gd        TA
## 772   CompShg     Wd Sdng     Wd Sdng    BrkFace        128        TA        TA
## 773   CompShg     Plywood     HdBoard    BrkFace        228        Gd        Gd
## 774   CompShg     VinylSd     VinylSd    BrkFace        206        Gd        TA
## 776   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 777   CompShg     VinylSd     VinylSd    BrkFace        674        Gd        TA
## 778   CompShg     VinylSd     VinylSd    BrkFace        200        TA        Gd
## 779   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 780   CompShg     VinylSd     VinylSd    BrkFace        197        TA        TA
## 781   CompShg     HdBoard     HdBoard    BrkFace         98        TA        TA
## 783   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 784   CompShg     CemntBd     CmentBd       None          0        TA        Gd
## 785   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 787   CompShg     CemntBd     CmentBd       None          0        TA        Gd
## 788   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 789   CompShg     HdBoard     Plywood       None          0        TA        TA
## 790   CompShg     HdBoard     Plywood       None          0        TA        TA
## 792   CompShg     MetalSd     MetalSd    BrkFace        302        TA        TA
## 793   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 796   CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 797   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 800   CompShg     HdBoard     HdBoard     BrkCmn        138        TA        TA
## 801   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 802   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 803   CompShg     VinylSd     VinylSd      Stone        146        Gd        TA
## 804   CompShg     VinylSd     VinylSd    BrkFace        710        Ex        TA
## 805   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 806   CompShg     MetalSd     MetalSd    BrkFace        165        Gd        TA
## 807   CompShg     VinylSd     VinylSd    BrkFace        945        Gd        TA
## 808   CompShg     CemntBd     CmentBd    BrkFace        250        Ex        TA
## 810   CompShg     MetalSd     MetalSd    BrkFace        306        Gd        TA
## 811   CompShg     Plywood     Plywood      Stone         67        TA        TA
## 812   WdShake     HdBoard     Plywood    BrkFace        549        TA        TA
## 813   CompShg     Plywood     Plywood    BrkFace         98        TA        TA
## 814   CompShg     MetalSd     MetalSd    BrkFace        253        TA        TA
## 815   CompShg     HdBoard     HdBoard    BrkFace        176        TA        TA
## 816   CompShg     Plywood     Plywood      Stone        130        TA        TA
## 817   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 818   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 819   CompShg     HdBoard     HdBoard    BrkFace         32        TA        TA
## 821   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 822   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 823   CompShg     HdBoard     HdBoard    BrkFace        567        TA        TA
## 824   CompShg     HdBoard     HdBoard    BrkFace        265        TA        TA
## 825   CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 826   CompShg     HdBoard     HdBoard    BrkFace         52        TA        TA
## 827   CompShg     VinylSd     VinylSd      Stone        378        Ex        TA
## 828   CompShg     CemntBd     CmentBd      Stone        302        Gd        TA
## 829   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 830   CompShg     CemntBd     CmentBd    BrkFace        456        Ex        TA
## 831   CompShg     VinylSd     VinylSd    BrkFace        190        Gd        TA
## 832   CompShg     VinylSd     VinylSd    BrkFace        400        Ex        TA
## 833   CompShg     VinylSd     VinylSd      Stone        456        Ex        TA
## 834   CompShg     MetalSd     MetalSd    BrkFace        365        Gd        TA
## 835   CompShg     CemntBd     CmentBd    BrkFace        970        Ex        TA
## 836   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 837   CompShg     VinylSd     VinylSd      Stone        120        Ex        TA
## 838   CompShg     MetalSd     MetalSd      Stone        510        Ex        TA
## 839   CompShg     VinylSd     VinylSd    BrkFace        502        Gd        TA
## 840   CompShg     VinylSd     VinylSd    BrkFace        280        Gd        TA
## 842   CompShg     VinylSd     VinylSd    BrkFace        210        Gd        TA
## 843   CompShg     VinylSd     VinylSd    BrkFace        210        Gd        TA
## 844   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 845   CompShg     VinylSd     VinylSd      Stone        182        Gd        TA
## 846   CompShg     VinylSd     VinylSd      Stone        182        Gd        TA
## 847   CompShg     VinylSd     VinylSd      Stone        256        Gd        TA
## 848   CompShg     VinylSd     VinylSd      Stone        108        Gd        TA
## 849   CompShg     MetalSd     MetalSd    BrkFace        394        Ex        TA
## 850   CompShg     MetalSd     MetalSd    BrkFace        176        Gd        TA
## 851   CompShg     VinylSd     Wd Shng      Stone        235        Gd        TA
## 852   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 853   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 854   CompShg     VinylSd     VinylSd      Stone         44        TA        TA
## 855   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 856   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 857   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 858   CompShg     VinylSd     VinylSd      Stone         22        Gd        TA
## 859   CompShg     VinylSd     VinylSd      Stone         16        Gd        TA
## 860   CompShg     VinylSd     VinylSd    BrkFace          0        Gd        TA
## 862   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 863   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 864   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 865   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 867   CompShg     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 869   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 870   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 871   CompShg     VinylSd     VinylSd    BrkFace        515        Gd        TA
## 872   CompShg     MetalSd     MetalSd    BrkFace        422        Gd        TA
## 873   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 874   CompShg     VinylSd     VinylSd    BrkFace        275        Gd        TA
## 875   CompShg     VinylSd     VinylSd    BrkFace        309        Gd        TA
## 876   CompShg     VinylSd     VinylSd    BrkFace        526        Gd        Gd
## 877   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 878   CompShg     VinylSd     VinylSd    BrkFace        164        Gd        TA
## 879   CompShg     VinylSd     VinylSd    BrkFace        248        Gd        TA
## 880   CompShg     CemntBd     CmentBd    BrkFace        754        Ex        TA
## 881   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 882   CompShg     VinylSd     VinylSd    BrkFace        148        Gd        TA
## 883   CompShg     VinylSd     VinylSd    BrkFace        143        Gd        TA
## 884   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 885   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 886   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 887   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 888   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 889   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 890   CompShg     WdShing     Wd Shng       None          0        Gd        TA
## 891   CompShg     CemntBd     CmentBd       None          0        Ex        TA
## 892   CompShg     VinylSd     VinylSd    BrkFace        298        Gd        TA
## 893   CompShg     VinylSd     VinylSd    BrkFace        353        Gd        TA
## 894   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 895   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 896   CompShg     VinylSd     VinylSd    BrkFace        126        Gd        TA
## 897   CompShg     VinylSd     VinylSd    BrkFace        170        Gd        TA
## 899   CompShg     Plywood     Plywood       None          0        TA        TA
## 900   CompShg     Plywood     Plywood       None          0        TA        TA
## 901   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 903   CompShg     Plywood     Plywood    BrkFace         44        TA        TA
## 904   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 905   CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 906   CompShg     VinylSd     VinylSd      Stone         30        Gd        TA
## 907   CompShg     VinylSd     VinylSd      Stone         36        Gd        TA
## 908   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 909   CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 910   CompShg     MetalSd     MetalSd    BrkFace        342        TA        TA
## 911   CompShg     MetalSd     MetalSd    BrkFace        216        Gd        TA
## 912   CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 914   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 915   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 916   CompShg     VinylSd     MetalSd    BrkFace        600        Gd        TA
## 917   CompShg     BrkFace     BrkFace       None          0        Gd        TA
## 918   CompShg     MetalSd     MetalSd    BrkFace         41        TA        TA
## 919   CompShg     VinylSd     VinylSd    BrkFace        525        TA        TA
## 921   CompShg     HdBoard     HdBoard    BrkFace        196        TA        TA
## 922   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 923   CompShg     VinylSd     VinylSd    BrkFace        112        TA        TA
## 924   CompShg     MetalSd     MetalSd    BrkFace        194        Gd        TA
## 925   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 926   CompShg     HdBoard     HdBoard    BrkFace        203        TA        TA
## 927   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 929   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 931   CompShg     VinylSd     VinylSd    BrkFace         56        TA        Gd
## 932   CompShg     CemntBd     CmentBd       None          0        TA        TA
## 933   CompShg     HdBoard     Plywood    BrkFace        202        TA        TA
## 934   CompShg     HdBoard     HdBoard    BrkFace         98        TA        TA
## 935   CompShg     MetalSd     MetalSd    BrkFace        306        TA        Gd
## 938   CompShg     Wd Sdng     HdBoard       None          0        TA        TA
## 939   CompShg     WdShing     Wd Shng       None          0        Fa        Fa
## 940   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 941   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 942   CompShg     HdBoard     HdBoard    BrkFace        176        TA        Gd
## 943   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 945   CompShg     WdShing     Wd Shng    BrkFace        291        TA        TA
## 946   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 947   CompShg     Wd Sdng     Wd Sdng     BrkCmn         54        TA        TA
## 948   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 949   CompShg     HdBoard     HdBoard     BrkCmn         69        TA        TA
## 950   CompShg     Wd Sdng     Wd Sdng    BrkFace        289        TA        TA
## 951   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 952   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 953   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 954   CompShg     VinylSd     MetalSd       None          0        TA        Ex
## 955   CompShg     Wd Sdng     Wd Sdng      Stone        260        TA        TA
## 956   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 957   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 958   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 959   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 960   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 961   CompShg     VinylSd     VinylSd       None          0        TA        TA
## 963   CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 965   CompShg     Wd Sdng     MetalSd       None          0        TA        TA
## 966   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 967   CompShg     Wd Sdng     HdBoard       None          0        TA        Gd
## 968   CompShg     Plywood     Plywood    BrkFace        364        TA        TA
## 969   CompShg     HdBoard     HdBoard    BrkFace         53        TA        TA
## 970   CompShg     Wd Sdng     Wd Sdng    BrkFace         86        TA        TA
## 971   CompShg     WdShing     Wd Shng       None          0        TA        TA
## 973   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 974   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 975   CompShg     BrkFace     BrkFace       None          0        TA        TA
## 976   CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 977   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 978   CompShg     HdBoard     HdBoard       None          0        TA        TA
## 979   CompShg     MetalSd     MetalSd       None          0        Gd        Gd
## 980   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 981   CompShg     AsbShng     AsbShng       None          0        TA        TA
## 982   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 983   CompShg     VinylSd     VinylSd      Stone        279        TA        TA
## 984   CompShg      Stucco      Stucco       None          0        TA        TA
## 985   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 986   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 988   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 989   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 990   CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 991   CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 992   CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 993   CompShg     MetalSd     MetalSd       None          1        TA        TA
## 994   CompShg      Stucco     Wd Sdng       None          0        TA        TA
## 995   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 996   CompShg     MetalSd     MetalSd       None          0        TA        TA
## 997   CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 998   CompShg     MetalSd     VinylSd       None          0        TA        TA
## 999   CompShg     AsbShng     AsbShng       None          0        Gd        TA
## 1001  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1002  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1003  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1004  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1005  CompShg     Wd Sdng     Wd Shng       None          0        TA        Gd
## 1006  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1008  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1009  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1010  CompShg     HdBoard     HdBoard    BrkFace        234        TA        TA
## 1011  CompShg     VinylSd     VinylSd       None          0        TA        Ex
## 1012  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1013  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1014  CompShg     Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 1015  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1016  CompShg     Plywood     Plywood       None          0        TA        TA
## 1017  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1018  CompShg     HdBoard     HdBoard    BrkFace         30        TA        TA
## 1019  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1020  CompShg     HdBoard     HdBoard    BrkFace         50        Gd        Gd
## 1022  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1023  CompShg     HdBoard     HdBoard    BrkFace         89        TA        TA
## 1026  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1027  CompShg     Wd Sdng     Wd Sdng    BrkFace        356        TA        Fa
## 1028  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1029  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1030  CompShg     Plywood     Plywood    BrkFace        340        TA        TA
## 1035  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1036  CompShg     MetalSd     MetalSd      Stone        300        TA        Gd
## 1037  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1038  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1040  CompShg     Wd Sdng     Wd Sdng    BrkFace        149        Gd        Ex
## 1041  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1042  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1043  CompShg     MetalSd     MetalSd       None          0        Fa        Fa
## 1044  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1045  CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 1046  CompShg     VinylSd     VinylSd      Stone        306        Gd        TA
## 1047  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1048  CompShg     VinylSd     VinylSd      Stone        306        Gd        TA
## 1049  CompShg     VinylSd     VinylSd    BrkFace        204        Gd        TA
## 1050  CompShg     VinylSd     VinylSd    BrkFace        132        Gd        TA
## 1051  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1052  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1054  WdShngl     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1056  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1057  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1058  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1059  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1060  CompShg     VinylSd     VinylSd    BrkFace        290        Gd        TA
## 1061  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1063  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1064  CompShg     VinylSd     VinylSd    BrkFace        113        TA        Gd
## 1065  CompShg     Plywood     VinylSd    BrkFace         51        TA        TA
## 1066  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1067  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1068  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1069  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1070  CompShg     Plywood     Plywood       None          0        TA        Gd
## 1072  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1073  CompShg     VinylSd     VinylSd    BrkFace        214        Gd        TA
## 1074  CompShg     HdBoard     HdBoard    BrkFace        519        Gd        TA
## 1077  CompShg     VinylSd     VinylSd    BrkFace        158        Gd        TA
## 1078  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1079  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1080  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1081  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1082  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1083  CompShg     HdBoard     HdBoard    BrkFace        162        TA        TA
## 1084  CompShg     VinylSd     VinylSd      Stone         20        TA        Gd
## 1085  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1086  CompShg     HdBoard     HdBoard      Stone        198        TA        TA
## 1087  CompShg     HdBoard     Plywood       None          0        TA        Fa
## 1089  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1090  CompShg     CemntBd     CmentBd      Stone       1224        Ex        TA
## 1091  CompShg     VinylSd     VinylSd      Stone         76        TA        TA
## 1092  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1093  CompShg     AsbShng     Plywood     BrkCmn        128        TA        TA
## 1094  CompShg     Plywood     Plywood       None          0        TA        TA
## 1095  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1096  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1097  CompShg     WdShing     Plywood       None          0        TA        TA
## 1098  CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 1099  CompShg      Stucco     Plywood       None          0        TA        TA
## 1100  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1101  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1102  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1103  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1104  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1105  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1106  CompShg     AsbShng     CmentBd       None          0        TA        Gd
## 1107  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1110  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1112  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1114  CompShg     WdShing     Plywood       None          0        Gd        TA
## 1115  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1116  CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 1117  CompShg     Wd Sdng     Plywood       None          0        TA        TA
## 1118  CompShg      Stucco      Stucco       None          0        TA        TA
## 1119  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1120  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1121  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1122  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1123  CompShg     CemntBd     CmentBd      Stone        473        Gd        TA
## 1125  CompShg     VinylSd     VinylSd    BrkFace        166        Gd        TA
## 1126  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1129  CompShg     Plywood     Plywood       None          0        TA        TA
## 1130  CompShg     VinylSd     VinylSd    BrkFace        352        Gd        TA
## 1131  CompShg     HdBoard     HdBoard    BrkFace       1224        TA        Gd
## 1132  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1133  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1134  CompShg     Plywood     Plywood       None          0        TA        TA
## 1136  CompShg     VinylSd     VinylSd    BrkFace        886        Gd        TA
## 1139  CompShg     MetalSd     MetalSd    BrkFace        242        Ex        TA
## 1140  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1141  CompShg     VinylSd     VinylSd    BrkFace        134        TA        TA
## 1142  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1144  CompShg     CemntBd     CmentBd    BrkFace        189        TA        TA
## 1145  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1146  CompShg     Plywood     Plywood    BrkFace        144        TA        TA
## 1148  CompShg     Plywood     Plywood       None          0        TA        Fa
## 1149  CompShg     Plywood     Plywood       None          0        TA        TA
## 1150  CompShg     Wd Sdng     HdBoard       None          0        TA        TA
## 1151  CompShg     Plywood     Plywood       None        198        TA        TA
## 1153  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1154  CompShg     Plywood     HdBoard       None          0        TA        TA
## 1156  CompShg     VinylSd     VinylSd    BrkFace        244        TA        Gd
## 1159  CompShg     HdBoard     HdBoard    BrkFace        434        TA        Gd
## 1160  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1162  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1163  CompShg     VinylSd     VinylSd    BrkFace        216        Gd        TA
## 1164  CompShg     VinylSd     VinylSd    BrkFace        248        Gd        TA
## 1165  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1167  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1168  CompShg     VinylSd     VinylSd    BrkFace        600        Gd        Ex
## 1169  CompShg     CemntBd     CmentBd    BrkFace        662        Ex        TA
## 1170  CompShg     VinylSd     VinylSd    BrkFace        184        Gd        TA
## 1171  CompShg     VinylSd     VinylSd      Stone        734        Ex        TA
## 1172  CompShg     VinylSd     VinylSd    BrkFace        550        Gd        TA
## 1173  CompShg     MetalSd     MetalSd    BrkFace        230        Gd        TA
## 1174  CompShg     VinylSd     VinylSd    BrkFace        420        Ex        TA
## 1176  CompShg     Plywood     Plywood    BrkFace         68        TA        TA
## 1178  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1179  CompShg     Plywood     Plywood    BrkFace        248        TA        TA
## 1180  CompShg     HdBoard     Plywood    BrkFace        176        TA        TA
## 1181  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1182  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1183  CompShg     HdBoard     HdBoard    BrkFace        514        TA        TA
## 1184  CompShg     HdBoard     HdBoard    BrkFace        200        TA        TA
## 1185  CompShg     HdBoard     HdBoard    BrkFace        380        TA        TA
## 1186  CompShg     HdBoard     HdBoard    BrkFace        504        TA        TA
## 1187  CompShg     HdBoard     HdBoard    BrkFace        504        TA        TA
## 1188  CompShg     Plywood     Plywood       None          0        TA        TA
## 1189  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1190  CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 1191  CompShg     Plywood     Brk Cmn       None          0        TA        TA
## 1192  CompShg     VinylSd     VinylSd      Stone        215        Gd        TA
## 1193  CompShg     VinylSd     VinylSd    BrkFace        232        Gd        TA
## 1194  CompShg     VinylSd     VinylSd      Stone        206        Gd        TA
## 1195  CompShg     VinylSd     VinylSd    BrkFace        568        Ex        TA
## 1196  CompShg     VinylSd     VinylSd    BrkFace        525        Gd        TA
## 1197  CompShg     MetalSd     MetalSd    BrkFace        385        Ex        TA
## 1198  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1199  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1200  CompShg     MetalSd     MetalSd    BrkFace        142        Gd        TA
## 1201  CompShg     VinylSd     VinylSd    BrkFace        430        Ex        TA
## 1202  CompShg     MetalSd     MetalSd    BrkFace        674        Ex        TA
## 1204  CompShg     MetalSd     MetalSd    BrkFace        278        Ex        TA
## 1205  CompShg     MetalSd     MetalSd    BrkFace        518        Gd        TA
## 1206  CompShg     MetalSd     MetalSd    BrkFace        572        Ex        TA
## 1207  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1208  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1209  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1210  CompShg     VinylSd     VinylSd    BrkFace        236        Gd        TA
## 1211  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1212  CompShg     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1215  CompShg     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1216  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1219  CompShg     VinylSd     VinylSd    BrkFace        242        Gd        TA
## 1220  CompShg     VinylSd     VinylSd    BrkFace        322        Gd        TA
## 1222  CompShg     VinylSd     VinylSd    BrkFace        397        Gd        TA
## 1223  CompShg     MetalSd     MetalSd    BrkFace        738        Gd        Gd
## 1226  CompShg     CemntBd     CmentBd      Stone        192        Gd        TA
## 1227  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1228  CompShg     VinylSd     VinylSd    BrkFace         60        Gd        TA
## 1229  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1230  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1231  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1232  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1233  CompShg     VinylSd     VinylSd    BrkFace        118        Gd        TA
## 1234  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1235  CompShg     VinylSd     VinylSd    BrkFace        172        Gd        TA
## 1236  CompShg     VinylSd     VinylSd    BrkFace         96        Gd        TA
## 1237  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1238  CompShg     HdBoard     HdBoard       None          0        Gd        TA
## 1239  CompShg     Plywood     Plywood       None          0        Gd        TA
## 1240  CompShg     Plywood     Plywood       None          0        Gd        TA
## 1242  CompShg     Wd Sdng     Wd Sdng    BrkFace         51        TA        TA
## 1243  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1246  CompShg     Plywood     Plywood    BrkFace         90        TA        TA
## 1251  CompShg     WdShing     Wd Sdng    BrkFace        145        Gd        Fa
## 1252  CompShg     HdBoard     ImStucc    BrkFace        692        Gd        TA
## 1253  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1254  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1257  CompShg     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1258  CompShg     CemntBd     CmentBd       None          0        Gd        TA
## 1259  CompShg     Plywood     Plywood    BrkFace        144        TA        TA
## 1260  CompShg     HdBoard     HdBoard    BrkFace        264        TA        TA
## 1261  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1262  CompShg     HdBoard     HdBoard    BrkFace        300        TA        TA
## 1263  CompShg     HdBoard     HdBoard    BrkFace        203        TA        TA
## 1264  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1266  CompShg     MetalSd     MetalSd    BrkFace        140        TA        TA
## 1267  CompShg     BrkFace     VinylSd       None          0        TA        Gd
## 1269  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1270  CompShg     Wd Sdng     Wd Sdng    BrkFace         88        TA        TA
## 1271  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1272  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1273  CompShg     WdShing     Wd Shng       None          0        TA        TA
## 1274  CompShg     Wd Sdng     Plywood      Stone        150        TA        Gd
## 1275  CompShg     HdBoard     HdBoard      Stone        144        TA        TA
## 1276  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1277  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1280  CompShg     MetalSd     MetalSd    BrkFace        332        TA        TA
## 1281  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1283  CompShg     Wd Sdng     Wd Sdng    BrkFace        272        TA        TA
## 1284  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1285  CompShg     Wd Sdng     Wd Sdng    BrkFace        176        TA        Gd
## 1286  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1287  CompShg     Wd Sdng     Wd Sdng    BrkFace        522        TA        TA
## 1288  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1289  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1290  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1291  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1292  WdShake     BrkFace     BrkFace       None          0        Gd        TA
## 1293  CompShg     Wd Sdng     VinylSd       None          0        TA        TA
## 1294  CompShg     MetalSd     MetalSd       None          0        TA        Fa
## 1295  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1296  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1297  CompShg     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 1298  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1299  CompShg     MetalSd     MetalSd       None          0        TA        Ex
## 1300  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1301  CompShg     HdBoard     HdBoard    BrkFace        379        TA        TA
## 1302  CompShg     HdBoard     HdBoard     BrkCmn        161        TA        TA
## 1303  CompShg     HdBoard     HdBoard    BrkFace        104        TA        TA
## 1304  CompShg     Plywood     Plywood     BrkCmn         58        TA        TA
## 1306  CompShg     BrkComm     Wd Sdng       None          0        TA        TA
## 1307  CompShg     BrkFace       Stone       None          0        TA        TA
## 1308  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1309  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1310  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1311  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1312  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1313  CompShg     CemntBd     CmentBd       None          0        Gd        Gd
## 1314  CompShg     MetalSd     MetalSd      Stone        264        TA        TA
## 1315  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1316  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1317  CompShg     AsbShng     Wd Sdng       None          0        TA        TA
## 1318  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1319  CompShg     MetalSd     MetalSd       None          0        Gd        TA
## 1320  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1321  CompShg     MetalSd      Stucco       None          0        TA        TA
## 1322  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1323  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1324  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1325  CompShg     MetalSd     MetalSd    BrkFace        145        TA        Gd
## 1326  CompShg     AsbShng     AsbShng       None          0        TA        TA
## 1327  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1328  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1329  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1330  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1331  CompShg     HdBoard     HdBoard       None          0        TA        TA
## 1332  CompShg     Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 1333  CompShg     BrkComm      Stucco       None          0        TA        TA
## 1334  CompShg     AsbShng     AsbShng       None          0        Gd        TA
## 1335  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1336  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1337  CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 1338  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1339  CompShg     AsbShng     Plywood       None          0        Fa        Gd
## 1340  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1341  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1342  CompShg     HdBoard     HdBoard      Stone         41        TA        Fa
## 1343  CompShg     BrkFace     BrkFace       None          0        TA        TA
## 1344  CompShg     Wd Sdng     MetalSd       None          0        TA        TA
## 1345  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1346  CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 1347  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1349  CompShg     HdBoard     Plywood       None          0        TA        Gd
## 1350  CompShg     Plywood     Plywood       None          0        TA        TA
## 1354  CompShg     Plywood     Plywood    BrkFace         99        TA        TA
## 1357  Tar&Grv     WdShing     Wd Shng       None          0        TA        TA
## 1358  CompShg     HdBoard     HdBoard    BrkFace        153        TA        TA
## 1360  CompShg     MetalSd     MetalSd       None          0        TA        Gd
## 1361  CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 1362  CompShg     WdShing     Plywood       None          0        TA        TA
## 1363  CompShg     BrkFace     Wd Sdng       None          0        TA        TA
## 1364  CompShg     Plywood     Plywood      Stone         96        TA        TA
## 1365  CompShg     Wd Sdng     Wd Sdng    BrkFace        232        TA        TA
## 1366  CompShg     MetalSd     MetalSd      Stone        164        TA        TA
## 1367  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1368  CompShg     HdBoard     HdBoard    BrkFace        232        Gd        TA
## 1369  CompShg     HdBoard     HdBoard       None          0        Gd        Gd
## 1370  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1371  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1372  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1373  CompShg     VinylSd     VinylSd    BrkFace        198        Gd        TA
## 1374  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1375  CompShg     VinylSd     VinylSd    BrkFace        140        Gd        TA
## 1376  CompShg     VinylSd     VinylSd    BrkFace        532        Gd        TA
## 1377  CompShg     Plywood     Plywood       None          0        TA        Fa
## 1378  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1379  CompShg     VinylSd     VinylSd    BrkFace         68        Gd        TA
## 1381  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1382  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1383  CompShg     HdBoard     Plywood    BrkFace         62        TA        TA
## 1384  CompShg     HdBoard     HdBoard    BrkFace        123        TA        TA
## 1385  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1387  CompShg     VinylSd     VinylSd    BrkFace        148        TA        TA
## 1389  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1390  CompShg     VinylSd     VinylSd    BrkFace        261        Gd        TA
## 1392  CompShg     VinylSd     VinylSd    BrkFace        227        TA        TA
## 1393  CompShg     VinylSd     VinylSd       None          0        Gd        Gd
## 1394  CompShg     VinylSd     VinylSd    BrkFace        170        Gd        TA
## 1395  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1396  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1397  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1398  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1399  CompShg     Plywood     Plywood       None          0        TA        Gd
## 1400  Tar&Grv     Plywood     Wd Shng    BrkFace        355        TA        TA
## 1401  CompShg     HdBoard     Plywood       None          0        TA        TA
## 1402  CompShg     HdBoard      Stucco    BrkFace        190        Gd        TA
## 1403  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1404  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1405  CompShg     VinylSd     VinylSd    BrkFace         82        TA        TA
## 1406  CompShg     VinylSd     VinylSd      Stone         50        Gd        TA
## 1407  CompShg     VinylSd     VinylSd       None          0        TA        Gd
## 1408  CompShg     AsbShng     AsbShng       None          0        TA        Fa
## 1409  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1410  CompShg     Wd Sdng     Wd Sdng    BrkFace         60        TA        TA
## 1411  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1412  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1413  CompShg     VinylSd     Wd Sdng       None          0        TA        TA
## 1414  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1415  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1416  CompShg     Wd Sdng      Stucco       None          0        TA        TA
## 1417  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1418  CompShg     MetalSd      Stucco       None          0        TA        TA
## 1419  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1420  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1421  CompShg     Wd Sdng     Wd Shng       None          0        TA        TA
## 1422  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1423  CompShg      Stucco     Wd Sdng    BrkFace        270        Gd        Gd
## 1424  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1425  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1426  CompShg     Wd Sdng     Wd Sdng    BrkFace        405        TA        Gd
## 1427  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1428  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1429  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1430  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1431  CompShg     MetalSd     MetalSd    BrkFace        327        TA        TA
## 1432  CompShg     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1433  CompShg     WdShing     Wd Shng       None          0        Fa        Fa
## 1434  CompShg     MetalSd     MetalSd       None          0        TA        TA
## 1435  CompShg     CemntBd     CmentBd      Stone        473        Gd        TA
## 1436  CompShg     CemntBd     CmentBd      Stone        186        Gd        TA
## 1437  CompShg     Plywood     Plywood       None          0        TA        TA
## 1438  CompShg     Plywood     Plywood       None          0        TA        TA
## 1439  CompShg     VinylSd     VinylSd       None          0        Gd        TA
## 1440  CompShg     Plywood     Plywood    BrkFace        257        TA        TA
## 1443  CompShg     VinylSd     VinylSd      Stone        198        Gd        TA
## 1444  CompShg     VinylSd     VinylSd    BrkFace        382        Ex        TA
## 1445  CompShg      CBlock     VinylSd       None          0        TA        Fa
## 1446  CompShg     MetalSd     MetalSd    BrkFace        200        TA        Gd
## 1447  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1448  CompShg     Plywood     Plywood       None          0        TA        TA
## 1450  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1451  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1452  CompShg     Plywood     Plywood    BrkFace        194        TA        TA
## 1453  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1454  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1455  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1456  CompShg     CemntBd     CmentBd       None          0        TA        TA
## 1457  CompShg     VinylSd     VinylSd       None          0        TA        TA
## 1458  CompShg     HdBoard     Wd Shng       None          0        TA        TA
## 1459  CompShg     HdBoard     HdBoard    BrkFace         94        TA        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1        CBlock       TA       TA           No          Rec        468
## 2        CBlock       TA       TA           No          ALQ        923
## 3         PConc       Gd       TA           No          GLQ        791
## 4         PConc       TA       TA           No          GLQ        602
## 5         PConc       Gd       TA           No          ALQ        263
## 6         PConc       Gd       TA           No          Unf          0
## 8         PConc       Gd       TA           No          Unf          0
## 9         PConc       Gd       TA           Gd          GLQ        637
## 10       CBlock       TA       TA           No          ALQ        804
## 11        PConc       Gd       TA           No          GLQ       1051
## 12       CBlock       TA       TA           No          Rec        156
## 13       CBlock       TA       TA           No          Rec        300
## 14       CBlock       TA       TA           No          ALQ        514
## 15       CBlock       Gd       TA           No          Unf          0
## 16        PConc       Ex       TA           No          Unf          0
## 17        PConc       Gd       TA           No          Unf          0
## 18        PConc       Ex       TA           No          GLQ        110
## 19        PConc       Ex       TA           No          GLQ         28
## 20        PConc       Ex       TA           Gd          GLQ       1373
## 21        PConc       Gd       TA           Gd          GLQ        578
## 22        PConc       Gd       TA           Mn          GLQ         24
## 23        PConc       Gd       TA           No          Unf          0
## 24        PConc       Gd       TA           Av          GLQ         16
## 25        PConc       Gd       TA           No          GLQ        326
## 26        PConc       Gd       TA           No          Unf          0
## 27        PConc       Ex       TA           No          Unf          0
## 28        PConc       Gd       TA         None          Unf          0
## 29        PConc       Gd       TA           No          Unf          0
## 30        PConc       Ex       TA           No          GLQ       1414
## 31        PConc       Gd       TA           Av          Unf          0
## 32       BrkTil       TA       TA           No          Unf          0
## 33       CBlock       TA       TA           Gd          BLQ        126
## 34        PConc       Gd       TA           No          LwQ        250
## 35        PConc       Gd       TA           No          GLQ       1129
## 36        PConc       Ex       TA           Av          GLQ       1298
## 37        PConc       Gd       TA           No          Unf          0
## 38        PConc       Gd       TA           Av          GLQ        280
## 39        PConc       Gd       TA           No          GLQ        368
## 40        PConc       Gd       TA           No          GLQ        376
## 43        PConc       Ex       Po           No          GLQ       1032
## 44        PConc       Gd       TA           No          GLQ        484
## 45        PConc       Gd       TA           No          GLQ        833
## 47        PConc       Gd       TA           Mn          GLQ       1137
## 49       CBlock       TA       TA           No          ALQ        329
## 50       CBlock       TA       TA           No          Rec        698
## 51        PConc       Gd       TA           No          BLQ       1059
## 52       CBlock       TA       TA           No          BLQ       1010
## 54       CBlock       TA       TA           No          BLQ       1500
## 55       CBlock       TA       TA           No          LwQ        670
## 56       CBlock       TA       TA           No          Rec        300
## 57       CBlock       TA       TA           Gd          GLQ        944
## 58       CBlock       TA       TA           No          Unf          0
## 59        PConc       Gd       TA           No          GLQ       1188
## 61       CBlock       TA       TA           No          Rec        936
## 62       CBlock       TA       TA           No          Rec        734
## 63       CBlock       TA       TA           No          Unf          0
## 64       CBlock       TA       TA           No          BLQ        339
## 65       CBlock       TA       TA           No          Rec        648
## 66       CBlock       TA       TA           Av          Rec        532
## 67       BrkTil       TA       TA           No          Unf          0
## 68       CBlock       TA       TA           No          ALQ        481
## 69       CBlock       TA       TA           No          Rec        588
## 70       CBlock       TA       TA           Gd          BLQ        717
## 71        PConc       TA       TA           No          ALQ         48
## 72        PConc       TA       TA           No          BLQ        579
## 73       CBlock       TA       TA           Mn          BLQ        274
## 74        PConc       Gd       TA           No          Unf          0
## 75       BrkTil       TA       TA           No          BLQ        780
## 77       BrkTil       Fa       Fa           No          Unf          0
## 78       BrkTil       TA       TA           No          Unf          0
## 79        Stone       Fa       Fa           No          Unf          0
## 80       BrkTil       TA       TA           Mn          Unf          0
## 81       CBlock       Fa       TA           No          Rec        283
## 82       CBlock       TA       TA           No          Rec        788
## 84       BrkTil       TA       TA           No          Rec        188
## 85       BrkTil       TA       Gd           No          BLQ        452
## 86       CBlock       TA       TA           No          LwQ        264
## 87       CBlock       TA       TA           No          Rec        360
## 88       CBlock       TA       TA           No          Rec        300
## 89       CBlock       TA       Fa           No          Rec        276
## 90       BrkTil       TA       TA           No          LwQ        448
## 91       BrkTil       Fa       Fa           No          ALQ        960
## 92       CBlock       TA       TA           No          Unf          0
## 93        PConc       TA       TA           No          Unf          0
## 94       BrkTil       TA       TA           No          Unf          0
## 95       CBlock       Gd       TA           No          Rec        766
## 96       BrkTil       Gd       Fa           No          Unf          0
## 97       BrkTil       TA       TA           No          Rec       1026
## 98       CBlock       Fa       TA           No          LwQ        368
## 100      BrkTil       TA       TA           Mn          LwQ        736
## 101      CBlock       TA       TA           No          ALQ        704
## 102      CBlock       TA       TA           Mn          BLQ        240
## 103      CBlock       TA       TA           No          GLQ        775
## 105      CBlock       TA       Gd           No          Rec        267
## 107      BrkTil       Fa       TA           No          Unf          0
## 109      CBlock       TA       TA           Mn          BLQ        288
## 110      CBlock       TA       TA           No          GLQ        104
## 111      CBlock       TA       Fa           No          LwQ        192
## 112      CBlock       TA       TA           Av          BLQ        954
## 113       PConc       Gd       TA           Gd          GLQ       1346
## 115      CBlock       Gd       TA           Gd          GLQ       1433
## 116       PConc       Gd       TA           No          GLQ        860
## 117       PConc       Gd       TA           No          GLQ         24
## 118       PConc       Fa       Gd           No          Unf          0
## 119       PConc       Gd       Fa           Av          GLQ        870
## 121      CBlock       Gd       TA           No          GLQ        198
## 122      CBlock       TA       TA           Av          ALQ        480
## 123       PConc       Gd       TA           No          GLQ       1682
## 124       PConc       Gd       TA           No          Unf          0
## 126      CBlock     None     None         None         None          0
## 127      CBlock       Fa       TA           No          Unf          0
## 128      CBlock       Gd       TA           Gd          ALQ       1070
## 129      CBlock       TA       TA           No          Unf          0
## 130      CBlock       TA       TA           Av          ALQ        528
## 131      CBlock       TA       TA           No          Unf          0
## 132      BrkTil       TA       TA           Mn          Rec        133
## 134        Slab     None     None         None         None          0
## 135       PConc       TA       Fa           No          Unf          0
## 136      BrkTil       Gd       TA           No          ALQ        426
## 137      CBlock       TA       TA           No          ALQ        375
## 138       PConc       Gd       TA           No          GLQ        343
## 139      CBlock       Gd       TA           Gd          GLQ        747
## 140      CBlock       Gd       TA           Av          GLQ         76
## 141      BrkTil       TA       TA           No          BLQ        480
## 142      BrkTil       TA       TA           Mn          BLQ        308
## 143      CBlock       TA       TA           No          Unf          0
## 144       PConc       Ex       TA           Gd          GLQ       1373
## 145       PConc       Gd       TA           No          GLQ        615
## 146      CBlock       TA       TA           No          ALQ        679
## 148       PConc       Gd       TA           No          GLQ         78
## 149       PConc       Gd       TA           No          Unf          0
## 150       PConc       Gd       TA           No          Unf          0
## 151      CBlock       TA       TA           No          Rec         42
## 152       PConc       Ex       TA           Av          Unf          0
## 154      CBlock       Gd       TA           Gd          GLQ        915
## 155      CBlock       TA       TA           No          GLQ        176
## 156      CBlock       TA       TA           No          Unf          0
## 157      CBlock       TA       TA           No          Rec        294
## 158      CBlock       TA       TA           No          ALQ        469
## 159      CBlock       Gd       TA           Mn          Rec        207
## 160       PConc       TA       TA           No          Unf          0
## 161       PConc       Gd       TA           No          Rec        458
## 162      CBlock       TA       TA           Av          BLQ        476
## 163       PConc       Gd       Gd           Gd          GLQ       1341
## 164       PConc       Gd       TA           Mn          GLQ        944
## 165      CBlock       Fa       Fa           No          Rec        564
## 166      CBlock       TA       TA           No          LwQ        844
## 167       PConc       Gd       TA           No          ALQ        847
## 169       PConc       Gd       TA           No          GLQ        284
## 170       PConc       Ex       TA           Av          GLQ       1965
## 171       PConc       Gd       TA           Av          GLQ        341
## 172       PConc       Gd       TA           No          GLQ        741
## 173       PConc       Gd       TA           No          GLQ        189
## 174       PConc       Gd       TA           No          GLQ        476
## 176       PConc       Gd       TA           No          Unf          0
## 177       PConc       Gd       TA           No          ALQ        400
## 179       PConc       TA       TA           No          LwQ        363
## 181       PConc       TA       TA           No          ALQ        832
## 182       PConc       Gd       TA           Mn          GLQ        622
## 186      CBlock       TA       TA           No          ALQ        888
## 187      CBlock       TA       TA           No          ALQ        636
## 190      CBlock       TA       TA           No          ALQ        726
## 191      CBlock       TA       TA           No          ALQ        240
## 192      CBlock       TA       TA           No          BLQ        254
## 193      CBlock       TA       TA           No          Rec        110
## 194      CBlock       Gd       TA           No          ALQ        306
## 195      CBlock       Gd       TA           No          ALQ        435
## 196      CBlock       Gd       TA           No          ALQ        389
## 197      CBlock       Gd       TA           No          ALQ        320
## 198      CBlock       Gd       TA           No          ALQ        279
## 199      CBlock       TA       TA           No          ALQ        536
## 201       PConc       Ex       TA           No          GLQ       1360
## 202       PConc       Ex       TA           No          GLQ        986
## 203       PConc       Ex       TA           Av          GLQ       1232
## 204       PConc       Ex       TA           Gd          GLQ       2288
## 205       PConc       Ex       TA           No          Unf          0
## 206       PConc       Ex       TA           Gd          GLQ       1531
## 207       PConc       Ex       TA           Av          GLQ       1230
## 208       PConc       Ex       TA           Mn          GLQ       1015
## 209       PConc       Ex       Gd           Av          GLQ       1037
## 210       PConc       Ex       TA           No          GLQ       1142
## 211       PConc       Gd       TA           No          ALQ       1262
## 212       PConc       Ex       TA           No          GLQ       1972
## 213       PConc       Gd       TA           No          Unf          0
## 214       PConc       Gd       TA           No          Unf          0
## 215       PConc       Gd       TA           Av          ALQ        836
## 216       PConc       Gd       TA           Av          GLQ        881
## 217       PConc       Gd       TA           No          GLQ        876
## 218       PConc       Ex       TA           Gd          GLQ       2146
## 219       PConc       Ex       TA           Gd          GLQ       1557
## 220       PConc       Ex       TA           No          GLQ        800
## 221       PConc       Ex       TA           No          Unf          0
## 222       PConc       Ex       TA           Gd          GLQ       1196
## 223       PConc       Gd       TA           No          Unf          0
## 224       PConc       Gd       Gd           No          Unf          0
## 225       PConc       Gd       TA           Av          Unf          0
## 226       PConc       Gd       TA           Av          GLQ         16
## 227       PConc       Gd       TA           Mn          Unf          0
## 228       PConc       Gd       TA           No          Unf          0
## 229       PConc       Gd       TA           Mn          Unf          0
## 233       PConc       Gd       TA           Mn          GLQ        241
## 234       PConc       Gd       TA           No          GLQ        683
## 235       PConc       Gd       TA           No          Unf          0
## 237       PConc       TA       TA           No          Unf          0
## 238       PConc       Gd       TA           Mn          GLQ       1173
## 240       PConc       Gd       TA           No          GLQ        816
## 242       PConc       Gd       TA           Mn          Unf          0
## 243       PConc       Gd       TA           No          Unf          0
## 244       PConc       Gd       TA           Av          GLQ       1294
## 245       PConc       Ex       TA           Av          GLQ        379
## 246       PConc       Ex       TA           Gd          GLQ       2158
## 247       PConc       Ex       TA           No          Unf          0
## 248       PConc       Gd       TA           No          Unf          0
## 249       PConc       Gd       TA           Av          Unf          0
## 250       PConc       Gd       TA           No          GLQ         24
## 251       PConc       Ex       Gd           No          GLQ        682
## 252       PConc       Gd       TA           No          Unf          0
## 253       PConc       Gd       TA           No          GLQ       1430
## 254       PConc       Gd       TA           No          GLQ        771
## 255       PConc       Gd       TA           No          GLQ        410
## 256       PConc       Gd       TA           No          Unf          0
## 257       PConc       Gd       Gd           No          GLQ         54
## 258       PConc       Gd       TA           No          Unf          0
## 259       PConc       Gd       TA           Gd          Unf          0
## 260       PConc       Gd       TA           Gd          BLQ        516
## 261       PConc       Gd       TA           No          Unf          0
## 262       PConc       Gd       TA           No          Unf          0
## 263       PConc       Gd       TA           No          GLQ        836
## 264       PConc       Gd       TA           No          Unf          0
## 265       PConc       Gd       TA           No          GLQ        637
## 266       PConc       Gd       Gd           No          GLQ         52
## 267       PConc       Gd       TA           No          Unf          0
## 268       PConc       Gd       TA           No          LwQ         36
## 270        Slab     None     None         None         None          0
## 271      CBlock       TA       TA           No          LwQ         68
## 276      CBlock       TA       TA           No          LwQ        140
## 279       PConc       Gd       TA           No          Unf          0
## 282       PConc       Gd       TA           No          GLQ        507
## 283       PConc       Gd       TA           No          GLQ        549
## 285      CBlock       Gd       TA           Mn          LwQ        121
## 286      CBlock       TA       TA           No          Unf          0
## 288       PConc       TA       TA           No          Unf          0
## 289      CBlock       Gd       TA           Mn          ALQ        553
## 290      CBlock       TA       TA           Av          BLQ        955
## 292       PConc       TA       TA           No          BLQ        648
## 293      CBlock       TA       TA           No          Unf          0
## 294      CBlock       TA       TA           No          ALQ        698
## 296      CBlock       TA       TA           No          ALQ        734
## 297      CBlock       TA       TA           No          BLQ        403
## 300      CBlock       TA       TA           No          ALQ        310
## 301      CBlock       TA       TA           No          LwQ        998
## 303      CBlock       TA       TA           Gd          ALQ        568
## 304      CBlock       TA       TA           No          Rec        100
## 305      CBlock       TA       TA           No          Rec       1173
## 306      CBlock       TA       TA           No          Rec       1312
## 307      CBlock       TA       TA           No          ALQ       1387
## 308      CBlock       TA       TA           No          ALQ        856
## 310      CBlock       TA       TA           No          ALQ        708
## 311      CBlock       TA       TA           No          Rec        435
## 312      CBlock       TA       TA           No          Rec        172
## 313      CBlock       TA       TA           No          Rec        155
## 314       PConc       TA       TA           No          Unf          0
## 315      CBlock       TA       TA           No          ALQ        490
## 316      CBlock       TA       TA           No          Rec        308
## 317      CBlock       TA       TA           No          BLQ        700
## 318      CBlock       TA       TA           No          GLQ        931
## 319        Slab     None     None         None         None          0
## 320      CBlock       TA       TA           Mn          ALQ        699
## 321      CBlock       TA       TA           No          BLQ        390
## 322      CBlock       TA       TA           No          Unf          0
## 323      BrkTil       TA       TA           No          Unf          0
## 324      BrkTil       Fa       TA           No          Unf          0
## 325      BrkTil       TA       TA           No          Unf          0
## 326      BrkTil       TA       TA           No          Unf          0
## 327       PConc       TA       TA           No          Unf          0
## 328       PConc       Fa       TA           No          Unf          0
## 329      BrkTil       TA       TA           No          Unf          0
## 330      BrkTil       TA       TA           No          Unf          0
## 331      CBlock       TA       TA           No          Unf          0
## 332      CBlock       TA       TA           No          Rec        384
## 333      CBlock       TA       Fa           No          BLQ        872
## 334      CBlock       TA       TA           Mn          GLQ        745
## 335      CBlock       TA       TA           No          Rec        546
## 336      CBlock       Gd       TA           Gd          Unf          0
## 337      CBlock       TA       TA           Av          Rec        621
## 338      CBlock       TA       TA           No          Unf          0
## 339      CBlock       TA       Gd           No          ALQ        630
## 340      CBlock       Gd       TA           Av          GLQ        433
## 341      CBlock       TA       TA           No          Unf          0
## 342      CBlock       TA       TA           No          LwQ        120
## 343      CBlock       TA       TA           No          Unf          0
## 344      CBlock       Gd       TA           Av          GLQ        941
## 345      CBlock       TA       TA           No          BLQ        826
## 346       PConc       TA       TA           No          Unf          0
## 347      CBlock       TA       TA           Mn          LwQ        633
## 348      CBlock       TA       TA           No          Unf          0
## 349      CBlock       TA       TA           No          Unf          0
## 350      BrkTil       TA       TA           No          ALQ        421
## 351      BrkTil       Fa       Po           No          Unf          0
## 352      BrkTil       Fa       TA           No          Unf          0
## 353      CBlock       TA       TA           No          BLQ        384
## 354      BrkTil       Fa       TA           No          Unf          0
## 355      BrkTil     None     None         None         None          0
## 356       PConc       Fa       TA           No          Unf          0
## 357      BrkTil       Fa       TA           No          Unf          0
## 358      BrkTil       Fa       Gd           Mn          Unf          0
## 359      BrkTil       TA       TA           No          Unf          0
## 361      BrkTil       TA       TA           No          Unf          0
## 362       PConc       TA       TA           No          Unf          0
## 363      CBlock       Fa       TA           No          Unf          0
## 365      CBlock       TA       TA           No          Unf          0
## 366      BrkTil       TA       TA           No          Rec        220
## 367      BrkTil       TA       TA           No          Unf          0
## 368      BrkTil       TA       Fa           No          LwQ        273
## 369      BrkTil       TA       TA           No          LwQ        134
## 370       PConc       TA       TA           No          Unf          0
## 371      BrkTil       TA       TA           No          Unf          0
## 372      BrkTil       TA       Fa           No          Unf          0
## 373      CBlock       TA       Fa           No          BLQ        522
## 375      BrkTil       TA       Fa           No          Rec        169
## 376      BrkTil       TA       TA           No          Unf          0
## 377       PConc       Gd       Fa           Av          BLQ        749
## 378      CBlock       TA       TA           No          Rec        276
## 379      CBlock       Fa       TA           No          Unf          0
## 380      CBlock       Gd       Gd           Gd          GLQ       1200
## 382       PConc       TA       TA           No          Unf          0
## 383      CBlock       TA       TA           No          BLQ        527
## 385      CBlock       TA       Gd           No          Unf          0
## 386      CBlock       TA       TA           Av          BLQ        588
## 390      CBlock       TA       TA           No          Rec        257
## 391      CBlock       TA       TA           No          BLQ        342
## 392      CBlock       Gd       TA           No          BLQ        173
## 393      CBlock       Gd       TA           Mn          GLQ        552
## 394       PConc       Gd       TA           No          GLQ        460
## 395      CBlock       Gd       TA           Av          Rec         70
## 396       PConc       Gd       Gd           No          GLQ        474
## 397       PConc     None     None         None         None          0
## 398        Slab     None     None         None         None          0
## 399        Slab     None     None         None         None          0
## 400      CBlock       Gd       TA           Av          GLQ       1094
## 401        Slab     None     None         None         None          0
## 405       PConc       Ex       TA           Gd          GLQ       1021
## 406       PConc       Ex       TA           Gd          GLQ       1104
## 407       PConc       Gd       TA           Av          Unf          0
## 408       PConc       Ex       TA           Av          GLQ       1359
## 409       PConc       Gd       TA           Av          GLQ        902
## 410       PConc       Gd       TA           Av          GLQ        872
## 411       PConc       Ex       TA           Gd          GLQ         24
## 412       PConc       Gd       TA           Av          Unf          0
## 414       PConc       TA       TA           No          ALQ        755
## 415       PConc       Gd       TA           Mn          GLQ        950
## 416       PConc       Gd       TA           No          GLQ        606
## 417       PConc       Gd       TA           No          GLQ       1259
## 418       PConc       Gd       TA           Mn          GLQ         24
## 420      CBlock       TA       TA           No          ALQ        710
## 421       PConc       Gd       TA           Av          GLQ       1234
## 423       PConc       Gd       TA           No          Unf          0
## 425       PConc       Gd       TA           Gd          GLQ       1246
## 427       PConc       Gd       TA           Av          GLQ       1111
## 428       PConc       Gd       TA           Av          GLQ       1478
## 429       PConc       Gd       TA           No          Unf          0
## 430      CBlock       TA       TA           No          GLQ        399
## 431        Wood       Gd       TA           Gd          GLQ        547
## 432      CBlock       TA       TA           No          LwQ        332
## 433      CBlock       Fa       TA           Mn          Rec       1078
## 434      CBlock       TA       TA           No          Unf          0
## 435      CBlock       TA       TA           No          Rec        546
## 436      CBlock       TA       TA           No          Rec        626
## 437       PConc       TA       Fa           No          LwQ        832
## 438      BrkTil       TA       TA           No          Unf          0
## 439      BrkTil       TA       TA           No          Unf          0
## 440      BrkTil       TA       Fa           Mn          Unf          0
## 441      CBlock       TA       TA           No          ALQ        728
## 442      CBlock       TA       TA           No          Rec        793
## 444      BrkTil       TA       TA           Mn          Rec        154
## 445      CBlock       TA       TA           No          LwQ         65
## 446      BrkTil       TA       TA           No          BLQ        312
## 447       PConc       TA       TA           Av          LwQ        784
## 448      CBlock       TA       TA           No          Unf          0
## 449      CBlock       Gd       TA           Mn          ALQ        471
## 450      CBlock       Gd       TA           No          Unf          0
## 453      BrkTil       TA       TA           No          Unf          0
## 454      BrkTil       TA       TA           No          Unf          0
## 455       PConc       Ex       TA           Gd          GLQ       1476
## 456      CBlock     None     None         None         None          0
## 457       PConc       Gd       TA           No          ALQ        445
## 458      CBlock       TA       TA           Av          ALQ        767
## 459      CBlock       Gd       TA           Av          GLQ        841
## 460       PConc       Gd       TA           No          BLQ         55
## 461      CBlock       Ex       TA           Gd          GLQ       1758
## 462       PConc       Ex       TA           Gd          GLQ       1115
## 464       PConc       Gd       TA           Gd          GLQ        904
## 465       PConc       Gd       TA           No          Unf          0
## 466       PConc       Ex       TA           Gd          GLQ       1640
## 467      CBlock       TA       TA           No          ALQ        532
## 468      CBlock       TA       TA           No          BLQ        594
## 469      CBlock       Gd       TA           Av          GLQ        720
## 470      CBlock       Gd       TA           Av          Rec        114
## 471       PConc       Gd       TA           Av          GLQ        718
## 472       PConc       Gd       TA           No          ALQ        330
## 473      CBlock       TA       TA           Gd          BLQ        496
## 474       PConc       TA       TA           No          BLQ        706
## 475       PConc       Gd       TA           No          ALQ        476
## 476       PConc       Gd       TA           Gd          GLQ        851
## 478       PConc       Gd       TA           No          GLQ        450
## 479       PConc       Ex       TA           Mn          GLQ        656
## 480       PConc       Gd       TA           Mn          Unf          0
## 481       PConc       Gd       TA           No          Unf          0
## 483       PConc       Gd       TA           Gd          GLQ        319
## 484       PConc       Ex       TA           Gd          GLQ         16
## 485       PConc       Ex       TA           Gd          GLQ       1337
## 487       PConc       Ex       TA           Gd          GLQ       1034
## 489      CBlock       Gd       Gd           Mn          GLQ        983
## 491      CBlock       Gd       TA           No          GLQ       1206
## 492      CBlock       Gd       Fa           No          ALQ        864
## 493       PConc       Gd       TA           No          ALQ        890
## 494      CBlock       Gd       TA           Mn          Unf          0
## 495      CBlock       TA       Fa           No          BLQ        280
## 497      CBlock       TA       TA           No          Unf          0
## 499      CBlock       Gd       TA           Mn          Unf          0
## 500      CBlock       Gd       TA           Mn          Rec        252
## 501      CBlock       Gd       TA           No          Rec        119
## 502      CBlock       TA       TA           No          LwQ        458
## 503      CBlock       TA       TA           No          LwQ        483
## 504      CBlock       TA       TA           No          Rec        350
## 505      CBlock       Gd       TA           No          ALQ        286
## 506      CBlock       Gd       TA           No          ALQ        378
## 507       PConc       Ex       TA           No          GLQ       1012
## 508       PConc       Ex       TA           Gd          GLQ       1728
## 509       PConc       Ex       TA           Gd          GLQ       1375
## 510       PConc       Ex       TA           Gd          GLQ       1420
## 511       PConc       Ex       TA           Gd          GLQ       1082
## 512       PConc       Ex       TA           Av          GLQ       1249
## 513       PConc       Gd       TA           Av          GLQ         40
## 514       PConc       Ex       TA           No          GLQ        856
## 515       PConc       Ex       TA           Gd          GLQ       2257
## 516       PConc       Gd       TA           Mn          GLQ       1149
## 517       PConc       Ex       TA           Mn          GLQ       1075
## 518       PConc       Ex       TA           Gd          Unf          0
## 519       PConc       Gd       TA           No          GLQ        372
## 520       PConc       Gd       TA           No          GLQ         20
## 521       PConc       Ex       TA           No          GLQ       1204
## 522       PConc       Gd       TA           No          GLQ        846
## 523       PConc       Gd       TA           No          GLQ         24
## 524       PConc       Gd       TA           No          Unf          0
## 527       PConc       Gd       TA           Gd          Unf          0
## 528       PConc       Gd       TA           No          Unf          0
## 531       PConc       Gd       TA           No          GLQ        876
## 532       PConc       Gd       TA           Av          GLQ        544
## 534       PConc       Gd       TA           No          GLQ        870
## 535       PConc       Gd       TA           No          Unf          0
## 536       PConc       Gd       TA           No          Unf          0
## 538       PConc       Gd       TA           Av          GLQ       1660
## 539       PConc       Ex       TA           No          GLQ        851
## 541       PConc       Gd       TA           Av          BLQ        228
## 542       PConc       Ex       TA           No          GLQ       1096
## 543       PConc       Gd       TA           Av          Unf          0
## 544       PConc       Gd       TA           Av          GLQ        729
## 545       PConc       Ex       TA           No          GLQ        666
## 546       PConc       Gd       TA           No          GLQ         24
## 547       PConc       Gd       TA           Av          Unf          0
## 548       PConc       Gd       TA           No          GLQ        902
## 549       PConc       Gd       TA           Mn          GLQ         80
## 550       PConc       Gd       TA           Av          Unf          0
## 551       PConc       Gd       Gd           No          GLQ         80
## 552       PConc       Gd       TA           Mn          Unf          0
## 553       PConc       Gd       TA           No          GLQ        362
## 554       PConc       Gd       TA           No          GLQ        602
## 555       PConc       Gd       TA           Av          GLQ        537
## 556       PConc       Gd       TA           No          GLQ        472
## 557       PConc       Gd       TA           No          GLQ        397
## 558       PConc       TA       Gd           No          BLQ         53
## 559      CBlock       TA       TA           No          ALQ        764
## 560      CBlock       TA       Fa           Mn          ALQ        890
## 561      CBlock       Gd       Gd           No          ALQ        489
## 562      CBlock       TA       TA           Av          ALQ        800
## 563      CBlock       Gd       TA           No          LwQ        190
## 565       PConc       Gd       TA           Gd          BLQ        520
## 566       PConc       Gd       TA           No          GLQ         24
## 567       PConc       Gd       TA           No          GLQ        390
## 568       PConc       Gd       TA           No          Unf          0
## 569       PConc       Gd       TA           No          GLQ        550
## 572       PConc       Ex       TA           Av          GLQ        964
## 573       PConc       Gd       TA           Av          GLQ       1141
## 574       PConc       Gd       TA           No          GLQ        600
## 575       PConc       TA       TA           No          GLQ        681
## 576       PConc       Gd       TA           No          GLQ        612
## 577       PConc       Gd       TA           No          GLQ        813
## 578       PConc       Gd       TA           Mn          BLQ        128
## 579       PConc       Gd       TA           Gd          LwQ        560
## 581      CBlock       Gd     None           Mn          GLQ       1044
## 584      CBlock       TA       TA           No          Rec        301
## 586      CBlock       TA       TA           No          Unf          0
## 587      CBlock       TA       TA           No          LwQ        732
## 588      CBlock       TA       TA           No          ALQ        260
## 589      CBlock       TA       TA           No          Unf          0
## 591        Slab     None     None         None         None          0
## 592      CBlock       TA       TA           No          Unf          0
## 594       PConc       TA       TA           No          Rec        120
## 595      CBlock       TA       TA           No          Rec        658
## 596      CBlock       TA       TA           No          BLQ         32
## 597      CBlock       TA       TA           No          LwQ        531
## 598      CBlock       TA       TA           No          BLQ        575
## 599      CBlock       TA       TA           No          ALQ        621
## 600      CBlock       TA       TA           No          ALQ       1053
## 601      CBlock       TA       TA           No          LwQ        958
## 602      CBlock       TA       TA           No          Rec        774
## 603      CBlock       TA       TA           No          Rec        148
## 604      CBlock       TA       TA           No          Rec        500
## 606      CBlock       TA       TA           No          Unf          0
## 607      BrkTil     None     None         None         None          0
## 608      CBlock       TA       TA           No          Unf          0
## 609        Slab     None     None         None         None          0
## 610       PConc       TA       TA           No          Unf          0
## 611       PConc       TA       TA           No          Unf          0
## 612      BrkTil       TA       TA           No          Unf          0
## 613      CBlock       TA       TA           No          Rec        744
## 614      CBlock       TA       TA           No          BLQ        637
## 616      CBlock       Fa       TA           No          LwQ        432
## 617       PConc       TA       TA           No          BLQ        476
## 618      CBlock       TA       TA           No          BLQ        520
## 619      CBlock       TA       TA           No          ALQ        315
## 620      CBlock       TA       TA           No          Unf          0
## 621      CBlock       TA       TA           No          Rec        673
## 622      CBlock       TA       TA           Av          Unf          0
## 623      CBlock       TA       TA           Mn          GLQ        370
## 624      CBlock       TA       TA           No          Unf          0
## 625      CBlock       TA       TA           No          Unf          0
## 626       PConc       TA       TA           No          GLQ         96
## 627      BrkTil       TA       TA           No          Unf          0
## 628      BrkTil       TA       Fa           No          Unf          0
## 629      CBlock       Fa       TA           No          Unf          0
## 630      BrkTil       TA       TA           No          Unf          0
## 631       Stone       TA       TA           No          Unf          0
## 632      BrkTil       TA       TA           No          Unf          0
## 633      BrkTil       TA       TA           No          Rec        360
## 634      CBlock       TA       TA           No          Unf          0
## 635      CBlock       TA       TA           No          BLQ        590
## 636      BrkTil       TA       Gd           No          Unf          0
## 637      BrkTil       Fa       TA           No          Unf          0
## 638      CBlock       TA       TA           No          Rec        445
## 639      BrkTil       TA       TA           No          Unf          0
## 640      BrkTil       Fa       Fa           No          Unf          0
## 641      BrkTil       Fa       TA           No          Unf          0
## 642      BrkTil       TA       TA           No          BLQ        116
## 643      CBlock       TA       TA           No          Unf          0
## 644      BrkTil       TA       TA           No          Rec        234
## 645      BrkTil       Fa       TA           No          Unf          0
## 646      BrkTil       Fa       Fa           No          Unf          0
## 647      BrkTil       TA       TA           Mn          Unf          0
## 648      CBlock       TA       TA           No          Rec        200
## 649      CBlock       TA       TA           No          Unf          0
## 650      BrkTil       TA       TA           No          LwQ        406
## 653      CBlock       TA       TA           No          ALQ        600
## 654      BrkTil       TA       TA           No          Unf          0
## 655      CBlock       TA       TA           No          ALQ        521
## 656      BrkTil       TA       Fa           No          Unf          0
## 657      BrkTil       TA       TA           No          Rec        201
## 658      CBlock       TA       TA           No          LwQ        264
## 659      BrkTil       TA       TA           No          Unf          0
## 660      BrkTil       TA       TA           No          ALQ         68
## 661       PConc     None     None         None         None          0
## 662       PConc       TA       TA           No          BLQ         80
## 664      BrkTil       TA       TA           Mn          Rec        300
## 665      BrkTil       TA       TA           No          LwQ        203
## 666      BrkTil       TA       TA           No          Unf          0
## 667       PConc       TA       TA           Mn          Rec        196
## 668      BrkTil       Gd       Gd           No          Unf          0
## 670      CBlock       TA       TA           No          Rec        372
## 671      BrkTil       TA       TA           No          Unf          0
## 673      CBlock       TA       TA           No          Unf          0
## 674       PConc       TA       TA           No          Rec        121
## 675      BrkTil       Fa       TA           No          Unf          0
## 676       PConc       TA       Fa           No          Unf          0
## 677      CBlock       TA       TA           No          Unf          0
## 679      CBlock       TA       TA           Av          ALQ        528
## 680      CBlock       TA       TA           No          ALQ        758
## 684       PConc       TA       Fa           No          BLQ       1300
## 685      CBlock       TA       TA           No          GLQ        634
## 686      CBlock       TA       Gd           Gd          GLQ        776
## 688      BrkTil       TA       TA           No          ALQ        336
## 690      CBlock       Gd       TA           Gd          GLQ        599
## 691      CBlock       TA       TA           No          Unf          0
## 692       PConc       TA       TA           Gd          ALQ       1035
## 693      CBlock       TA       TA           Av          Rec        870
## 694       PConc       Gd       TA           Av          GLQ        864
## 695      CBlock       TA       TA           No          Rec        324
## 697       PConc       Gd       TA           No          GLQ       1271
## 699       PConc       Gd       TA           Av          Unf          0
## 700       PConc       Gd       TA           No          Unf          0
## 701       PConc       Gd       TA           Av          Unf          0
## 702       PConc       Gd       TA           Gd          GLQ       2085
## 703       PConc       Ex       TA           Av          GLQ       1153
## 706       PConc       Gd       TA           No          GLQ        722
## 709       PConc       Gd       TA           Mn          GLQ        527
## 710       PConc       Gd       TA           No          GLQ        663
## 713      CBlock       TA       TA           No          Rec         88
## 717       PConc       Gd       TA           No          Unf          0
## 718       PConc       Gd       TA           Av          Unf          0
## 720       PConc       Gd       TA           Gd          GLQ       1593
## 721       PConc       Gd       TA           Mn          GLQ         24
## 722       PConc       Gd       TA           No          GLQ         56
## 723       PConc       Gd       TA           Av          GLQ         24
## 724      CBlock       TA       TA           No          Rec        609
## 725      CBlock       Gd       Gd           Gd          ALQ        456
## 726      CBlock       TA     None           No          BLQ       1033
## 728      CBlock       TA       TA           Av          ALQ        288
## 729        Slab     None     None         None         None          0
## 730       PConc     None     None         None         None          0
## 731        Slab     None     None         None         None          0
## 732      CBlock       TA       TA           Av          ALQ        784
## 733       PConc       TA       TA           No          Unf          0
## 734        Slab     None     None         None         None          0
## 735      CBlock       Gd       TA           No          Rec        767
## 736      CBlock       Ex       TA           Av          Unf          0
## 737       PConc       TA       TA           No          ALQ        224
## 738      BrkTil       TA       TA           No          Unf          0
## 739      BrkTil       TA       TA           No          ALQ        281
## 740      BrkTil       TA       TA           No          BLQ        379
## 741      BrkTil       Gd       TA           No          Unf          0
## 742       PConc       Fa       TA           No          ALQ        406
## 746       PConc       TA       TA           No          Rec        500
## 747       PConc       TA       Fa           No          LwQ        210
## 748      CBlock       TA       Gd           No          GLQ        435
## 749       PConc       TA       TA           No          Rec       1116
## 750      CBlock       Gd       TA           No          GLQ        366
## 751      BrkTil       TA       TA           No          Rec        299
## 752      CBlock       Fa       TA           No          Unf          0
## 753      CBlock       Gd       TA           No          Unf          0
## 754      CBlock       Gd       TA           Mn          Rec        257
## 755      BrkTil       TA       TA           No          Unf          0
## 756      CBlock       TA       TA           No          ALQ        330
## 757        Slab     None     None         None         None          0
## 758       Stone     None       Fa           No          Unf          0
## 759       PConc     None       TA           No          Unf          0
## 760       Stone       Fa       Fa           Mn          Unf          0
## 761       PConc       Ex       TA           Gd          GLQ       1476
## 762       PConc       Ex       TA           Gd          GLQ       1474
## 765      CBlock     None     None         None         None          0
## 766       PConc       Gd       TA           No          ALQ       1383
## 767      CBlock       Gd       TA           Av          GLQ        893
## 768       PConc       Ex       TA           Gd          GLQ       1036
## 769       PConc       Gd       TA           Av          GLQ        770
## 770       PConc       Gd       TA           No          Unf          0
## 771       PConc       Gd       TA           Av          Unf          0
## 772      CBlock       Gd       TA           No          Unf          0
## 773      CBlock       Gd       Gd           Av          GLQ        920
## 774       PConc       Ex       TA           Av          GLQ       1029
## 776       PConc       Gd       TA           Av          GLQ       1011
## 777       PConc       Ex       TA           Av          GLQ       1571
## 778       PConc       Gd       Gd           Gd          GLQ       1309
## 779       PConc       Gd       TA           No          Unf          0
## 780       PConc       Ex       TA           No          GLQ        864
## 781      CBlock       Gd       TA           Av          ALQ        865
## 783       PConc       Gd       TA           No          ALQ        318
## 784      CBlock       Gd       TA           Av          GLQ        501
## 785      CBlock       Gd       TA           Gd          GLQ        437
## 787      CBlock       TA       TA           No          GLQ        358
## 788      CBlock       TA       TA           No          GLQ        534
## 789      CBlock       TA       TA           No          GLQ        638
## 790      CBlock       TA       TA           No          ALQ        647
## 792      CBlock       TA       TA           No          BLQ        838
## 793       PConc       Gd       TA           No          Unf          0
## 796       PConc       Gd       TA           No          Rec        414
## 797       PConc       Gd       TA           No          Unf          0
## 800      CBlock       TA       TA           Av          BLQ        550
## 801      CBlock       Gd       TA           Gd          GLQ        248
## 802       PConc       Gd       TA           Gd          GLQ        926
## 803       PConc       Ex       TA           Mn          GLQ        986
## 804       PConc       Ex       TA           Av          GLQ       1101
## 805      CBlock       Gd       TA           Gd          ALQ       1047
## 806       PConc       Ex       TA           Gd          GLQ        797
## 807       PConc       Ex       Gd           Gd          GLQ       1558
## 808       PConc       Ex       TA           Gd          GLQ       1152
## 810      CBlock       Gd       TA           No          ALQ        321
## 811      CBlock       Gd       TA           No          GLQ       1328
## 812      CBlock       Gd       TA           No          ALQ        758
## 813      CBlock       Gd       TA           No          ALQ        781
## 814      CBlock       Gd       TA           No          GLQ        903
## 815      CBlock       TA       TA           Mn          ALQ        492
## 816      CBlock       Gd       TA           Gd          GLQ        624
## 817      CBlock       TA       TA           No          ALQ        931
## 818      CBlock       TA       TA           No          ALQ        566
## 819      CBlock       TA       TA           No          ALQ         81
## 821       PConc       Gd       TA           Mn          Unf          0
## 822       PConc       Gd       TA           No          GLQ        930
## 823      CBlock       TA       TA           No          ALQ        312
## 824      CBlock       TA       TA           No          Unf          0
## 825      CBlock       Gd       TA           No          GLQ        632
## 826      CBlock       TA       TA           No          BLQ        725
## 827       PConc       Ex       TA           Gd          GLQ       1151
## 828       PConc       Ex       TA           Mn          Unf          0
## 829       PConc       Gd       TA           Gd          GLQ       1518
## 830       PConc       Ex       TA           Gd          GLQ       1304
## 831       PConc       Ex       TA           No          Unf          0
## 832       PConc       Ex       TA           Gd          GLQ       1430
## 833       PConc       Ex       TA           Gd          GLQ       1812
## 834       PConc       Ex       TA           Gd          Unf          0
## 835       PConc       Ex       TA           Av          GLQ       1684
## 836       PConc       Gd       TA           No          Unf          0
## 837       PConc       Ex       TA           Gd          GLQ        778
## 838       PConc       Ex       TA           Gd          Unf          0
## 839       PConc       Gd       TA           Av          Unf          0
## 840       PConc       Ex       TA           Mn          GLQ        938
## 842       PConc       Gd       TA           Mn          GLQ       1178
## 843       PConc       Gd       TA           No          GLQ        119
## 844       PConc       Gd       TA           No          Unf          0
## 845       PConc       Gd       TA           Av          ALQ        866
## 846       PConc       Gd       TA           Av          ALQ       1030
## 847       PConc       Gd       TA           Av          ALQ        762
## 848       PConc       Gd       Gd           Mn          GLQ         24
## 849       PConc       Ex       TA           No          GLQ        848
## 850       PConc       Gd       TA           No          GLQ         24
## 851       PConc       Gd       TA           No          GLQ       1000
## 852      CBlock       Gd       TA           No          Unf          0
## 853       PConc       Gd       TA           No          Unf          0
## 854       PConc       Gd       TA           No          Unf          0
## 855       PConc       Gd       TA           No          Unf          0
## 856       PConc       Gd       TA           No          Unf          0
## 857       PConc       Gd       TA           Av          GLQ        918
## 858       PConc       Gd       TA           Av          Unf          0
## 859       PConc       Gd       TA           No          Unf          0
## 860       PConc       Gd       TA           No          Unf          0
## 862       PConc       Gd       TA           Av          Unf          0
## 863       PConc       Gd       TA           Gd          GLQ        779
## 864       PConc       Gd       TA           No          GLQ        192
## 865       PConc       Gd       TA           Av          Unf          0
## 867       PConc       Gd       TA           No          Unf          0
## 869       PConc       Gd       TA           No          GLQ        520
## 870       PConc       Gd       TA           No          Unf          0
## 871       PConc       Gd       TA           Av          GLQ       1181
## 872       PConc       Ex       TA           Gd          GLQ        672
## 873       PConc       Gd       TA           No          GLQ       1048
## 874       PConc       Gd       TA           No          Unf          0
## 875       PConc       Ex       TA           No          GLQ        335
## 876       PConc       Gd       TA           No          GLQ       1225
## 877       PConc       Gd       TA           No          Unf          0
## 878       PConc       Gd       TA           No          GLQ       1220
## 879       PConc       Gd       TA           Mn          GLQ         28
## 880       PConc       Ex       TA           Av          GLQ       1572
## 881       PConc       Gd       TA           No          Unf          0
## 882       PConc       Gd       TA           Av          GLQ        769
## 883       PConc       Gd       Gd           Av          GLQ        778
## 884       PConc       Gd       TA           No          Unf          0
## 885       PConc       Gd       TA           No          Unf          0
## 886       PConc       Gd       TA           No          GLQ         24
## 887       PConc       Gd       TA           No          Unf          0
## 888       PConc       Gd       TA           Av          GLQ        350
## 889      CBlock       Gd       TA         None          Unf          0
## 890       PConc       Ex       TA           Av          GLQ        745
## 891       PConc       Gd       TA           Mn          Unf          0
## 892       PConc       Gd       TA           Av          Unf          0
## 893       PConc       Gd       TA           Av          Unf          0
## 894       PConc       Gd       TA           No          Unf          0
## 895       PConc       Gd       Gd           No          Unf          0
## 896       PConc       Gd       TA           No          GLQ        729
## 897       PConc       Gd       TA           No          Unf          0
## 899      CBlock       TA       TA           No          Unf          0
## 900      CBlock       Gd       TA           No          LwQ        138
## 901      CBlock       TA       TA           No          Rec        812
## 903      CBlock       Fa       TA           Gd          ALQ        787
## 904      CBlock       Gd       TA           Mn          ALQ        968
## 905       PConc       Gd       TA           Av          GLQ        851
## 906       PConc       Gd       TA           No          GLQ         60
## 907       PConc       Gd       TA           No          GLQ         60
## 908       PConc       Ex       Gd           No          GLQ        937
## 909       PConc       Gd       TA           No          Unf          0
## 910       PConc       Gd       TA           No          GLQ        565
## 911       PConc       Gd       TA           No          GLQ        417
## 912       PConc       Gd       TA           No          Unf          0
## 914       PConc       Ex       TA           Mn          GLQ        901
## 915       PConc       Gd       TA           Gd          LwQ        457
## 916      CBlock       Gd       TA           No          GLQ       1732
## 917      CBlock       Gd       TA           Gd          ALQ       1632
## 918      CBlock       TA       TA           No          Unf          0
## 919      CBlock       TA       TA           No          Rec        915
## 921       PConc       Gd       TA           No          ALQ        910
## 922      CBlock       TA       TA           No          BLQ        346
## 923       PConc       Gd       TA           No          Unf          0
## 924       PConc       Gd       TA           No          GLQ        819
## 925      CBlock       TA       TA           No          ALQ        792
## 926      CBlock       TA       TA           No          BLQ        617
## 927      CBlock       TA       TA           No          ALQ        474
## 929      CBlock       TA       TA           No          Rec        438
## 931      CBlock       TA       TA           No          ALQ        700
## 932      CBlock       TA       TA           No          Unf          0
## 933      CBlock       TA       TA           No          BLQ        654
## 934      CBlock       TA       TA           Gd          GLQ        494
## 935      CBlock       TA       TA           No          ALQ        414
## 938       PConc       TA       TA           No          LwQ        130
## 939      CBlock       Fa       Fa           No          LwQ        299
## 940      CBlock       TA       TA           No          LwQ        144
## 941      CBlock       TA       TA           No          BLQ        150
## 942      CBlock       TA       TA           No          BLQ        368
## 943      CBlock       TA       TA           No          Unf          0
## 945      CBlock       TA       TA           Av          ALQ        600
## 946      CBlock       TA       TA           No          ALQ        873
## 947      CBlock       TA       TA           No          GLQ        908
## 948      CBlock       TA       TA           No          ALQ        288
## 949      CBlock       TA       TA           No          Unf          0
## 950      CBlock       TA       TA           No          BLQ        668
## 951      CBlock       TA       TA           No          Rec        512
## 952      CBlock       TA       TA           Av          Rec        780
## 953      CBlock       TA       TA           No          Rec        288
## 954      CBlock       TA       TA           No          BLQ        408
## 955      CBlock       TA       TA           No          Unf          0
## 956      CBlock       TA       TA           No          ALQ        441
## 957      CBlock       TA       TA           No          Rec         85
## 958      CBlock       TA       TA           No          Rec        114
## 959       PConc       TA       TA           No          Rec        150
## 960      CBlock       TA       TA           No          BLQ        793
## 961      CBlock       TA       TA           No          BLQ        595
## 963      CBlock       Fa       TA           No          Unf          0
## 965      BrkTil       TA       Fa           No          Unf          0
## 966      CBlock       TA       TA           Mn          ALQ       1030
## 967      CBlock       Gd       TA           Av          Unf          0
## 968      CBlock       TA       TA           Av          Rec        242
## 969      CBlock       TA       TA           No          ALQ        192
## 970      CBlock       TA       TA           Mn          Rec        952
## 971      CBlock       TA       TA           No          LwQ        432
## 973      CBlock       TA       TA           No          Rec        625
## 974      CBlock       TA       TA           No          Rec        739
## 975      CBlock       TA       TA           No          BLQ       1098
## 976        Slab     None     None         None         None          0
## 977      CBlock       TA       TA           No          ALQ        110
## 978      CBlock       TA       TA           Av          ALQ        734
## 979      BrkTil       TA       TA           No          Unf          0
## 980      BrkTil       TA       TA           No          Rec        276
## 981       PConc       Fa       Fa           No          LwQ        782
## 982      BrkTil       TA       TA           No          Unf          0
## 983      CBlock       TA       TA           No          Unf          0
## 984      BrkTil       TA       Fa           No          BLQ        130
## 985      BrkTil       Fa       TA           No          LwQ        122
## 986       PConc       TA       TA           No          Unf          0
## 988      BrkTil       TA       TA           No          LwQ        196
## 989      BrkTil       TA       TA           No          BLQ        168
## 990      CBlock       Gd       Gd           No          BLQ        259
## 991      BrkTil       TA       Fa           No          Rec        316
## 992       PConc       TA       TA           No          Unf          0
## 993      CBlock     None     None         None         None          0
## 994        Slab     None     None         None         None          0
## 995       PConc       TA       TA           No          LwQ        317
## 996      CBlock       Fa       TA           No          Rec        910
## 997      CBlock       TA       TA           No          Rec        306
## 998      CBlock       TA       TA           Mn          Rec        276
## 999      BrkTil       TA       TA           No          Unf          0
## 1001     BrkTil       TA       TA           No          Rec         48
## 1002     BrkTil       TA       TA           No          Unf          0
## 1003     BrkTil       TA       TA           No          ALQ        351
## 1004     CBlock       TA       TA           No          Unf          0
## 1005      PConc       TA       TA           No          Unf          0
## 1006      PConc       Fa       TA           No          Unf          0
## 1008     CBlock       TA       TA           No          Unf          0
## 1009     CBlock       TA       TA           No          Unf          0
## 1010     CBlock       TA       TA           No          BLQ        375
## 1011     CBlock       TA       TA           No          LwQ        354
## 1012     CBlock       TA       Fa           No          LwQ        375
## 1013     BrkTil       Fa       TA           No          Rec        681
## 1014     CBlock       TA       Fa           No          Unf          0
## 1015     CBlock       TA       TA           No          ALQ        288
## 1016     CBlock       TA       TA           No          ALQ        485
## 1017     CBlock       Gd       TA           Av          ALQ        925
## 1018     CBlock       Gd       TA           Av          BLQ        785
## 1019     CBlock       TA       TA           No          Rec        513
## 1020     CBlock       TA       TA           Gd          LwQ         68
## 1022     CBlock       Gd       TA           Av          GLQ        748
## 1023     CBlock       TA       TA           Mn          Rec        168
## 1026     CBlock       TA       TA           No          Rec        386
## 1027     CBlock       Gd       TA           No          BLQ        267
## 1028     BrkTil       TA       TA           No          ALQ        258
## 1029     CBlock       TA       TA           No          Rec        736
## 1030     CBlock       TA       TA           Mn          Rec        190
## 1035     CBlock       TA       TA           No          Unf          0
## 1036     CBlock       Gd       Fa           No          LwQ        353
## 1037     CBlock       TA       TA           No          BLQ        491
## 1038     CBlock       TA       TA           No          Rec        453
## 1040     CBlock       TA       TA           No          LwQ        283
## 1041     CBlock       Fa       TA           No          ALQ        557
## 1042      PConc       TA       TA           Mn          LwQ       1080
## 1043     BrkTil       TA       Fa           No          Unf          0
## 1044     CBlock       TA       TA           No          Unf          0
## 1045      PConc       Gd       Gd           No          GLQ        497
## 1046      PConc       Gd       TA           Av          Unf          0
## 1047      PConc       Gd       TA           Av          Unf          0
## 1048      PConc       Gd       TA           Av          Unf          0
## 1049      PConc       Gd       TA           Mn          GLQ         20
## 1050      PConc       Gd       TA           No          GLQ         36
## 1051      PConc       Gd       TA           No          Unf          0
## 1052      PConc       Gd       TA           Gd          Unf          0
## 1054     CBlock       Gd       Gd           Gd          LwQ         51
## 1056      PConc       Gd       TA           No          GLQ        539
## 1057      PConc       Gd       Gd           No          GLQ        420
## 1058      PConc       Gd       TA           No          ALQ        549
## 1059      PConc       Gd       TA           Gd          GLQ        342
## 1060      PConc       Gd       TA           No          GLQ        638
## 1061      PConc       Gd       TA           No          Unf          0
## 1063     CBlock       Gd       TA           Av          BLQ        663
## 1064     CBlock       Gd       TA           Av          GLQ        502
## 1065     CBlock       TA     None           Av          ALQ        755
## 1066     CBlock       Gd       TA           Av          ALQ        539
## 1067     CBlock       Gd       TA           Av          Rec         60
## 1068     CBlock       TA       TA           No          BLQ        330
## 1069     CBlock       TA       TA           No          ALQ        671
## 1070     CBlock       TA       TA           No          Rec        385
## 1072      PConc       Gd       TA           No          GLQ        654
## 1073      PConc       Gd       TA           No          Unf          0
## 1074      PConc       Gd       TA           Gd          BLQ        408
## 1077      PConc       Gd       TA           Gd          GLQ        915
## 1078      PConc       Gd       TA           No          Unf          0
## 1079      PConc       Gd       TA           Av          GLQ        709
## 1080      PConc       Gd       TA           No          Unf          0
## 1081      PConc       Gd       TA           No          Unf          0
## 1082      PConc       Gd       TA           Mn          Unf          0
## 1083     CBlock       Gd       TA           Gd          ALQ        936
## 1084     CBlock       TA       TA           No          BLQ        132
## 1085     CBlock       TA       TA           No          ALQ        130
## 1086     CBlock       TA       TA           No          Unf          0
## 1087     CBlock       TA       TA           Av          GLQ        504
## 1089      PConc       Gd       Gd           No          GLQ        611
## 1090      PConc       Ex       TA           Gd          GLQ       4010
## 1091      PConc       Gd       TA           Gd          GLQ        467
## 1092     CBlock       TA       TA           Av          Rec         77
## 1093      PConc     None     None         None         None          0
## 1094     CBlock       TA       TA           No          Unf          0
## 1095     BrkTil       TA       TA           No          LwQ        144
## 1096     CBlock       TA       TA           No          BLQ        544
## 1097     CBlock       TA       TA           No          ALQ        682
## 1098      PConc       TA       TA           Mn          Rec        371
## 1099      PConc       TA       TA           Mn          BLQ        319
## 1100     BrkTil       TA       TA           No          BLQ        113
## 1101     BrkTil       Gd       TA           No          GLQ        246
## 1102     BrkTil       TA       TA           No          Unf          0
## 1103     BrkTil       TA       TA           No          Unf          0
## 1104     BrkTil       TA       TA           No          Unf          0
## 1105     CBlock     None     None         None         None          0
## 1106     BrkTil       TA       Gd           No          GLQ        189
## 1107     CBlock       TA       Fa           No          LwQ        533
## 1110     CBlock       Gd       TA           No          GLQ        330
## 1112     CBlock       Gd       TA           Gd          GLQ        577
## 1114     CBlock       Gd       TA           No          Unf          0
## 1115     BrkTil       TA       TA           No          ALQ        375
## 1116     BrkTil       TA       Po           No          Unf          0
## 1117     BrkTil       Gd       TA           No          ALQ        548
## 1118     BrkTil       TA       TA           No          Unf          0
## 1119     BrkTil     None     None         None         None          0
## 1120     CBlock       TA       TA           No          Unf          0
## 1121     CBlock       TA       TA           No          GLQ        967
## 1122     BrkTil       TA       TA           No          ALQ        737
## 1123      PConc       Gd       TA           Gd          GLQ       1573
## 1125      PConc       Gd       TA           No          GLQ        585
## 1126      PConc       Gd       TA           No          GLQ       1392
## 1129     CBlock       Gd       TA           Av          ALQ        924
## 1130     BrkTil       Gd       TA           Av          GLQ        949
## 1131     CBlock       TA       TA           No          Unf          0
## 1132      PConc       Gd       TA           No          Unf          0
## 1133      PConc       Gd       TA           Av          GLQ        583
## 1134     CBlock       Gd       TA           No          ALQ        215
## 1136      PConc       Gd       TA           Av          GLQ       1329
## 1139      PConc       Ex       TA           Gd          Unf          0
## 1140     CBlock     None     None         None         None          0
## 1141      PConc       Ex       TA           Av          Rec         16
## 1142     CBlock       TA       TA           No          BLQ        252
## 1144     CBlock       TA       TA           No          ALQ        384
## 1145     CBlock       TA       TA           No          Unf          0
## 1146      PConc       Gd       TA           Av          GLQ        923
## 1148      PConc       TA       TA           Mn          ALQ       1112
## 1149      PConc       Gd       TA           No          Rec        531
## 1150     CBlock       Gd       TA           Av          GLQ        796
## 1151     CBlock       TA       TA           No          BLQ        811
## 1153     CBlock       Gd       TA           No          ALQ        596
## 1154     CBlock       TA       TA           No          ALQ        516
## 1156     CBlock       TA       TA           No          Rec        773
## 1159     CBlock       TA       TA           Mn          Unf          0
## 1160      PConc       TA       TA           No          GLQ        700
## 1162      PConc       Gd       TA           No          Unf          0
## 1163      PConc       Gd       TA           No          Unf          0
## 1164      PConc       Gd       TA           Av          GLQ         60
## 1165      PConc       Gd       TA           No          Unf          0
## 1167     CBlock       Gd       TA           No          Unf          0
## 1168      PConc       Ex       TA           Gd          GLQ       1218
## 1169      PConc       Ex       TA           Gd          Unf          0
## 1170      PConc       Ex       Gd           Gd          GLQ        205
## 1171      PConc       Ex       TA           No          GLQ       1206
## 1172      PConc       Ex       TA           Av          Unf          0
## 1173      PConc       Ex       TA           Gd          GLQ       1191
## 1174      PConc       Ex       TA           Gd          GLQ       1416
## 1176     CBlock       TA       TA           No          Unf          0
## 1178      PConc       Gd       TA           No          ALQ        788
## 1179     CBlock       TA       Fa           No          ALQ        548
## 1180     CBlock       TA       TA           No          ALQ        755
## 1181     CBlock       TA       TA           No          Rec         20
## 1182      PConc       Gd       TA           No          GLQ        951
## 1183     CBlock       TA       TA           No          Unf          0
## 1184     CBlock       TA       TA           No          LwQ        402
## 1185     CBlock       TA       TA           No          ALQ        282
## 1186     CBlock       TA       TA           No          ALQ        276
## 1187     CBlock       TA       TA           No          BLQ        382
## 1188     CBlock       Gd       TA           No          ALQ        727
## 1189     CBlock       TA       TA           Mn          ALQ        373
## 1190     CBlock       TA       TA           No          ALQ        120
## 1191     CBlock       Gd       TA           No          ALQ         70
## 1192      PConc       Ex       Gd           No          GLQ       1369
## 1193      PConc       Gd       TA           Av          Unf          0
## 1194      PConc       Ex       Gd           No          Unf          0
## 1195      PConc       Ex       TA           Gd          GLQ       1505
## 1196      PConc       Gd       TA           Av          Unf          0
## 1197      PConc       Ex       Gd           Av          GLQ       1290
## 1198      PConc       Ex       TA           Av          Unf          0
## 1199      PConc       Ex       TA           Gd          Unf          0
## 1200      PConc       Ex       TA           Av          GLQ        880
## 1201      PConc       Ex       TA           Gd          GLQ       1232
## 1202      PConc       Ex       TA           Gd          GLQ       1383
## 1204      PConc       Ex       TA           No          GLQ        472
## 1205      PConc       Ex       Gd           No          GLQ       1023
## 1206      PConc       Ex       Gd           No          GLQ        415
## 1207      PConc       Gd       TA           No          Unf          0
## 1208      PConc       Gd       TA           No          Unf          0
## 1209      PConc       Gd       TA           Av          Unf          0
## 1210      PConc       Gd       TA           Av          Unf          0
## 1211      PConc       Gd       TA           No          Unf          0
## 1212      PConc       Gd       TA           Av          GLQ        453
## 1215      PConc       Gd       TA           Gd          GLQ         16
## 1216      PConc       Gd       TA           Av          Unf          0
## 1219      PConc       Gd       TA           No          GLQ        791
## 1220      PConc       Gd       TA           Mn          GLQ        505
## 1222      PConc       Gd       TA           No          ALQ        527
## 1223      PConc       Ex       TA           Gd          Rec        292
## 1226      PConc       Gd       Gd           No          Unf          0
## 1227      PConc       Ex       Gd           No          GLQ       1562
## 1228      PConc       Gd       TA           No          Unf          0
## 1229      PConc       Gd       TA           No          GLQ         24
## 1230      PConc       Ex       TA           No          GLQ       1836
## 1231      PConc       Gd       TA           No          Unf          0
## 1232      PConc       TA       TA           Mn          GLQ         24
## 1233      PConc       Gd       TA           Av          Unf          0
## 1234      PConc       Gd       TA           No          Unf          0
## 1235      PConc       Gd       TA           No          Unf          0
## 1236      PConc       Gd       TA           No          Unf          0
## 1237      PConc       Gd       TA           No          Unf          0
## 1238      PConc       Gd       TA           No          ALQ        758
## 1239      PConc       Gd       TA           No          GLQ        904
## 1240      PConc       Gd       TA           No          GLQ        278
## 1242     CBlock       TA       TA           No          LwQ         36
## 1243     CBlock     None     None         None         None          0
## 1246     CBlock       TA       TA           No          BLQ        162
## 1251     CBlock       Gd       TA           Gd          ALQ       1023
## 1252      PConc       Ex       TA           Gd          GLQ       1118
## 1253      PConc       Gd       TA           No          Unf          0
## 1254      PConc       Gd       TA           No          Unf          0
## 1257      PConc       Gd       TA           No          Unf          0
## 1258      PConc       Gd       TA           No          Unf          0
## 1259     CBlock       Gd       TA           No          GLQ        962
## 1260     CBlock       TA       TA           No          BLQ        553
## 1261     CBlock       TA       TA           No          ALQ        758
## 1262     CBlock       Gd       Fa           Mn          ALQ        361
## 1263     CBlock       TA       TA           Av          ALQ        760
## 1264     CBlock       Gd       TA           Gd          GLQ        744
## 1266      PConc       TA       TA           Av          ALQ        602
## 1267      PConc       TA       TA           Mn          ALQ        901
## 1269     CBlock       TA       TA           No          ALQ        360
## 1270     CBlock       TA       TA           No          ALQ        632
## 1271     CBlock       TA       TA           No          BLQ        574
## 1272     CBlock       TA       TA           No          Unf          0
## 1273     CBlock       TA       TA           Mn          BLQ        915
## 1274     CBlock       TA       TA           Mn          LwQ         40
## 1275     CBlock       TA       TA           No          ALQ        996
## 1276     CBlock       TA       TA           No          Unf          0
## 1277     CBlock       TA       TA           No          BLQ        486
## 1280     CBlock       TA       TA           No          Unf          0
## 1281     CBlock       Fa       TA           Mn          BLQ        623
## 1283     CBlock       TA       TA           Av          BLQ        678
## 1284     CBlock       TA       TA           Av          BLQ        914
## 1285     CBlock       TA       TA           No          ALQ        824
## 1286     CBlock       TA       TA           No          GLQ        658
## 1287     CBlock       TA       TA           No          Unf          0
## 1288     CBlock       Gd       TA           No          BLQ        271
## 1289     CBlock       TA       TA           No          LwQ        488
## 1290     CBlock       TA       TA           No          Rec        144
## 1291     CBlock       TA       TA           No          Rec        741
## 1292     CBlock       TA       TA           No          Unf          0
## 1293     CBlock       TA       TA           No          Rec        494
## 1294     CBlock       TA       TA           Mn          GLQ       1018
## 1295     CBlock       TA       TA           No          Unf          0
## 1296      PConc       TA       TA           No          Unf          0
## 1297     CBlock       TA       TA           Mn          Unf          0
## 1298     BrkTil       Fa       Fa           No          Unf          0
## 1299     CBlock       TA       TA           No          Rec        338
## 1300     BrkTil       Fa       TA           No          Unf          0
## 1301     CBlock       TA       TA           Av          ALQ        580
## 1302     CBlock       TA       TA           No          ALQ        701
## 1303     CBlock       TA       TA           No          Rec        913
## 1304       Slab     None     None         None         None          0
## 1306     CBlock       TA       TA           No          Rec        455
## 1307       Slab     None     None         None         None          0
## 1308     CBlock       TA       Fa           No          Unf          0
## 1309     CBlock       TA       TA           No          GLQ        781
## 1310     CBlock       TA       TA           No          LwQ        809
## 1311     CBlock       TA       TA           No          BLQ        468
## 1312     CBlock       TA       TA           Av          ALQ        953
## 1313      PConc       Fa       TA           No          Unf          0
## 1314     CBlock       TA       TA           No          Rec        276
## 1315      PConc       TA       Fa           No          LwQ        284
## 1316     BrkTil       TA       TA           No          Rec        381
## 1317      Stone       TA       TA           No          Rec        208
## 1318     BrkTil       TA       TA           No          Unf          0
## 1319      PConc       TA       TA           No          Unf          0
## 1320     BrkTil       TA       Fa           No          BLQ        143
## 1321     BrkTil       TA       Fa           No          Unf          0
## 1322     CBlock       TA       TA           No          Unf          0
## 1323     BrkTil       TA       Fa           Mn          Unf          0
## 1324     CBlock       TA       TA           Av          GLQ        576
## 1325      PConc       TA       TA           No          Unf          0
## 1326     BrkTil       Fa       TA           No          LwQ        416
## 1327     CBlock       Fa       TA           No          Rec        310
## 1328      PConc       TA       TA           No          Unf          0
## 1329     BrkTil       TA       TA           No          Unf          0
## 1330      PConc       TA       TA           No          Unf          0
## 1331     CBlock       TA       TA           No          Unf          0
## 1332     BrkTil       TA       Fa           No          Unf          0
## 1333     BrkTil       TA       TA           No          Unf          0
## 1334     CBlock       TA       TA           No          Rec        347
## 1335     BrkTil       TA       TA           No          Unf          0
## 1336     BrkTil       TA       TA           No          Unf          0
## 1337     CBlock       TA       TA           No          Unf          0
## 1338     BrkTil       TA       Fa           No          Unf          0
## 1339     BrkTil       Fa       Fa           No          Unf          0
## 1340     BrkTil       TA       TA           No          Unf          0
## 1341     BrkTil       TA       TA           No          LwQ        343
## 1342     CBlock       TA       TA           No          BLQ        329
## 1343     CBlock       TA       TA           No          Unf          0
## 1344       Slab     None     None         None         None          0
## 1345       Slab     None     None         None         None          0
## 1346     BrkTil       TA       TA           No          Unf          0
## 1347      PConc       Gd       Gd           Mn          GLQ        510
## 1349     CBlock       TA       TA           Av          GLQ        456
## 1350     CBlock       TA       TA           No          ALQ        773
## 1354     CBlock       TA       TA           No          Rec        483
## 1357     CBlock       Gd       TA           Av          Rec        104
## 1358      PConc       Gd       TA           Av          GLQ        535
## 1360     CBlock       TA       TA           No          Rec        799
## 1361     BrkTil       TA       TA           No          LwQ        230
## 1362      PConc       TA       TA           No          Unf          0
## 1363     BrkTil       TA       TA           No          Rec        425
## 1364     CBlock       TA       TA           Gd          ALQ        612
## 1365       Slab     None     None         None         None          0
## 1366     CBlock       TA       TA           Mn          Unf          0
## 1367     CBlock       TA       TA           No          LwQ        468
## 1368     CBlock       Gd       TA           No          ALQ        549
## 1369      PConc       Gd       TA           Av          LwQ        261
## 1370      PConc       Gd       TA           No          Unf          0
## 1371      PConc       Gd       TA           Av          GLQ        393
## 1372      PConc       Gd       TA           No          GLQ       1576
## 1373      PConc       Ex       TA           Gd          GLQ       1122
## 1374      PConc       Gd       TA           Gd          Unf          0
## 1375      PConc       Gd       TA           Gd          GLQ         56
## 1376      PConc       Gd       TA           Av          Unf          0
## 1377     CBlock       Gd       Fa           No          LwQ        853
## 1378      PConc       Gd       TA           No          Unf          0
## 1379      PConc       Gd       TA           No          Unf          0
## 1381      PConc       Gd       TA           No          GLQ        500
## 1382      PConc       Gd       TA           Mn          GLQ        894
## 1383     CBlock       Gd       TA           Av          GLQ        509
## 1384     CBlock       TA       Gd           Av          ALQ        595
## 1385     CBlock       TA       TA           No          BLQ        437
## 1387      PConc       Gd       TA           Mn          GLQ        639
## 1389      PConc       Gd       TA           No          Unf          0
## 1390      PConc       Gd       TA           Av          GLQ        920
## 1392      PConc       Gd       TA           Mn          ALQ        796
## 1393      PConc       Gd       Gd           Av          GLQ        685
## 1394      PConc       Gd       TA           Av          GLQ        717
## 1395      PConc       Gd       TA           No          GLQ       1000
## 1396      PConc       Gd       Gd           Mn          Unf          0
## 1397      PConc       Gd       TA           Av          Unf          0
## 1398      PConc       Gd       TA           Mn          GLQ        996
## 1399     CBlock       Gd       TA           No          Rec        173
## 1400     CBlock       Gd       TA           Gd          GLQ        976
## 1401     CBlock       Gd       TA           Mn          ALQ        847
## 1402      PConc       Gd       TA           No          Unf          0
## 1403      PConc       Gd       TA           Av          GLQ        475
## 1404      PConc       Ex       TA           No          Unf          0
## 1405      PConc       Gd       TA           Gd          GLQ        547
## 1406      PConc       Gd       TA           No          Unf          0
## 1407     CBlock       Fa       TA           Mn          Unf          0
## 1408     BrkTil       Fa       Fa           No          Unf          0
## 1409     BrkTil       TA       TA           No          Unf          0
## 1410     CBlock       TA       TA           No          Rec        691
## 1411     BrkTil       TA       TA           No          Unf          0
## 1412     BrkTil       TA       TA           No          Unf          0
## 1413     BrkTil       TA       TA           No          Unf          0
## 1414     BrkTil       Fa       TA           No          LwQ        930
## 1415     CBlock       TA       TA           Av          BLQ        780
## 1416     BrkTil       TA       TA           No          ALQ        424
## 1417      PConc       TA       TA           No          BLQ        305
## 1418     BrkTil       TA       TA           Mn          Unf          0
## 1419     CBlock       TA       Fa           Av          LwQ        646
## 1420     CBlock       Fa       Fa           No          LwQ        384
## 1421      PConc       TA       Fa           No          Unf          0
## 1422     CBlock       Gd       TA           Mn          BLQ        602
## 1423     BrkTil       TA       TA           No          ALQ        526
## 1424     BrkTil       TA       TA           No          Unf          0
## 1425      PConc       TA       TA           No          Unf          0
## 1426     CBlock       Gd       TA           No          GLQ        760
## 1427     CBlock       TA       TA           Mn          Rec        305
## 1428      PConc       TA       TA           No          ALQ        374
## 1429     BrkTil       Fa       TA           No          Unf          0
## 1430     BrkTil       TA       TA           No          Unf          0
## 1431     CBlock       TA       TA           No          Unf          0
## 1432       Slab     None     None         None         None          0
## 1433     CBlock       TA       TA           Mn          Unf          0
## 1434      PConc       Fa       Fa           No          Unf          0
## 1435      PConc       Ex       TA           Gd          GLQ       1573
## 1436      PConc       Ex       TA           Gd          GLQ       1564
## 1437     CBlock       Gd       TA           Gd          GLQ        776
## 1438     CBlock       TA       TA           Mn          Unf          0
## 1439      PConc       Ex       TA           No          Unf          0
## 1440     CBlock       TA       TA           Av          GLQ        576
## 1443      PConc       Ex       Gd           Av          GLQ       1350
## 1444      PConc       Gd       TA           Gd          GLQ       1455
## 1445     CBlock     None     None         None         None          0
## 1446      PConc       Gd       TA           Gd          GLQ       1243
## 1447      PConc       Gd       TA           Mn          Unf          0
## 1448     CBlock       TA       TA           No          ALQ        441
## 1450     CBlock       Gd       TA           Av          GLQ        522
## 1451     CBlock       TA       TA           No          Rec        252
## 1452      PConc       TA       TA           Av          Rec        119
## 1453     CBlock       TA       TA           No          Rec        408
## 1454     CBlock       TA       TA           No          Unf          0
## 1455     CBlock       TA       TA           No          Unf          0
## 1456     CBlock       TA       TA           No          Rec        252
## 1457     CBlock       TA       TA           No          ALQ       1224
## 1458      PConc       Gd       TA           Av          GLQ        337
## 1459      PConc       Gd       TA           Av          LwQ        758
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1             LwQ        144       270         882    GasA        TA          Y
## 2             Unf          0       406        1329    GasA        TA          Y
## 3             Unf          0       137         928    GasA        Gd          Y
## 4             Unf          0       324         926    GasA        Ex          Y
## 5             Unf          0      1017        1280    GasA        Ex          Y
## 6             Unf          0       763         763    GasA        Gd          Y
## 8             Unf          0       789         789    GasA        Gd          Y
## 9             Unf          0       663        1300    GasA        Gd          Y
## 10            Rec         78         0         882    GasA        TA          Y
## 11            BLQ          0       354        1405    GasA        Ex          Y
## 12            Unf          0       327         483    GasA        TA          Y
## 13            Unf          0       225         525    GasA        TA          Y
## 14            Unf          0       341         855    GasA        TA          Y
## 15            Unf          0       836         836    GasA        Ex          Y
## 16            Unf          0      1590        1590    GasA        Ex          Y
## 17            Unf          0      1544        1544    GasA        Ex          Y
## 18            Unf          0      1588        1698    GasA        Ex          Y
## 19            Unf          0      1794        1822    GasA        Ex          Y
## 20            Unf          0      1473        2846    GasA        Ex          Y
## 21            Unf          0      1093        1671    GasA        Ex          Y
## 22            Unf          0      1346        1370    GasA        Ex          Y
## 23            Unf          0      1324        1324    GasA        Ex          Y
## 24            Unf          0      1129        1145    GasA        Ex          Y
## 25            Unf          0        58         384    GasA        Ex          Y
## 26            Unf          0       847         847    GasA        Ex          Y
## 27            Unf          0      1629        1629    GasA        Ex          Y
## 28            Unf          0      1595        1595    GasA        Ex          Y
## 29            Unf          0      1218        1218    GasA        Ex          Y
## 30            Unf          0        54        1468    GasA        Ex          Y
## 31            Unf          0       831         831    GasA        Ex          Y
## 32            Unf          0       816         816    GasA        TA          N
## 33            GLQ        859       223        1208    GasA        Ex          Y
## 34            GLQ        981         0        1231    GasA        Ex          Y
## 35            Unf          0       261        1390    GasA        Ex          Y
## 36            Unf          0       190        1488    GasA        Ex          Y
## 37            Unf          0       840         840    GasA        Ex          Y
## 38            Unf          0       320         600    GasA        Ex          Y
## 39            ALQ         42       190         600    GasA        Ex          Y
## 40            Unf          0       224         600    GasA        Ex          Y
## 43            Unf          0       610        1642    GasA        Ex          Y
## 44            Unf          0       491         975    GasA        Ex          Y
## 45            Unf          0       659        1492    GasA        Ex          Y
## 47            Unf          0       143        1280    GasA        Ex          Y
## 49            Unf          0       386         715    GasA        TA          Y
## 50            Unf          0       534        1232    GasA        TA          Y
## 51            Unf          0       150        1209    GasA        Gd          Y
## 52            Unf          0       500        1510    GasA        Ex          Y
## 54            Unf          0       228        1728    GasA        TA          Y
## 55            Unf          0       470        1140    GasA        Gd          Y
## 56            Unf          0       482         782    GasA        TA          Y
## 57            Unf          0       136        1080    GasA        Gd          Y
## 58            Unf          0      1604        1604    GasA        TA          Y
## 59            Unf          0       292        1480    GasA        Ex          Y
## 61            Unf          0       270        1206    GasA        Fa          Y
## 62            Unf          0       510        1244    GasA        Ex          Y
## 63            Unf          0       832         832    GasA        TA          Y
## 64            Unf          0       525         864    GasA        TA          Y
## 65            Unf          0       324         972    GasA        TA          Y
## 66            Unf          0       456         988    GasA        TA          Y
## 67            Unf          0       576         576    GasA        Gd          Y
## 68            Rec        174       161         816    GasA        TA          Y
## 69            LwQ        350       237        1175    GasA        Ex          Y
## 70            LwQ        263       415        1395    GasA        TA          Y
## 71            Unf          0       661         709    GasA        TA          Y
## 72            Unf          0       357         936    GasA        TA          Y
## 73            Rec       1073         0        1347    GasA        Gd          Y
## 74            Unf          0       827         827    GasA        Gd          Y
## 75            Unf          0       247        1027    GasA        Ex          Y
## 77            Unf          0       678         678    GasA        TA          N
## 78            Unf          0       930         930    GasW        TA          N
## 79            Unf          0       346         346    GasA        Ex          Y
## 80            Unf          0       840         840    Grav        Fa          N
## 81            Unf          0       455         738    GasA        Ex          Y
## 82            Unf          0       200         988    GasA        Ex          Y
## 84            Unf          0       577         765    GasA        TA          N
## 85            LwQ         12       144         608    GasA        TA          Y
## 86            Unf          0       308         572    GasA        Ex          Y
## 87            LwQ        159       316         835    GasA        TA          Y
## 88            Unf          0       480         780    GasA        TA          Y
## 89            Unf          0       252         528    GasA        Gd          Y
## 90            Unf          0       480         928    GasA        TA          Y
## 91            Unf          0       164        1124    GasA        TA          Y
## 92            Unf          0       888         888    GasA        Ex          Y
## 93            Unf          0       780         780    GasA        Ex          Y
## 94            Unf          0       662         662    GasA        Ex          Y
## 95            Unf          0       656        1422    GasA        Gd          Y
## 96            Unf          0       689         689    GasA        Gd          N
## 97            Unf          0       186        1212    GasA        TA          N
## 98            Unf          0       232         600    GasA        Ex          N
## 100           Unf          0       120         856    GasA        Gd          Y
## 101           Unf          0      1128        1832    GasA        TA          N
## 102           Rec        474       150         864    GasA        Ex          Y
## 103           Unf          0        89         864    GasA        Ex          Y
## 105           ALQ        453         0         720    GasA        Ex          Y
## 107           Unf          0       660         660    GasA        TA          N
## 109           LwQ        684         0         972    GasA        TA          Y
## 110           Rec        387       172         663    GasA        Ex          Y
## 111           Unf          0       564         756    GasA        Ex          Y
## 112           Unf          0       218        1172    GasA        TA          Y
## 113           Unf          0       162        1508    GasA        Ex          Y
## 115           Unf          0         0        1433    GasA        Ex          Y
## 116           Unf          0        86         946    GasA        Ex          Y
## 117           Unf          0      1198        1222    GasA        Ex          Y
## 118           Unf          0       676         676    GasA        TA          Y
## 119           Unf          0         0         870    GasA        Gd          Y
## 121           Rec        688       140        1026    GasA        Ex          Y
## 122           Unf          0       396         876    GasA        TA          Y
## 123           Unf          0       296        1978    GasA        Ex          Y
## 124           Unf          0      1040        1040    GasA        Ex          Y
## 126          None          0         0           0    GasA        TA          N
## 127           Unf          0       381         381    GasA        Ex          Y
## 128           Unf          0       126        1196    GasA        TA          Y
## 129           Unf          0       744         744    GasA        Ex          N
## 130           Unf          0       480        1008    GasA        TA          Y
## 131           Unf          0       960         960    GasA        Ex          Y
## 132           Unf          0       974        1107    GasA        Fa          N
## 134          None          0         0           0    GasA        TA          Y
## 135           Unf          0       894         894    GasA        Ex          Y
## 136           BLQ        252       850        1528    GasA        Ex          Y
## 137           Unf          0       657        1032    GasA        Ex          Y
## 138           Unf          0        80         423    GasA        Ex          Y
## 139           Unf          0       235         982    GasA        Gd          Y
## 140           Unf          0      1115        1191    GasA        Gd          Y
## 141           Unf          0         0         480    GasA        TA          Y
## 142           Unf          0       321         629    GasA        Fa          Y
## 143           Unf          0       756         756    GasA        Gd          Y
## 144           Unf          0       221        1594    GasA        Ex          Y
## 145           Unf          0       434        1049    GasA        Ex          Y
## 146           Unf          0       564        1243    GasA        TA          Y
## 148           Unf          0      1258        1336    GasA        Ex          Y
## 149           Unf          0      1214        1214    GasA        Ex          Y
## 150           Unf          0       384         384    GasA        Gd          Y
## 151           Unf          0      1026        1068    GasA        TA          Y
## 152           Unf          0      1430        1430    GasA        Ex          Y
## 154           Unf          0        30         945    GasA        Ex          Y
## 155           Unf          0       370         546    GasA        Ex          Y
## 156           Unf          0       546         546    GasA        Ex          Y
## 157           Unf          0       252         546    GasA        TA          Y
## 158           Unf          0       395         864    GasA        Ex          Y
## 159           GLQ        590        36         833    GasA        TA          Y
## 160           Unf          0      1216        1216    GasA        Gd          Y
## 161           Unf          0       166         624    GasA        Gd          Y
## 162           Unf          0       388         864    GasA        TA          Y
## 163           LwQ        284        54        1679    GasA        Ex          Y
## 164           Unf          0       208        1152    GasA        Ex          Y
## 165           Unf          0       318         882    GasA        TA          Y
## 166           Unf          0       590        1434    GasA        TA          Y
## 167           Unf          0        98         945    GasA        Ex          Y
## 169           Unf          0       100         384    GasA        Gd          Y
## 170           Unf          0       243        2208    GasA        Ex          Y
## 171           Unf          0      1077        1418    GasA        Ex          Y
## 172           Unf          0       846        1587    GasA        Ex          Y
## 173           Unf          0       195         384    GasA        Gd          Y
## 174           Unf          0       476         952    GasA        Gd          Y
## 176           Unf          0      1181        1181    GasA        Ex          Y
## 177           Unf          0       722        1122    GasA        Ex          Y
## 179           Unf          0      1064        1427    GasA        TA          Y
## 181           Unf          0       308        1140    GasA        Gd          Y
## 182           Unf          0       304         926    GasA        Ex          Y
## 186           Unf          0       228        1116    GasA        Ex          Y
## 187           Unf          0       540        1176    GasA        Fa          Y
## 190           Unf          0       138         864    GasA        TA          Y
## 191           Unf          0       624         864    GasA        Gd          Y
## 192           Unf          0       229         483    GasA        TA          Y
## 193           LwQ        294        79         483    GasA        TA          Y
## 194           Unf          0       498         804    GasA        TA          Y
## 195           LwQ        622         0        1057    GasA        TA          Y
## 196           Unf          0       466         855    GasA        TA          Y
## 197           Unf          0       484         804    GasA        TA          Y
## 198           Unf          0       576         855    GasA        TA          Y
## 199           Unf          0       300         836    GasA        TA          Y
## 201           Unf          0       416        1776    GasA        Ex          Y
## 202           Unf          0       379        1365    GasA        Ex          Y
## 203           Unf          0       788        2020    GasA        Ex          Y
## 204           Unf          0       342        2630    GasA        Ex          Y
## 205           Unf          0      1736        1736    GasA        Ex          Y
## 206           Unf          0       251        1782    GasA        Ex          Y
## 207           Unf          0       278        1508    GasA        Ex          Y
## 208           Unf          0       724        1739    GasA        Ex          Y
## 209           Unf          0       467        1504    GasA        Ex          Y
## 210           Unf          0       632        1774    GasA        Ex          Y
## 211           Unf          0       498        1760    GasA        Ex          Y
## 212           Unf          0       480        2452    GasA        Ex          Y
## 213           Unf          0      1082        1082    GasA        Ex          Y
## 214           Unf          0      1598        1598    GasA        Gd          Y
## 215           Unf          0       522        1358    GasA        Ex          Y
## 216           Unf          0       425        1306    GasA        Ex          Y
## 217           Unf          0       474        1350    GasA        Ex          Y
## 218           Unf          0       346        2492    GasA        Ex          Y
## 219           Unf          0       643        2200    GasA        Ex          Y
## 220           Unf          0      1084        1884    GasA        Ex          Y
## 221           Unf          0      1451        1451    GasA        Ex          Y
## 222           Unf          0       516        1712    GasA        Ex          Y
## 223           Unf          0      1405        1405    GasA        Ex          Y
## 224           Unf          0       728         728    GasA        Ex          Y
## 225           Unf          0       745         745    GasA        Ex          Y
## 226           Unf          0      1204        1220    GasA        Ex          Y
## 227           Unf          0       384         384    GasA        Ex          Y
## 228           Unf          0       868         868    GasA        Ex          Y
## 229           Unf          0       846         846    GasA        Ex          Y
## 233           Rec        113        30         384    GasA        Ex          Y
## 234           Unf          0       111         794    GasA        Ex          Y
## 235           Unf          0       384         384    GasA        Ex          Y
## 237           Unf          0       384         384    GasA        Ex          Y
## 238           Unf          0       282        1455    GasA        Ex          Y
## 240           Unf          0       254        1070    GasA        Ex          Y
## 242           Unf          0      1696        1696    GasA        Ex          Y
## 243           Unf          0      1614        1614    GasA        Ex          Y
## 244           Unf          0       408        1702    GasA        Ex          Y
## 245           Unf          0      1043        1422    GasA        Ex          Y
## 246           Unf          0       300        2458    GasA        Ex          Y
## 247           Unf          0      1436        1436    GasA        Ex          Y
## 248           Unf          0      1402        1402    GasA        Ex          Y
## 249           Unf          0      1530        1530    GasA        Ex          Y
## 250           Unf          0      1348        1372    GasA        Ex          Y
## 251           Unf          0       218         900    GasA        Ex          Y
## 252           Unf          0      1836        1836    GasA        Ex          Y
## 253           Unf          0       222        1652    GasA        Ex          Y
## 254           ALQ        360       422        1553    GasA        Ex          Y
## 255           Unf          0       402         812    GasA        Ex          Y
## 256           Unf          0      1218        1218    GasA        Ex          Y
## 257           Unf          0      1087        1141    GasA        Ex          Y
## 258           Unf          0      1158        1158    GasA        Ex          Y
## 259           Unf          0       835         835    GasA        Ex          Y
## 260           Rec        774       222        1512    GasA        Ex          Y
## 261           Unf          0      1114        1114    GasA        Ex          Y
## 262           Unf          0      1114        1114    GasA        Ex          Y
## 263           Unf          0       278        1114    GasA        Ex          Y
## 264           Unf          0      1450        1450    GasA        Ex          Y
## 265           Unf          0       276         913    GasA        Ex          Y
## 266           Rec        364       400         816    GasA        Ex          Y
## 267           Unf          0      1332        1332    GasA        Gd          Y
## 268           GLQ        596       122         754    GasA        Ex          Y
## 270          None          0         0           0    GasA        TA          Y
## 271           BLQ        884        28         980    GasA        Gd          Y
## 276           BLQ        590       182         912    GasA        Gd          Y
## 279           Unf          0      1376        1376    GasA        Ex          Y
## 282           Unf          0       249         756    GasA        Ex          Y
## 283           Unf          0       142         691    GasA        Ex          Y
## 285           Unf          0      1619        1740    GasA        TA          Y
## 286           Unf          0       392         392    GasA        Ex          Y
## 288           Unf          0       932         932    GasA        Gd          Y
## 289           Rec        147       588        1288    GasA        TA          Y
## 290           Unf          0       261        1216    GasA        TA          Y
## 292           Unf          0       216         864    GasA        TA          Y
## 293           Unf          0      1568        1568    GasA        TA          Y
## 294           Unf          0       467        1165    GasA        Gd          Y
## 296           Unf          0       160         894    GasA        Gd          Y
## 297           Unf          0       461         864    GasA        Ex          Y
## 300           BLQ        512       491        1313    GasA        TA          Y
## 301           Unf          0       294        1292    GasA        TA          Y
## 303           Unf          0       640        1208    GasA        Ex          Y
## 304           ALQ        247       613         960    GasA        Gd          Y
## 305           Unf          0       507        1680    GasA        TA          Y
## 306           Unf          0       141        1453    GasA        Ex          Y
## 307           Unf          0       175        1562    GasA        Gd          Y
## 308           Unf          0       313        1169    GasA        TA          Y
## 310           Unf          0       280         988    GasA        TA          Y
## 311           BLQ        202       565        1202    GasA        TA          Y
## 312           LwQ        483       727        1382    GasA        Gd          Y
## 313           LwQ        750       295        1200    GasA        TA          Y
## 314           Unf          0      1866        1866    GasA        Ex          Y
## 315           Unf          0       572        1062    GasA        Gd          Y
## 316           Unf          0       323         631    GasA        TA          Y
## 317           Unf          0        93         793    GasA        TA          Y
## 318           Unf          0       100        1031    GasA        Gd          Y
## 319          None          0         0           0    GasA        TA          Y
## 320           Unf          0         0         699    GasA        Ex          Y
## 321           Unf          0       810        1200    GasA        TA          Y
## 322           Unf          0       792         792    GasA        Gd          Y
## 323           Unf          0       676         676    GasA        Ex          Y
## 324           Unf          0       405         405    GasA        Gd          Y
## 325           Unf          0      1054        1054    GasA        Ex          Y
## 326           Unf          0      1313        1313    GasA        TA          Y
## 327           Unf          0       560         560    GasA        Ex          Y
## 328           Unf          0       416         416    GasA        Gd          N
## 329           Unf          0       720         720    GasA        TA          N
## 330           Unf          0       630         630    GasA        TA          Y
## 331           Unf          0      1248        1248    GasA        TA          Y
## 332           Unf          0       996        1380    GasA        Fa          Y
## 333           Rec         60       108        1040    GasA        Gd          Y
## 334           Unf          0       206         951    GasA        Gd          Y
## 335           Unf          0       559        1105    GasA        Gd          Y
## 336           Unf          0       160         160    GasA        Fa          Y
## 337           Unf          0       174         795    GasA        Gd          N
## 338           Unf          0      1041        1041    GasA        Gd          Y
## 339           BLQ        102         0         732    GasA        TA          Y
## 340           Rec         95         0         528    GasA        TA          Y
## 341           Unf          0       832         832    GasA        TA          Y
## 342           Unf          0       744         864    GasA        TA          Y
## 343           Unf          0       780         780    GasA        TA          Y
## 344           Unf          0         0         941    GasA        Gd          Y
## 345           Unf          0       219        1045    GasA        TA          Y
## 346           Unf          0       901         901    GasA        Gd          Y
## 347           Unf          0       339         972    GasA        Gd          N
## 348           Unf          0       240         240    GasA        TA          Y
## 349           Unf          0       504         504    GasA        Ex          Y
## 350           Unf          0       269         690    GasA        TA          Y
## 351           Unf          0       600         600    GasA        Gd          N
## 352           Unf          0       801         801    GasA        Gd          N
## 353           Unf          0       384         768    GasA        TA          Y
## 354           Unf          0       861         861    GasA        TA          Y
## 355          None          0         0           0    GasA        Fa          N
## 356           Unf          0       624         624    GasA        TA          Y
## 357           Unf          0       677         677    GasA        TA          Y
## 358           Unf          0       917         917    GasA        Gd          Y
## 359           Unf          0       624         624    GasA        Ex          Y
## 361           Unf          0       972         972    GasA        Ex          Y
## 362           Unf          0       741         741    GasA        Ex          Y
## 363           Unf          0       245         245    GasA        TA          N
## 365           Unf          0       297         297    GasA        Ex          Y
## 366           Unf          0       248         468    GasA        Gd          Y
## 367           Unf          0       960         960    GasA        Gd          Y
## 368           Unf          0       679         952    GasA        TA          Y
## 369           Unf          0       938        1072    GasA        TA          Y
## 370           Unf          0      1048        1048    GasA        Gd          Y
## 371           Unf          0       672         672    GasA        Fa          Y
## 372           Unf          0      1040        1040    GasA        TA          N
## 373           Unf          0       198         720    GasA        Fa          Y
## 375           Unf          0       851        1020    GasA        TA          N
## 376           Unf          0      1204        1204    GasA        TA          Y
## 377           Rec         63        46         858    GasA        TA          Y
## 378           ALQ        262       160         698    GasA        Ex          Y
## 379           Unf          0       560         560    GasA        Ex          Y
## 380           Unf          0         0        1200    GasA        TA          Y
## 382           Unf          0       585         585    GasA        TA          N
## 383           Unf          0       525        1052    GasA        TA          Y
## 385           Unf          0       552         552    GasA        TA          Y
## 386           Unf          0       550        1138    GasA        Ex          Y
## 390           Unf          0       816        1073    GasA        TA          Y
## 391           Unf          0       405         747    GasA        Ex          Y
## 392           Unf          0       916        1089    GasW        TA          Y
## 393           ALQ        393       104        1049    GasA        TA          Y
## 394           ALQ        286       308        1054    GasA        Gd          Y
## 395           GLQ        450         0         520    GasA        Gd          Y
## 396           Unf          0       605        1079    GasA        Ex          Y
## 397          None          0         0           0    GasA        Ex          Y
## 398          None          0         0           0    GasA        TA          Y
## 399          None          0         0           0    GasA        TA          Y
## 400           Unf          0         0        1094    GasA        TA          Y
## 401          None          0         0           0    GasA        TA          Y
## 405           Unf          0       534        1555    GasA        Ex          Y
## 406           Unf          0       616        1720    GasA        Ex          Y
## 407           Unf          0      1468        1468    GasA        Ex          Y
## 408           Unf          0       479        1838    GasA        Ex          Y
## 409           Unf          0       380        1282    GasA        Ex          Y
## 410           Unf          0       382        1254    GasA        Ex          Y
## 411           Unf          0      1474        1498    GasA        Ex          Y
## 412           Unf          0       704         704    GasA        Ex          Y
## 414           Unf          0       235         990    GasA        Ex          Y
## 415           Unf          0       513        1463    GasA        Ex          Y
## 416           Unf          0       322         928    GasA        Ex          Y
## 417           Unf          0       172        1431    GasA        Ex          Y
## 418           Unf          0      1468        1492    GasA        Ex          Y
## 420           BLQ         72       132         914    GasA        TA          Y
## 421           Unf          0       335        1569    GasA        Ex          Y
## 423           Unf          0       840         840    GasA        Ex          Y
## 425           Unf          0       216        1462    GasA        Ex          Y
## 427           Unf          0       306        1417    GasA        Ex          Y
## 428           Unf          0       100        1578    GasA        Ex          Y
## 429           Unf          0       608         608    GasA        Ex          Y
## 430           Unf          0       615        1014    GasA        TA          Y
## 431           Unf          0         0         547    GasA        Gd          Y
## 432           Rec        243       301         876    GasA        TA          Y
## 433           Unf          0         0        1078    GasA        TA          Y
## 434           Unf          0      1678        1678    GasA        TA          Y
## 435           Unf          0       604        1150    GasA        Ex          Y
## 436           Unf          0        94         720    GasA        Ex          Y
## 437           Unf          0         0         832    GasA        TA          Y
## 438           Unf          0       583         583    GasA        Gd          Y
## 439           Unf          0       816         816    GasA        Ex          Y
## 440           Unf          0       600         600    GasA        Ex          Y
## 441           Unf          0       112         840    GasA        Ex          Y
## 442           Unf          0       480        1273    GasA        Ex          Y
## 444           ALQ        694       264        1112    GasA        Ex          Y
## 445           BLQ        875       621        1561    GasA        TA          Y
## 446           Rec        507       248        1067    GasW        Fa          N
## 447           BLQ        435        91        1310    GasA        Ex          Y
## 448           Unf          0       516         516    GasA        TA          Y
## 449           Unf          0        90         561    GasA        TA          Y
## 450           Unf          0       561         561    GasA        TA          Y
## 453           Unf          0       760         760    GasA        Ex          N
## 454           Unf          0       572         572    GasA        Fa          N
## 455           Unf          0       120        1596    GasA        Ex          Y
## 456          None          0         0           0    GasA        TA          N
## 457           BLQ        250       412        1107    GasA        Ex          Y
## 458           Unf          0       135         902    GasA        Ex          Y
## 459           LwQ        116         0         957    GasA        TA          Y
## 460           Unf          0      1527        1582    GasA        TA          Y
## 461           Unf          0       432        2190    GasA        Ex          Y
## 462           Unf          0       526        1641    GasA        Ex          Y
## 464           ALQ        624       117        1645    GasA        Ex          Y
## 465           Unf          0       912         912    GasA        Ex          Y
## 466           Unf          0       338        1978    GasA        Ex          Y
## 467           Unf          0       476        1008    GasA        Gd          Y
## 468           Unf          0       594        1188    GasA        Ex          Y
## 469           BLQ         76         0         796    GasA        Gd          Y
## 470           GLQ        270         0         384    GasA        Ex          Y
## 471           LwQ        110         0         828    GasA        TA          Y
## 472           Unf          0       294         624    GasA        TA          Y
## 473           LwQ        288         0         784    GasA        Ex          Y
## 474           Unf          0       220         926    GasA        Ex          Y
## 475           Unf          0       204         680    GasA        Gd          Y
## 476           Unf          0        75         926    GasA        Ex          Y
## 478           Unf          0       898        1348    GasA        Gd          Y
## 479           Unf          0      1008        1664    GasA        Ex          Y
## 480           Unf          0      1280        1280    GasA        Ex          Y
## 481           Unf          0       932         932    GasA        Gd          Y
## 483           Unf          0      1018        1337    GasA        Gd          Y
## 484           Unf          0      1152        1168    GasA        Ex          Y
## 485           Unf          0       547        1884    GasA        Ex          Y
## 487           Unf          0       676        1710    GasA        Ex          Y
## 489           Unf          0       692        1675    GasA        Ex          Y
## 491           Rec        186       656        2048    GasA        TA          Y
## 492           LwQ        449       469        1782    GasA        TA          Y
## 493           Rec         48       273        1211    GasA        TA          Y
## 494           Unf          0       738         738    GasA        TA          Y
## 495           Unf          0       440         720    GasA        Gd          Y
## 497           Unf          0      1444        1444    GasA        TA          Y
## 499           Unf          0       896         896    GasA        TA          Y
## 500           Unf          0       684         936    GasA        TA          Y
## 501           ALQ        613       132         864    GasA        TA          Y
## 502           Unf          0        25         483    GasA        TA          Y
## 503           Unf          0         0         483    GasA        Gd          Y
## 504           Unf          0       280         630    GasA        TA          Y
## 505           LwQ        294       275         855    GasA        Gd          Y
## 506           Unf          0       677        1055    GasA        Fa          Y
## 507           Unf          0       570        1582    GasA        Ex          Y
## 508           BLQ        495       195        2418    GasA        Ex          Y
## 509           Unf          0       575        1950    GasA        Ex          Y
## 510           Unf          0       430        1850    GasA        Ex          Y
## 511           Unf          0       538        1620    GasA        Ex          Y
## 512           Unf          0       165        1414    GasA        Ex          Y
## 513           Unf          0       908         948    GasA        Ex          Y
## 514           Unf          0       292        1148    GasA        Ex          Y
## 515           Unf          0       278        2535    GasA        Ex          Y
## 516           Unf          0       454        1603    GasA        Ex          Y
## 517           Unf          0       404        1479    GasA        Ex          Y
## 518           Unf          0      1765        1765    GasA        Ex          Y
## 519           Unf          0      1486        1858    GasA        Ex          Y
## 520           Unf          0      1347        1367    GasA        Ex          Y
## 521           Unf          0       596        1800    GasA        Ex          Y
## 522           Unf          0       496        1342    GasA        Ex          Y
## 523           Unf          0      1318        1342    GasA        Ex          Y
## 524           Unf          0       764         764    GasA        Ex          Y
## 527           Unf          0      1146        1146    GasA        Ex          Y
## 528           Unf          0       789         789    GasA        Ex          Y
## 531           Unf          0       474        1350    GasA        Ex          Y
## 532           Unf          0       438         982    GasA        Ex          Y
## 534           Unf          0       167        1037    GasA        Ex          Y
## 535           Unf          0       831         831    GasA        Ex          Y
## 536           Unf          0      1173        1173    GasA        Ex          Y
## 538           Unf          0       322        1982    GasA        Ex          Y
## 539           Unf          0       213        1064    GasA        Ex          Y
## 541           GLQ        852         0        1080    GasA        Ex          Y
## 542           Unf          0       482        1578    GasA        Gd          Y
## 543           Unf          0      1341        1341    GasA        Ex          Y
## 544           Unf          0       226         955    GasA        Ex          Y
## 545           Unf          0       794        1460    GasA        Ex          Y
## 546           Unf          0      1339        1363    GasA        Ex          Y
## 547           Unf          0      1660        1660    GasA        Ex          Y
## 548           Unf          0       316        1218    GasA        Ex          Y
## 549           ALQ        555       200         835    GasA        Ex          Y
## 550           Unf          0       835         835    GasA        Ex          Y
## 551           Unf          0      1095        1175    GasA        Ex          Y
## 552           Unf          0      1162        1162    GasA        Ex          Y
## 553           Unf          0       392         754    GasA        Ex          Y
## 554           Unf          0       284         886    GasA        Ex          Y
## 555           Unf          0       295         832    GasA        Ex          Y
## 556           Unf          0       355         827    GasA        Ex          Y
## 557           Unf          0       439         836    GasA        Gd          Y
## 558           ALQ        799       132         984    GasA        TA          Y
## 559           Unf          0       100         864    GasA        Ex          Y
## 560           Unf          0         0         890    GasA        Gd          N
## 561           Unf          0       375         864    GasA        TA          Y
## 562           Unf          0       630        1430    GasA        TA          Y
## 563           ALQ        811         0        1001    GasA        TA          Y
## 565           Unf          0      1328        1848    GasA        Ex          Y
## 566           Unf          0      1211        1235    GasA        Ex          Y
## 567           Unf          0       210         600    GasA        Ex          Y
## 568           Unf          0       689         689    GasA        Ex          Y
## 569           Unf          0       194         744    GasA        Gd          Y
## 572           Unf          0       455        1419    GasA        Ex          Y
## 573           Unf          0       416        1557    GasA        Ex          Y
## 574           Unf          0        72         672    GasA        Ex          Y
## 575           Unf          0       177         858    GasA        Ex          Y
## 576           Unf          0       348         960    GasA        Ex          Y
## 577           Unf          0       147         960    GasA        Ex          Y
## 578           GLQ        842         0         970    GasA        Ex          Y
## 579           GLQ        670         0        1230    GasA        Ex          Y
## 581           Rec        382         0        1426    GasA        Ex          Y
## 584           Unf          0      1439        1740    GasA        Fa          Y
## 586           Unf          0      1625        1625    GasA        Ex          Y
## 587           Unf          0         0         732    GasA        Ex          Y
## 588           Rec        456       196         912    GasA        Ex          Y
## 589           Unf          0      1728        1728    GasA        TA          Y
## 591          None          0         0           0    GasA        TA          Y
## 592           Unf          0      1114        1114    GasA        TA          Y
## 594           Unf          0       228         348    GasA        TA          Y
## 595           Unf          0       638        1296    GasA        TA          Y
## 596           Rec        308       232         572    GasA        Gd          Y
## 597           Unf          0       505        1036    GasA        Ex          Y
## 598           Unf          0       529        1104    GasA        Ex          Y
## 599           LwQ         52       503        1176    GasA        TA          Y
## 600           Unf          0       195        1248    GasA        TA          Y
## 601           Unf          0       437        1395    GasA        Ex          Y
## 602           Unf          0       330        1104    GasA        Gd          Y
## 603           Unf          0       572         720    GasA        Ex          Y
## 604           LwQ        196       456        1152    GasA        TA          Y
## 606           Unf          0       998         998    GasA        TA          Y
## 607          None          0         0           0    GasA        Gd          Y
## 608           Unf          0      1824        1824    GasA        Fa          Y
## 609          None          0         0           0    GasA        TA          N
## 610           Unf          0       747         747    GasA        TA          Y
## 611           Unf          0       672         672    GasA        Gd          Y
## 612           Unf          0       892         892    GasA        Ex          Y
## 613           Unf          0       168         912    GasA        TA          Y
## 614           Unf          0       675        1312    GasA        Ex          Y
## 616           Unf          0       444         876    GasA        TA          Y
## 617           Rec        488       292        1256    GasA        Gd          Y
## 618           Rec        319       188        1027    GasA        TA          Y
## 619           Unf          0       453         768    GasA        Ex          Y
## 620           Unf          0       936         936    GasA        TA          Y
## 621           Unf          0       181         854    GasA        Fa          Y
## 622           Unf          0      1800        1800    GasA        TA          N
## 623           Unf          0       398         768    GasA        Gd          Y
## 624           Unf          0       825         825    GasA        TA          Y
## 625           Unf          0      1117        1117    GasA        Ex          Y
## 626           Unf          0        96         192    GasA        Gd          N
## 627           Unf          0       780         780    GasA        Ex          Y
## 628           Unf          0       680         680    GasA        Fa          N
## 629           Unf          0       672         672    GasA        TA          Y
## 630           Unf          0       728         728    GasA        Gd          Y
## 631           Unf          0       828         828    GasA        Gd          Y
## 632           Unf          0       801         801    GasA        Gd          Y
## 633           Unf          0       576         936    GasA        Gd          N
## 634           Unf          0       931         931    GasA        TA          Y
## 635           Unf          0       294         884    GasA        TA          Y
## 636           Unf          0       481         481    GasA        TA          N
## 637           Unf          0       684         684    GasA        Gd          Y
## 638           Unf          0       459         904    GasA        Ex          Y
## 639           Unf          0       407         407    GasA        TA          N
## 640           Unf          0       448         448    GasA        Gd          Y
## 641           Unf          0       797         797    GasA        TA          N
## 642           Unf          0       508         624    GasA        Ex          Y
## 643           Unf          0       346         346    GasA        Ex          Y
## 644           Unf          0       739         973    GasA        TA          Y
## 645           Unf          0       572         572    GasA        Ex          Y
## 646           Unf          0       723         723    GasA        TA          N
## 647           Unf          0      1313        1313    GasW        Gd          Y
## 648           Unf          0       784         984    GasA        Gd          Y
## 649           Unf          0       869         869    GasA        TA          Y
## 650           BLQ        273       329        1008    GasA        TA          Y
## 653           Unf          0        72         672    GasA        Ex          Y
## 654           Unf          0       554         554    GasA        Ex          Y
## 655           Unf          0       460         981    GasA        Ex          Y
## 656           Unf          0       949         949    GasA        Ex          Y
## 657           LwQ        162       462         825    GasA        Ex          Y
## 658           Unf          0       475         739    GasA        Ex          Y
## 659           Unf          0       992         992    GasA        Ex          Y
## 660           Unf          0       497         565    GasA        TA          Y
## 661          None          0         0           0    GasA        TA          Y
## 662           Unf          0       624         704    GasA        Ex          Y
## 664           LwQ        240       449         989    GasA        TA          Y
## 665           Unf          0       897        1100    GasA        TA          Y
## 666           Unf          0       810         810    GasA        Ex          Y
## 667           Unf          0      1046        1242    GasA        Gd          Y
## 668           Unf          0       796         796    GasA        Ex          Y
## 670           Unf          0       396         768    GasA        TA          Y
## 671           Unf          0      1272        1272    GasA        TA          Y
## 673           Unf          0      1040        1040    GasA        Gd          Y
## 674           Unf          0       647         768    GasA        TA          Y
## 675           Unf          0       451         451    GasA        TA          Y
## 676           Unf          0       536         536    GasA        Ex          N
## 677           Unf          0      1046        1046    GasA        Gd          N
## 679           Unf          0       480        1008    GasA        TA          Y
## 680           Unf          0       234         992    GasA        Ex          Y
## 684           Unf          0         0        1300    GasA        Fa          Y
## 685           Unf          0       326         960    GasA        Ex          Y
## 686           Unf          0       212         988    GasA        TA          Y
## 688           Unf          0       240         576    GasA        Gd          Y
## 690           Unf          0       925        1524    GasA        TA          Y
## 691           Unf          0       570         570    GasA        TA          Y
## 692           Unf          0       545        1580    GasA        Ex          Y
## 693           Unf          0       639        1509    GasA        TA          Y
## 694           Unf          0         0         864    GasA        Fa          N
## 695           Unf          0       297         621    GasA        TA          Y
## 697           Unf          0       331        1602    GasA        Ex          Y
## 699           Unf          0       672         672    GasA        Ex          Y
## 700           Unf          0       628         628    GasA        Ex          Y
## 701           Unf          0      1615        1615    GasA        Ex          Y
## 702           Unf          0       186        2271    GasA        Ex          Y
## 703           Unf          0       598        1751    GasA        Ex          Y
## 706           Unf          0       268         990    GasA        Ex          Y
## 709           Unf          0       255         782    GasA        Ex          Y
## 710           Unf          0       265         928    GasA        Ex          Y
## 713           ALQ        596       180         864    GasA        TA          Y
## 717           Unf          0      1129        1129    GasA        Ex          Y
## 718           Unf          0       850         850    GasA        Ex          Y
## 720           LwQ        162        83        1838    GasA        Ex          Y
## 721           Unf          0      1421        1445    GasA        Ex          Y
## 722           Unf          0      1508        1564    GasA        Ex          Y
## 723           Unf          0      1327        1351    GasA        Ex          Y
## 724           Unf          0       483        1092    GasA        TA          Y
## 725           Unf          0         0         456    GasA        Ex          Y
## 726           Unf          0        94        1127    GasA        TA          Y
## 728           Unf          0       396         684    GasA        TA          Y
## 729          None          0         0           0    GasA        TA          Y
## 730          None          0         0           0    GasA        TA          N
## 731          None          0         0           0    GasA        TA          N
## 732           Unf          0         0         784    GasA        TA          N
## 733           Unf          0       585         585    GasA        Gd          Y
## 734          None          0         0           0    GasA        Gd          Y
## 735           Unf          0       144         911    GasA        TA          Y
## 736           Unf          0       416         416    GasA        Gd          Y
## 737           Unf          0       725         949    GasA        TA          Y
## 738           Unf          0      1228        1228    GasA        Ex          Y
## 739           Rec        679         0         960    GasA        Ex          Y
## 740           Unf          0       265         644    GasA        Ex          Y
## 741           Unf          0       676         676    GasA        Ex          Y
## 742           Unf          0       392         798    GasA        Ex          Y
## 746           Unf          0       591        1091    GasA        Fa          N
## 747           Unf          0       398         608    GasA        TA          Y
## 748           Unf          0       397         832    GasA        Ex          Y
## 749           Unf          0       782        1898    GasA        Ex          Y
## 750           Unf          0       150         516    GasA        TA          Y
## 751           GLQ         40       555         894    GasA        TA          Y
## 752           Unf          0       720         720    GasA        Gd          Y
## 753           Unf          0       780         780    GasA        Gd          Y
## 754           Unf          0       367         624    GasA        Ex          Y
## 755           Unf          0       520         520    GasA        TA          Y
## 756           Unf          0       821        1151    GasA        Gd          Y
## 757          None          0         0           0    Wall        Po          N
## 758           Unf          0       173         173    GasA        Ex          N
## 759           Unf          0       356         356    GasA        TA          N
## 760           Unf          0       592         592    GasA        Ex          Y
## 761           Unf          0       120        1596    GasA        Ex          Y
## 762           Unf          0       120        1594    GasA        Ex          Y
## 765          None          0         0           0    GasA        TA          Y
## 766           Unf          0       297        1680    GasA        Gd          Y
## 767           Unf          0       384        1277    GasA        Gd          Y
## 768           Unf          0       482        1518    GasA        Ex          Y
## 769           Unf          0       150         920    GasA        Ex          Y
## 770           Unf          0       352         352    GasA        Gd          Y
## 771           Unf          0       796         796    GasA        Ex          Y
## 772           Unf          0      1495        1495    GasA        Ex          Y
## 773           Rec         60       276        1256    GasA        Ex          Y
## 774           Unf          0       403        1432    GasA        Ex          Y
## 776           Unf          0       873        1884    GasA        Ex          Y
## 777           Unf          0       393        1964    GasA        Ex          Y
## 778           Unf          0        35        1344    GasA        Ex          Y
## 779           Unf          0      1092        1092    GasA        Ex          Y
## 780           Unf          0       325        1189    GasA        Ex          Y
## 781           LwQ        247        88        1200    GasA        Gd          Y
## 783           Unf          0       232         550    GasA        TA          Y
## 784           Unf          0        25         526    GasA        Gd          Y
## 785           Unf          0        25         462    GasA        TA          Y
## 787           Unf          0       188         546    GasA        Ex          Y
## 788           Unf          0       282         816    GasA        Ex          Y
## 789           Unf          0       207         845    GasA        Gd          Y
## 790           Unf          0       217         864    GasA        TA          Y
## 792           Unf          0       749        1587    GasA        TA          Y
## 793           Unf          0       384         384    GasA        Gd          Y
## 796           Unf          0       277         691    GasA        Gd          Y
## 797           Unf          0       938         938    GasA        Ex          Y
## 800           Unf          0       752        1302    GasA        Fa          Y
## 801           Unf          0       918        1166    GasA        Gd          Y
## 802           Unf          0       386        1312    GasA        Gd          Y
## 803           Unf          0       163        1149    GasA        Ex          Y
## 804           Unf          0      1559        2660    GasA        Ex          Y
## 805           Unf          0        53        1100    GasW        TA          Y
## 806           Unf          0       815        1612    GasA        Ex          Y
## 807           Unf          0       662        2220    GasA        Ex          Y
## 808           Unf          0       590        1742    GasA        Ex          Y
## 810           Unf          0       404         725    GasA        Ex          Y
## 811           Unf          0       201        1529    GasA        TA          Y
## 812           Unf          0        22         780    GasA        TA          Y
## 813           Unf          0       372        1153    GasA        TA          Y
## 814           Unf          0       356        1259    GasA        Ex          Y
## 815           BLQ        121      1012        1625    GasA        TA          Y
## 816           Rec        604         0        1228    GasA        TA          Y
## 817           LwQ        153         0        1084    GasA        TA          Y
## 818           Unf          0       359         925    GasA        TA          Y
## 819           GLQ        619       214         914    GasA        Ex          Y
## 821           Unf          0      1337        1337    GasA        Ex          Y
## 822           Unf          0       475        1405    GasA        Ex          Y
## 823           Unf          0       213         525    GasA        TA          Y
## 824           Unf          0       672         672    GasA        Ex          Y
## 825           Unf          6       423        1061    GasA        TA          Y
## 826           Unf          0       263         988    GasA        TA          Y
## 827           Unf          0       639        1790    GasA        Ex          Y
## 828           Unf          0      1694        1694    GasA        Ex          Y
## 829           Unf          0       590        2108    GasA        Ex          Y
## 830           Unf          0       630        1934    GasA        Ex          Y
## 831           Unf          0      1108        1108    GasA        Ex          Y
## 832           Unf          0       564        1994    GasA        Ex          Y
## 833           Unf          0       740        2552    GasA        Ex          Y
## 834           Unf          0      1704        1704    GasA        Ex          Y
## 835           Unf          0       636        2320    GasA        Ex          Y
## 836           Unf          0      1582        1582    GasA        Ex          Y
## 837           Unf          0       140         918    GasA        Ex          Y
## 838           Unf          0      1802        1802    GasA        Ex          Y
## 839           Unf          0      1706        1706    GasA        Ex          Y
## 840           Unf          0       379        1317    GasA        Ex          Y
## 842           Unf          0       436        1614    GasA        Ex          Y
## 843           Unf          0      1602        1721    GasA        Ex          Y
## 844           Unf          0      1298        1298    GasA        Ex          Y
## 845           Unf          0       436        1302    GasA        Ex          Y
## 846           Unf          0       272        1302    GasA        Ex          Y
## 847           Unf          0       600        1362    GasA        Ex          Y
## 848           Unf          0      1530        1554    GasA        Ex          Y
## 849           Unf          0       729        1577    GasA        Ex          Y
## 850           Unf          0      1300        1324    GasA        Ex          Y
## 851           Unf          0       405        1405    GasA        Ex          Y
## 852           Unf          0       768         768    GasA        Ex          Y
## 853           Unf          0       768         768    GasA        Ex          Y
## 854           Unf          0       608         608    GasA        Ex          Y
## 855           Unf          0       738         738    GasA        Ex          Y
## 856           Unf          0       698         698    GasA        Ex          Y
## 857           Unf          0       408        1326    GasA        Ex          Y
## 858           Unf          0       752         752    GasA        Ex          Y
## 859           Unf          0       728         728    GasA        Ex          Y
## 860           Unf          0      1246        1246    GasA        Ex          Y
## 862           Unf          0      1266        1266    GasA        Ex          Y
## 863           Unf          0        56         835    GasA        Ex          Y
## 864           Unf          0       192         384    GasA        Ex          Y
## 865           Unf          0      1510        1510    GasA        Ex          Y
## 867           Unf          0       847         847    GasA        Ex          Y
## 869           Unf          0       395         915    GasA        Ex          Y
## 870           Unf          0       941         941    GasA        Ex          Y
## 871           Unf          0       598        1779    GasA        Ex          Y
## 872           Unf          0       736        1408    GasA        Ex          Y
## 873           Unf          0       341        1389    GasA        Ex          Y
## 874           Unf          0      1066        1066    GasA        Ex          Y
## 875           Unf          0       770        1105    GasA        Ex          Y
## 876           Unf          0       100        1325    GasA        Ex          Y
## 877           Unf          0      1369        1369    GasA        Ex          Y
## 878           Unf          0       322        1542    GasA        Ex          Y
## 879           Unf          0      1496        1524    GasA        Gd          Y
## 880           Unf          0       394        1966    GasA        Ex          Y
## 881           Unf          0      1528        1528    GasA        Ex          Y
## 882           Unf          0       769        1538    GasA        Ex          Y
## 883           Unf          0       716        1494    GasA        Ex          Y
## 884           Unf          0       982         982    GasA        Ex          Y
## 885           Unf          0      1302        1302    GasA        Ex          Y
## 886           Unf          0      1314        1338    GasA        Ex          Y
## 887           Unf          0      1335        1335    GasA        Ex          Y
## 888           Unf          0       546         896    GasA        Ex          Y
## 889           Unf          0       725         725    GasA        Ex          Y
## 890           Unf          0       210         955    GasA        Ex          Y
## 891           Unf          0      1574        1574    GasA        Ex          Y
## 892           Unf          0      1685        1685    GasA        Ex          Y
## 893           Unf          0      1158        1158    GasA        Ex          Y
## 894           Unf          0      1100        1100    GasA        Ex          Y
## 895           Unf          0      1143        1143    GasA        Ex          Y
## 896           Unf          0       365        1094    GasA        Ex          Y
## 897           Unf          0      1461        1461    GasA        Ex          Y
## 899           Unf          0       630         630    GasA        Ex          Y
## 900           Rec        351       405         894    GasA        TA          Y
## 901           Unf          0       228        1040    GasA        TA          Y
## 903           Unf          0       250        1037    GasA        TA          Y
## 904           Unf          0        76        1044    GasA        TA          Y
## 905           Unf          0       527        1378    GasA        Ex          Y
## 906           Unf          0      1081        1141    GasA        Ex          Y
## 907           Unf          0      1451        1511    GasA        Ex          Y
## 908           Unf          0       415        1352    GasA        Ex          Y
## 909           Unf          0      1550        1550    GasA        Ex          Y
## 910           Unf          0       179         744    GasA        Gd          Y
## 911           Unf          0       339         756    GasA        Ex          Y
## 912           Unf          0      1339        1339    GasA        Ex          Y
## 914           Unf          0       319        1220    GasA        Ex          Y
## 915           ALQ       1037         0        1494    GasA        Ex          Y
## 916           Unf          0       270        2002    GasA        Ex          Y
## 917           Rec        829         0        2461    GasA        Gd          Y
## 918           Unf          0       912         912    GasA        Ex          Y
## 919           Unf          0        93        1008    GasA        TA          Y
## 921           Unf          0       385        1295    GasA        Fa          Y
## 922           Unf          0       778        1124    GasA        TA          Y
## 923           Unf          0      1594        1594    GasA        Ex          Y
## 924           Unf          0       329        1148    GasA        Ex          Y
## 925           Unf          0       301        1093    GasA        Gd          Y
## 926           Rec        264       171        1052    GasA        TA          Y
## 927           BLQ         38       437         949    GasA        TA          Y
## 929           LwQ        206       250         894    GasA        Gd          Y
## 931           Unf          0       264         964    GasA        Ex          Y
## 932           Unf          0       894         894    GasA        TA          Y
## 933           Unf          0       520        1174    GasA        Ex          Y
## 934           Unf          0       548        1042    GasA        TA          Y
## 935           Unf          0       431         845    GasA        Ex          Y
## 938           Rec        259       433         822    GasA        TA          Y
## 939           Unf          0       367         666    GasA        Fa          N
## 940           Unf          0       226         370    GasA        TA          N
## 941           ALQ        404       254         808    GasA        Ex          Y
## 942           Unf          0       710        1078    GasA        Ex          Y
## 943           Unf          0      1560        1560    GasA        TA          Y
## 945           Unf          0       618        1218    GasA        TA          Y
## 946           Unf          0        63         936    GasA        TA          Y
## 947           Unf          0       100        1008    GasA        Ex          Y
## 948           Unf          0       765        1053    GasA        Gd          Y
## 949           Unf          0      1144        1144    GasA        TA          Y
## 950           Rec        138       525        1331    GasA        Gd          Y
## 951           Unf          0       410         922    GasA        TA          Y
## 952           Unf          0       424        1204    GasA        TA          Y
## 953           Unf          0       928        1216    GasA        TA          Y
## 954           Unf          0       456         864    GasA        Gd          Y
## 955           Unf          0      1560        1560    GasA        TA          Y
## 956           Unf          0       507         948    GasA        TA          Y
## 957           ALQ        955         0        1040    GasA        TA          Y
## 958           ALQ        691       120         925    GasA        TA          Y
## 959           Unf          0      1040        1190    GasA        Gd          Y
## 960           Unf          0       130         923    GasA        TA          Y
## 961           Rec        354       156        1105    GasA        Gd          Y
## 963           Unf          0       925         925    GasA        Gd          Y
## 965           Unf          0       666         666    GasA        Gd          Y
## 966           LwQ         66        55        1151    GasA        Ex          Y
## 967           Unf          0       736         736    GasA        Ex          Y
## 968           ALQ        483         0         725    GasA        TA          Y
## 969           Unf          0       728         920    GasA        Gd          Y
## 970           Unf          0         0         952    GasA        Gd          Y
## 971           Unf          0       432         864    GasA        Fa          Y
## 973           Unf          0       545        1170    GasA        TA          Y
## 974           Unf          0       503        1242    GasA        Gd          Y
## 975           Rec        154       125        1377    GasA        TA          Y
## 976          None          0         0           0    GasA        Gd          Y
## 977           BLQ        442       312         864    GasA        Gd          Y
## 978           Unf          0       162         896    GasA        TA          Y
## 979           Unf          0       850         850    GasA        TA          Y
## 980           Unf          0       569         845    GasA        TA          Y
## 981           Unf          0       240        1022    GasA        TA          N
## 982           Unf          0       967         967    GasA        Gd          Y
## 983           Unf          0       808         808    GasA        Ex          Y
## 984           Unf          0       550         680    GasA        Ex          Y
## 985           Rec        448         0         570    GasA        Gd          N
## 986           Unf          0      1075        1075    GasA        Ex          Y
## 988           Rec        210       322         728    GasA        TA          Y
## 989           Unf          0       448         616    GasA        Ex          Y
## 990           Unf          0       667         926    GasA        TA          Y
## 991           Unf          0       371         687    GasA        Gd          Y
## 992           Unf          0       819         819    GasA        TA          Y
## 993          None          0         0           0    GasA        Gd          Y
## 994          None          0         0           0    GasA        Ex          Y
## 995           Rec        227       212         756    GasA        TA          N
## 996           Unf          0         0         910    GasA        TA          Y
## 997           Unf          0       422         728    GasA        Ex          Y
## 998           Unf          0       324         600    GasA        Ex          Y
## 999           Unf          0       884         884    GasA        Ex          Y
## 1001          Unf          0       624         672    GasA        Ex          Y
## 1002          Unf          0       966         966    GasA        Ex          Y
## 1003          Unf          0       405         756    GasA        Gd          Y
## 1004          Unf          0      1100        1100    GasA        Ex          Y
## 1005          Unf          0       768         768    GasA        Ex          Y
## 1006          Unf          0       750         750    GasA        TA          Y
## 1008          Unf          0       592         592    GasA        TA          N
## 1009          Unf          0       969         969    GasA        TA          N
## 1010          Unf          0       366         741    GasA        Fa          Y
## 1011          Rec        398       224         976    GasA        Ex          Y
## 1012          Unf          0       763        1138    GasA        Gd          Y
## 1013          ALQ        127         0         808    GasA        TA          Y
## 1014          Unf          0       771         771    GasA        Fa          Y
## 1015          Unf          0       717        1005    GasA        TA          Y
## 1016          Unf          0       187         672    GasA        TA          N
## 1017          Unf          0         0         925    GasA        TA          Y
## 1018          Unf          0       635        1420    GasA        Gd          Y
## 1019          LwQ        144       348        1005    GasA        TA          Y
## 1020          BLQ        722       190         980    GasA        TA          Y
## 1022          Unf          0        20         768    GasA        Gd          Y
## 1023          BLQ        288       420         876    GasA        TA          Y
## 1026          ALQ        522       332        1240    GasA        Gd          Y
## 1027          Unf          0       404         671    GasA        Fa          Y
## 1028          Unf          0       422         680    GasA        Ex          Y
## 1029          Unf          0       231         967    GasA        TA          Y
## 1030          BLQ        873        95        1158    GasA        TA          Y
## 1035          Unf          0       484         484    GasA        TA          N
## 1036          Unf          0       935        1288    GasA        Ex          Y
## 1037          Unf          0       497         988    GasA        Ex          Y
## 1038          Unf          0       411         864    GasA        TA          Y
## 1040          GLQ        755         0        1038    GasA        Gd          Y
## 1041          Unf          0       785        1342    GasA        Ex          Y
## 1042          Unf          0         0        1080    GasA        TA          N
## 1043          Unf          0       951         951    GasW        Fa          N
## 1044          Unf          0      1105        1105    GasA        Ex          Y
## 1045          Unf          0       282         779    GasA        Ex          Y
## 1046          Unf          0      1643        1643    GasA        Ex          Y
## 1047          Unf          0      2140        2140    GasA        Ex          Y
## 1048          Unf          0      1643        1643    GasA        Ex          Y
## 1049          Unf          0      1526        1546    GasA        Ex          Y
## 1050          Unf          0      1453        1489    GasA        Ex          Y
## 1051          Unf          0      1270        1270    GasA        Ex          Y
## 1052          Unf          0       879         879    GasA        Ex          Y
## 1054          GLQ        915         0         966    GasA        Ex          Y
## 1056          Unf          0        96         635    GasA        Ex          Y
## 1057          Unf          0       570         990    GasA        Ex          Y
## 1058          Unf          0       548        1097    GasA        Ex          Y
## 1059          Unf          0       646         988    GasA        Ex          Y
## 1060          Unf          0       215         853    GasA        Ex          Y
## 1061          Unf          0       845         845    GasA        Ex          Y
## 1063          Unf          0       201         864    GasA        TA          Y
## 1064          Unf          0       513        1015    GasA        TA          Y
## 1065          Unf          0       240         995    GasA        TA          Y
## 1066          Unf          0       501        1040    GasA        TA          Y
## 1067          BLQ        417       399         876    GasA        TA          Y
## 1068          Rec        432       102         864    GasA        TA          Y
## 1069          Unf          0       193         864    GasA        Gd          Y
## 1070          Unf          0         0         385    GasA        Gd          Y
## 1072          Unf          0       325         979    GasA        Ex          Y
## 1073          Unf          0       860         860    GasA        Ex          Y
## 1074          GLQ        465       683        1556    GasA        Ex          Y
## 1077          Unf          0       426        1341    GasA        Ex          Y
## 1078          Unf          0       738         738    GasA        Ex          Y
## 1079          Unf          0       460        1169    GasA        Ex          Y
## 1080          Unf          0      1330        1330    GasA        Ex          Y
## 1081          Unf          0       738         738    GasA        Gd          Y
## 1082          Unf          0       768         768    GasA        Ex          Y
## 1083          Unf          0         0         936    GasA        Gd          Y
## 1084          LwQ        841       115        1088    GasA        TA          Y
## 1085          BLQ        105       666         901    GasA        TA          Y
## 1086          Unf          0      1179        1179    GasA        Gd          Y
## 1087          Unf          0       456         960    GasA        TA          Y
## 1089          Unf          0       123         734    GasA        Gd          Y
## 1090          Unf          0      1085        5095    GasA        Ex          Y
## 1091          Unf          0        80         547    GasA        Ex          Y
## 1092          ALQ        831        52         960    GasA        Ex          Y
## 1093         None          0         0           0    GasA        TA          N
## 1094          Unf          0      1195        1195    GasA        TA          N
## 1095          ALQ        278       238         660    GasA        TA          Y
## 1096          Unf          0       224         768    GasA        TA          Y
## 1097          Unf          0       182         864    GasA        TA          Y
## 1098          Unf          0       925        1296    Grav        Fa          N
## 1099          Unf          0       971        1290    GasA        TA          Y
## 1100          Unf          0       538         651    GasA        Gd          Y
## 1101          Unf          0       285         531    GasA        TA          Y
## 1102          Unf          0       585         585    GasA        TA          N
## 1103          Unf          0       686         686    GasA        TA          Y
## 1104          Unf          0       851         851    GasA        Gd          Y
## 1105         None          0         0           0    GasA        Fa          Y
## 1106          Unf          0       741         930    GasA        Ex          Y
## 1107          Unf          0       195         728    GasA        Ex          Y
## 1110          Unf          0       186         516    GasA        Gd          Y
## 1112          Unf          0       427        1004    GasA        Gd          Y
## 1114          Unf          0       279         279    GasA        Gd          Y
## 1115          Unf          0       345         720    GasA        Gd          Y
## 1116          Unf          0       936         936    GasA        Ex          Y
## 1117          Unf          0       311         859    GasA        Ex          Y
## 1118          Unf          0       816         816    GasA        Ex          Y
## 1119         None          0         0           0    GasA        Ex          Y
## 1120          Unf          0       957         957    GasA        Fa          N
## 1121          Unf          0       106        1073    GasA        Gd          Y
## 1122          Unf          0       100         837    GasA        Ex          Y
## 1123          Unf          0         0        1573    GasA        Gd          Y
## 1125          Unf          0       856        1441    GasA        Ex          Y
## 1126          Unf          0        17        1409    GasA        Ex          Y
## 1129          Unf          0        46         970    GasA        TA          Y
## 1130          Unf          0       552        1501    GasA        Ex          Y
## 1131          Unf          0       585         585    GasA        Gd          Y
## 1132          Unf          0      1689        1689    GasA        Ex          Y
## 1133          Unf          0       963        1546    GasA        Ex          Y
## 1134          BLQ         80       970        1265    GasA        Gd          Y
## 1136          Unf          0       593        1922    GasA        Ex          Y
## 1139          Unf          0      1824        1824    GasA        Ex          Y
## 1140         None          0         0           0    GasA        Ex          Y
## 1141          GLQ        904         0         920    GasA        Ex          Y
## 1142          Unf          0       294         546    GasA        TA          Y
## 1144          Unf          0       162         546    GasA        Ex          Y
## 1145          Unf          0       546         546    GasA        Ex          Y
## 1146          Unf          0         0         923    GasA        TA          Y
## 1148          Unf          0        48        1160    GasA        TA          Y
## 1149          Unf          0       185         716    GasA        Ex          Y
## 1150          Unf          0         0         796    GasA        TA          Y
## 1151          Unf          0       585        1396    GasA        TA          N
## 1153          Unf          0       220         816    GasA        TA          Y
## 1154          Unf          0       348         864    GasA        TA          Y
## 1156          Unf          0       235        1008    GasA        TA          Y
## 1159          Unf          0      1851        1851    GasA        Gd          Y
## 1160          Unf          0       113         813    GasA        Ex          Y
## 1162          Unf          0       821         821    GasA        Gd          Y
## 1163          Unf          0      1074        1074    GasA        Ex          Y
## 1164          Unf          0      1640        1700    GasA        Ex          Y
## 1165          Unf          0      2062        2062    GasA        Ex          Y
## 1167          Unf          0      1191        1191    GasA        TA          Y
## 1168          Unf          0       180        1398    GasA        Ex          Y
## 1169          Unf          0      1528        1528    GasA        Ex          Y
## 1170          Unf          0       889        1094    GasA        Ex          Y
## 1171          Unf          0       644        1850    GasA        Ex          Y
## 1172          Unf          0      1390        1390    GasA        Ex          Y
## 1173          Unf          0       523        1714    GasA        Ex          Y
## 1174          Unf          0       494        1910    GasA        Ex          Y
## 1176          Unf          0       945         945    GasA        TA          Y
## 1178          Unf          0       172         960    GasA        Ex          Y
## 1179          Unf          0       127         675    GasA        TA          Y
## 1180          Unf          0       348        1103    GasA        TA          Y
## 1181          LwQ        620       224         864    GasA        TA          Y
## 1182          Unf          0       536        1487    GasA        Ex          Y
## 1183          Unf          0       525         525    GasA        TA          Y
## 1184          Unf          0       363         765    GasA        Gd          Y
## 1185          Unf          0       212         494    GasA        Ex          Y
## 1186          Unf          0       207         483    GasA        TA          Y
## 1187          Unf          0       143         525    GasA        Gd          Y
## 1188          BLQ        156       186        1069    GasA        Gd          Y
## 1189          Rec        108       462         943    GasA        TA          Y
## 1190          BLQ        492       443        1055    GasA        TA          Y
## 1191          Unf          0       785         855    GasA        Gd          Y
## 1192          Unf          0       369        1738    GasA        Gd          Y
## 1193          Unf          0      1618        1618    GasA        Ex          Y
## 1194          Unf          0      1721        1721    GasA        Ex          Y
## 1195          Unf          0       363        1868    GasA        Ex          Y
## 1196          Unf          0      1090        1090    GasA        Ex          Y
## 1197          Unf          0       316        1606    GasA        Ex          Y
## 1198          Unf          0      1209        1209    GasA        Ex          Y
## 1199          Unf          0      1054        1054    GasA        Gd          Y
## 1200          Unf          0       644        1524    GasA        Ex          Y
## 1201          Unf          0       560        1792    GasA        Ex          Y
## 1202          Unf          0       397        1780    GasA        Ex          Y
## 1204          Unf          0      1088        1560    GasA        Ex          Y
## 1205          Unf          0       663        1686    GasA        Ex          Y
## 1206          Unf          0      1251        1666    GasA        Ex          Y
## 1207          Unf          0       728         728    GasA        Ex          Y
## 1208          Unf          0       738         738    GasA        Ex          Y
## 1209          Unf          0      1326        1326    GasA        Ex          Y
## 1210          Unf          0      1052        1052    GasA        Ex          Y
## 1211          Unf          0       738         738    GasA        Ex          Y
## 1212          Unf          0       767        1220    GasA        Ex          Y
## 1215          Unf          0      1126        1142    GasA        Ex          Y
## 1216          Unf          0       848         848    GasA        Ex          Y
## 1219          Unf          0       253        1044    GasA        Ex          Y
## 1220          Unf          0       655        1160    GasA        Ex          Y
## 1222          Unf          0       815        1342    GasA        Ex          Y
## 1223          GLQ       1393        48        1733    GasA        Ex          Y
## 1226          Unf          0      1100        1100    GasA        Ex          Y
## 1227          Unf          0       108        1670    GasA        Ex          Y
## 1228          Unf          0      1504        1504    GasA        Ex          Y
## 1229          Unf          0      1254        1278    GasA        Ex          Y
## 1230          Unf          0       200        2036    GasA        Ex          Y
## 1231          Unf          0       858         858    GasA        Ex          Y
## 1232          Unf          0      1118        1142    GasA        Ex          Y
## 1233          Unf          0      1400        1400    GasA        Ex          Y
## 1234          Unf          0      1131        1131    GasA        Ex          Y
## 1235          Unf          0       891         891    GasA        Ex          Y
## 1236          Unf          0       784         784    GasA        Ex          Y
## 1237          Unf          0       941         941    GasA        Ex          Y
## 1238          Unf          0        78         836    GasA        Ex          Y
## 1239          Unf          0       494        1398    GasA        Gd          Y
## 1240          Unf          0       939        1217    GasA        Gd          Y
## 1242          Unf          0       952         988    GasA        Ex          Y
## 1243         None          0         0           0    GasA        TA          Y
## 1246          Rec        270       450         882    GasA        TA          Y
## 1251          BLQ        497       228        1748    GasA        Gd          Y
## 1252          Unf          0       216        1334    GasA        Ex          Y
## 1253          Unf          0      1143        1143    GasA        Ex          Y
## 1254          Unf          0       600         600    GasA        Ex          Y
## 1257          Unf          0       569         569    GasA        Ex          Y
## 1258          Unf          0      1568        1568    GasA        Ex          Y
## 1259          Unf          0       191        1153    GasA        Ex          Y
## 1260          LwQ         68       713        1334    GasA        Gd          Y
## 1261          Unf          0       293        1051    GasA        Gd          Y
## 1262          Rec        483        56         900    GasA        Ex          Y
## 1263          Unf          0       216         976    GasA        TA          Y
## 1264          Unf          0        89         833    GasA        Gd          Y
## 1266          Rec        402       137        1141    GasA        Gd          Y
## 1267          BLQ        252        34        1187    GasA        Ex          Y
## 1269          Unf          0       360         720    GasA        Gd          Y
## 1270          Unf          0       616        1248    GasA        Ex          Y
## 1271          Unf          0       242         816    GasA        Ex          Y
## 1272          Unf          0       938         938    GasA        Ex          Y
## 1273          Unf          0       336        1251    GasA        TA          Y
## 1274          Unf          0      1404        1444    GasA        Ex          Y
## 1275          Unf          0        60        1056    GasA        Ex          Y
## 1276          Unf          0       704         704    GasA        Gd          Y
## 1277          Unf          0       450         936    GasA        TA          Y
## 1280          Unf          0      1008        1008    GasA        TA          Y
## 1281          Unf          0       556        1179    GasA        Gd          Y
## 1283          Rec        281        99        1058    GasA        Ex          Y
## 1284          Unf          0       210        1124    GasA        Ex          Y
## 1285          Unf          0       226        1050    GasA        Ex          Y
## 1286          Unf          0       350        1008    GasA        Ex          Y
## 1287          Unf          0       216         216    GasA        TA          Y
## 1288          Unf          0        30         301    GasA        Ex          Y
## 1289          Unf          0       517        1005    GasA        Ex          Y
## 1290          BLQ        912         0        1056    GasA        Gd          Y
## 1291          Unf          0       143         884    GasA        Ex          Y
## 1292          Unf          0       929         929    GasA        Ex          Y
## 1293          Unf          0       521        1015    GasA        Gd          Y
## 1294          Unf          0      1153        2171    GasA        TA          Y
## 1295          Unf          0       784         784    GasA        Ex          Y
## 1296          Unf          0       713         713    GasA        Ex          Y
## 1297          Unf          0       715         715    GasA        Fa          N
## 1298          Unf          0       448         448    GasA        Ex          Y
## 1299          Unf          0       325         663    GasA        Ex          Y
## 1300          Unf          0      1077        1077    GasA        TA          Y
## 1301          Unf          0       503        1083    GasA        TA          Y
## 1302          Unf          0       434        1135    GasA        Ex          Y
## 1303          Unf          0       400        1313    GasA        TA          Y
## 1304         None          0         0           0    GasA        Gd          Y
## 1306          Unf          0       455         910    GasA        Gd          Y
## 1307         None          0         0           0    Wall        Fa          N
## 1308          Unf          0      1556        1556    GasA        TA          Y
## 1309          Unf          0       369        1150    GasA        TA          Y
## 1310          Unf          0       236        1045    GasA        Gd          Y
## 1311          Unf          0       396         864    GasA        Gd          Y
## 1312          Unf          0        72        1025    GasA        TA          Y
## 1313          Unf          0       716         716    GasA        Ex          Y
## 1314          Unf          0       936        1212    GasA        Gd          Y
## 1315          Unf          0       863        1147    GasA        TA          N
## 1316          Unf          0       399         780    GasA        Ex          Y
## 1317          Unf          0       504         712    GasA        Gd          Y
## 1318          Unf          0       502         502    GasA        TA          N
## 1319          Unf          0       938         938    GasA        Gd          N
## 1320          Rec         72       817        1032    GasA        Gd          N
## 1321          Unf          0       844         844    GasA        TA          Y
## 1322          Unf          0       576         576    GasA        Ex          Y
## 1323          Unf          0       738         738    GasA        Gd          Y
## 1324          Unf          0       384         960    GasA        TA          Y
## 1325          Unf          0       816         816    GasA        Ex          Y
## 1326          Unf          0        76         492    GasA        TA          Y
## 1327          Unf          0       460         770    GasA        TA          Y
## 1328          Unf          0       798         798    GasA        Gd          Y
## 1329          Unf          0      1226        1226    GasA        Ex          Y
## 1330          Unf          0       624         624    GasA        Gd          N
## 1331          Unf          0       960         960    GasA        Ex          Y
## 1332          Unf          0      1020        1020    GasA        Fa          N
## 1333          Unf          0       848         848    GasW        TA          N
## 1334          Unf          0       381         728    GasA        Ex          Y
## 1335          Unf          0       741         741    GasA        Gd          Y
## 1336          Unf          0       816         816    GasA        TA          Y
## 1337          Unf          0      1595        1595    GasA        TA          Y
## 1338          Unf          0       596         596    GasA        Po          Y
## 1339          Unf          0       396         396    GasA        Gd          Y
## 1340          Unf          0       610         610    GasA        Ex          N
## 1341          Unf          0       641         984    GasA        TA          Y
## 1342          Unf          0       477         806    GasA        TA          Y
## 1343          Unf          0      1921        1921    GasA        TA          Y
## 1344         None          0         0           0    GasA        TA          Y
## 1345         None          0         0           0    GasA        TA          N
## 1346          Unf          0       830         830    GasA        Gd          Y
## 1347          LwQ        373       190        1073    GasA        Ex          Y
## 1349          Unf          0       456         912    GasA        TA          Y
## 1350          Unf          0       286        1059    GasA        Gd          Y
## 1354          Unf          0      1466        1949    GasA        TA          Y
## 1357          ALQ        850        46        1000    GasA        Ex          Y
## 1358          Rec        159        88         782    GasA        Ex          Y
## 1360          Unf          0       168         967    GasA        Ex          Y
## 1361          Unf          0       569         799    GasA        Ex          N
## 1362          Unf          0       672         672    GasA        Ex          Y
## 1363          Unf          0      1411        1836    GasA        Gd          Y
## 1364          Rec       1164         0        1776    GasA        Ex          Y
## 1365         None          0         0           0    GasA        Gd          Y
## 1366          Unf          0      1057        1057    GasA        Gd          Y
## 1367          Unf          0       532        1000    GasA        TA          Y
## 1368          Unf          0       319         868    GasA        Ex          Y
## 1369          GLQ       1083         0        1344    GasA        Gd          Y
## 1370          Unf          0      1308        1308    GasA        Ex          Y
## 1371          Unf          0       815        1208    GasA        Ex          Y
## 1372          Unf          0       260        1836    GasA        Gd          Y
## 1373          Unf          0       448        1570    GasA        Ex          Y
## 1374          Unf          0       945         945    GasA        Ex          Y
## 1375          Unf          0      1558        1614    GasA        Ex          Y
## 1376          Unf          0       784         784    GasA        Ex          Y
## 1377          Unf          0       535        1388    GasA        Gd          Y
## 1378          Unf          0      1100        1100    GasA        Ex          Y
## 1379          Unf          0       781         781    GasA        Ex          Y
## 1381          Unf          0       342         842    GasA        Ex          Y
## 1382          Unf          0        57         951    GasA        Ex          Y
## 1383          Unf          0       166         675    GasA        TA          Y
## 1384          LwQ        400         0         995    GasA        TA          Y
## 1385          Unf          0       427         864    GasA        Ex          Y
## 1387          Unf          0       201         840    GasA        Ex          Y
## 1389          Unf          0       872         872    GasA        Ex          Y
## 1390          Unf          0       170        1090    GasA        Ex          Y
## 1392          Unf          0       258        1054    GasA        Ex          Y
## 1393          Unf          0       245         930    GasA        Ex          Y
## 1394          Unf          0       131         848    GasA        Ex          Y
## 1395          Unf          0       390        1390    GasA        Ex          Y
## 1396          Unf          0       851         851    GasA        Ex          Y
## 1397          Unf          0       784         784    GasA        Ex          Y
## 1398          Unf          0       340        1336    GasA        Ex          Y
## 1399          BLQ        337       166         676    GasA        Gd          Y
## 1400          Unf          0         0         976    GasA        TA          Y
## 1401          Unf          0       329        1176    GasA        TA          Y
## 1402          Unf          0       796         796    GasA        Ex          Y
## 1403          ALQ        297       142         914    GasA        Ex          Y
## 1404          Unf          0      1150        1150    GasA        Ex          Y
## 1405          Unf          0         0         547    GasA        Gd          Y
## 1406          Unf          0       970         970    GasA        Ex          Y
## 1407          Unf          0       624         624    GasA        Ex          Y
## 1408          Unf          0       832         832    GasA        TA          Y
## 1409          Unf          0      1093        1093    GasA        TA          N
## 1410          Unf          0       263         954    GasA        Ex          Y
## 1411          Unf          0       864         864    GasA        TA          N
## 1412          Unf          0       498         498    GasA        TA          N
## 1413          Unf          0       616         616    GasA        TA          N
## 1414          Unf          0       128        1058    GasA        TA          Y
## 1415          Unf          0         0         780    GasA        TA          N
## 1416          Unf          0       200         624    GasA        Ex          Y
## 1417          Unf          0       450         755    GasA        Ex          Y
## 1418          Unf          0       818         818    GasA        TA          Y
## 1419          Unf          0       346         992    GasA        Fa          Y
## 1420          Unf          0       440         824    GasA        TA          N
## 1421          Unf          0       817         817    GasA        Gd          Y
## 1422          Unf          0       299         901    GasA        TA          Y
## 1423          Unf          0       496        1022    GasA        Ex          Y
## 1424          Unf          0       637         637    GasA        Ex          Y
## 1425          Unf          0       697         697    GasA        Ex          Y
## 1426          Unf          0       408        1168    GasA        Gd          Y
## 1427          Unf          0       671         976    GasA        TA          N
## 1428          Unf          0       487         861    GasA        Ex          Y
## 1429          Unf          0       432         432    GasA        TA          N
## 1430          Unf          0       641         641    GasA        Gd          Y
## 1431          Unf          0       967         967    GasA        Gd          Y
## 1432         None          0         0           0    GasA        TA          N
## 1433          Unf          0       660         660    GasA        TA          N
## 1434          Unf          0       216         216    GasA        Fa          N
## 1435          Unf          0         0        1573    GasA        Ex          Y
## 1436          Unf          0        30        1594    GasA        Ex          Y
## 1437          Unf          0       849        1625    GasA        TA          Y
## 1438          Unf          0      1664        1664    GasA        TA          Y
## 1439          Unf          0      1491        1491    GasA        Ex          Y
## 1440          Unf          0       552        1128    GasA        TA          Y
## 1443          Unf          0       378        1728    GasA        Ex          Y
## 1444          Unf          0       383        1838    GasA        Ex          Y
## 1445         None          0         0           0    GasA        TA          Y
## 1446          Unf          0        45        1288    GasA        Gd          Y
## 1447          Unf          0       264         264    GasA        TA          Y
## 1448          Unf          0       423         864    GasA        Ex          Y
## 1450          Unf          0       108         630    GasA        TA          Y
## 1451          Unf          0       294         546    GasA        TA          Y
## 1452          BLQ        344       641        1104    GasA        Fa          Y
## 1453          Unf          0       138         546    GasA        TA          Y
## 1454          Unf          0       546         546    GasA        TA          Y
## 1455          Unf          0       546         546    GasA        Gd          Y
## 1456          Unf          0       294         546    GasA        TA          Y
## 1457          Unf          0         0        1224    GasA        Ex          Y
## 1458          Unf          0       575         912    GasA        TA          Y
## 1459          Unf          0       238         996    GasA        Ex          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1         SBrkr       896         0            0       896            0
## 2         SBrkr      1329         0            0      1329            0
## 3         SBrkr       928       701            0      1629            0
## 4         SBrkr       926       678            0      1604            0
## 5         SBrkr      1280         0            0      1280            0
## 6         SBrkr       763       892            0      1655            0
## 8         SBrkr       789       676            0      1465            0
## 9         SBrkr      1341         0            0      1341            1
## 10        SBrkr       882         0            0       882            1
## 11        SBrkr      1337         0            0      1337            1
## 12        SBrkr       483       504            0       987            0
## 13        SBrkr       525       567            0      1092            0
## 14        SBrkr       855       601            0      1456            0
## 15        SBrkr       836         0            0       836            0
## 16        SBrkr      1627       707            0      2334            0
## 17        SBrkr      1544         0            0      1544            0
## 18        SBrkr      1698         0            0      1698            0
## 19        SBrkr      1822         0            0      1822            0
## 20        SBrkr      2696         0            0      2696            1
## 21        SBrkr      1687       563            0      2250            1
## 22        SBrkr      1370         0            0      1370            0
## 23        SBrkr      1324         0            0      1324            0
## 24        SBrkr      1145         0            0      1145            0
## 25        SBrkr       744       630            0      1374            1
## 26        SBrkr       847       886            0      1733            0
## 27        SBrkr      1645       830            0      2475            0
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## 29        SBrkr      1218         0            0      1218            0
## 30        SBrkr      1468         0            0      1468            1
## 31        SBrkr       831       828            0      1659            0
## 32        FuseA      1012         0            0      1012            0
## 33        SBrkr      1494         0            0      1494            1
## 34        SBrkr      1251      1098            0      2349            1
## 35        SBrkr      1402       823            0      2225            1
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## 38        SBrkr       600       600            0      1200            0
## 39        SBrkr       600       600            0      1200            1
## 40        SBrkr       600       636            0      1236            1
## 43        SBrkr      1418         0            0      1418            1
## 44        SBrkr       975       873            0      1848            1
## 45        SBrkr      1492         0            0      1492            1
## 47        SBrkr      1280      1215            0      2495            1
## 49        SBrkr       930       715            0      1645            0
## 50        SBrkr      1232         0            0      1232            1
## 51        SBrkr      1209         0            0      1209            1
## 52        SBrkr      1510         0            0      1510            1
## 54        SBrkr      1728         0            0      1728            2
## 55        SBrkr      1929       532            0      2461            0
## 56        SBrkr      1019       537            0      1556            0
## 57        SBrkr      1128         0            0      1128            1
## 58        SBrkr      1604         0            0      1604            0
## 59        SBrkr      1480         0            0      1480            1
## 61        SBrkr      1206         0            0      1206            0
## 62        SBrkr      1580         0            0      1580            1
## 63        FuseA       832       505            0      1337            0
## 64        SBrkr      1064         0            0      1064            0
## 65        SBrkr       972         0            0       972            0
## 66        SBrkr       988         0            0       988            1
## 67        SBrkr       985         0            0       985            0
## 68        SBrkr       816       408            0      1224            1
## 69        SBrkr      1175         0            0      1175            0
## 70        SBrkr      1395         0            0      1395            1
## 71        SBrkr      1157       687            0      1844            1
## 72        SBrkr       936         0            0       936            1
## 73        SBrkr      1347         0            0      1347            1
## 74        SBrkr       827       424            0      1251            0
## 75        SBrkr      1027       606            0      1633            0
## 77        SBrkr       832         0            0       832            0
## 78        SBrkr       930       636            0      1566            0
## 79        SBrkr      1157      1111            0      2268            0
## 80        FuseF      1128      1128            0      2256            0
## 81        SBrkr       868       602            0      1470            0
## 82        SBrkr      1030       582            0      1612            0
## 84        FuseF       765         0            0       765            1
## 85        SBrkr       608       524            0      1132            1
## 86        FuseA       848       348            0      1196            0
## 87        FuseA       955       498            0      1453            0
## 88        SBrkr       780       636            0      1416            0
## 89        SBrkr       548       492            0      1040            0
## 90        FuseF       928       608            0      1536            0
## 91        SBrkr      1068         0            0      1068            1
## 92        SBrkr       888      1074            0      1962            0
## 93        SBrkr       780       780            0      1560            0
## 94        SBrkr       662       662            0      1324            0
## 95        SBrkr      1675         0            0      1675            0
## 96        SBrkr       725       499            0      1224            0
## 97        SBrkr      1212       180            0      1392            1
## 98        SBrkr       600       319            0       919            0
## 100       SBrkr       936       744            0      1680            1
## 101       SBrkr      1832         0            0      1832            2
## 102       SBrkr       892         0            0       892            1
## 103       SBrkr       864         0            0       864            1
## 105       SBrkr       720       720            0      1440            0
## 107       SBrkr       756         0            0       756            0
## 109       FuseA      1052       558            0      1610            0
## 110       SBrkr      1074         0            0      1074            1
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##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 1               0        1        0            2            1          TA
## 2               0        1        1            3            1          Gd
## 3               0        2        1            3            1          TA
## 4               0        2        1            3            1          Gd
## 5               0        2        0            2            1          Gd
## 6               0        2        1            3            1          TA
## 8               0        2        1            3            1          TA
## 9               0        1        1            2            1          Gd
## 10              0        1        0            2            1          TA
## 11              0        2        0            2            1          Gd
## 12              0        1        1            2            1          TA
## 13              0        1        1            3            1          TA
## 14              0        2        1            3            1          Gd
## 15              0        1        0            2            1          TA
## 16              0        2        1            3            1          Ex
## 17              0        2        0            3            1          Gd
## 18              0        2        0            3            1          Ex
## 19              0        2        0            3            1          Ex
## 20              0        2        1            3            1          Ex
## 21              0        2        1            3            1          Gd
## 22              0        2        0            2            1          Gd
## 23              0        2        0            3            1          Gd
## 24              0        2        0            2            1          Gd
## 25              0        2        1            3            1          Gd
## 26              0        2        1            3            1          Gd
## 27              0        2        1            4            1          Gd
## 28              0        2        0            2            1          Gd
## 29              0        2        0            2            1          Gd
## 30              0        2        0            2            1          Gd
## 31              0        2        1            3            1          Gd
## 32              0        1        0            2            1          TA
## 33              0        2        0            3            1          TA
## 34              0        2        1            4            1          Gd
## 35              0        2        1            4            1          Gd
## 36              0        2        0            2            1          Gd
## 37              0        2        1            2            1          Gd
## 38              0        2        1            2            1          Gd
## 39              0        2        1            2            1          Gd
## 40              0        2        1            2            1          Gd
## 43              0        1        1            1            1          Gd
## 44              0        2        1            3            1          Gd
## 45              0        2        0            3            1          Gd
## 47              0        2        1            4            1          Gd
## 49              0        1        2            4            1          TA
## 50              0        1        1            3            1          TA
## 51              0        1        0            3            1          TA
## 52              0        2        0            3            1          Gd
## 54              0        2        0            6            2          TA
## 55              0        2        0            3            1          TA
## 56              0        2        0            3            1          TA
## 57              0        1        0            2            1          Gd
## 58              0        2        0            4            2          TA
## 59              0        2        0            3            1          Gd
## 61              0        1        0            3            1          TA
## 62              0        1        1            3            1          TA
## 63              0        1        0            3            1          TA
## 64              1        1        0            2            1          Fa
## 65              0        1        0            3            1          TA
## 66              0        1        0            2            1          TA
## 67              1        1        0            2            1          TA
## 68              0        1        0            3            1          TA
## 69              0        1        1            3            1          TA
## 70              0        1        0            2            1          TA
## 71              0        1        0            3            1          TA
## 72              0        1        0            2            1          TA
## 73              1        1        0            3            1          Gd
## 74              0        1        0            3            1          Fa
## 75              0        1        0            3            1          Gd
## 77              0        1        0            2            1          TA
## 78              0        2        0            3            1          Gd
## 79              0        3        0            3            1          Gd
## 80              0        2        0            4            2          Fa
## 81              0        1        1            2            1          TA
## 82              0        1        1            3            1          TA
## 84              0        1        0            2            1          Gd
## 85              0        1        0            2            1          TA
## 86              1        1        1            3            1          TA
## 87              0        1        1            3            1          Gd
## 88              0        1        1            3            1          TA
## 89              0        1        0            2            1          TA
## 90              0        2        0            4            1          TA
## 91              0        1        0            2            1          TA
## 92              0        1        1            4            1          TA
## 93              0        1        1            3            1          Gd
## 94              1        1        0            3            1          TA
## 95              0        2        0            3            1          TA
## 96              0        1        1            3            1          TA
## 97              0        1        0            3            1          TA
## 98              0        1        0            3            1          TA
## 100             0        2        0            2            2          TA
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## 1263            0        1        0            2            1          Gd
## 1264            0        1        0            3            1          TA
## 1266            0        1        0            3            1          TA
## 1267            0        2        0            3            1          Gd
## 1269            0        1        1            4            1          TA
## 1270            0        1        0            3            1          TA
## 1271            0        1        0            2            1          TA
## 1272            0        1        0            2            1          TA
## 1273            0        1        0            3            1          TA
## 1274            0        1        0            2            1          TA
## 1275            0        1        0            3            1          TA
## 1276            0        1        1            3            1          TA
## 1277            0        1        0            2            1          TA
## 1280            0        1        0            2            1          TA
## 1281            0        1        1            3            1          TA
## 1283            0        1        0            3            1          TA
## 1284            0        1        0            3            1          TA
## 1285            0        1        0            3            1          Gd
## 1286            0        1        0            2            1          TA
## 1287            0        1        1            2            1          Gd
## 1288            0        1        0            3            1          TA
## 1289            0        1        0            2            1          TA
## 1290            0        1        1            3            1          TA
## 1291            0        1        0            2            1          TA
## 1292            0        1        1            3            1          TA
## 1293            0        1        0            2            1          TA
## 1294            0        2        1            5            1          TA
## 1295            0        1        1            3            1          TA
## 1296            0        1        0            2            1          Gd
## 1297            0        1        0            2            1          TA
## 1298            0        1        0            1            1          Fa
## 1299            0        2        0            3            1          TA
## 1300            0        1        1            4            1          TA
## 1301            1        1        0            3            1          TA
## 1302            0        1        1            3            1          TA
## 1303            0        2        0            3            1          TA
## 1304            0        2        0            2            1          Gd
## 1306            0        1        1            3            1          Gd
## 1307            0        2        0            2            2          TA
## 1308            0        2        0            4            2          TA
## 1309            0        1        0            3            1          TA
## 1310            0        1        0            3            1          TA
## 1311            1        1        0            3            1          TA
## 1312            0        1        0            3            1          TA
## 1313            0        2        0            5            1          TA
## 1314            0        1        0            3            1          TA
## 1315            0        1        0            4            1          Fa
## 1316            1        1        0            3            1          Gd
## 1317            0        1        0            4            1          TA
## 1318            0        1        0            2            1          Gd
## 1319            0        2        0            4            2          Fa
## 1320            0        1        0            2            1          TA
## 1321            0        1        0            2            1          TA
## 1322            0        1        0            2            1          TA
## 1323            0        1        0            2            1          TA
## 1324            0        1        0            3            1          TA
## 1325            0        1        1            5            1          Gd
## 1326            0        1        0            1            1          TA
## 1327            0        1        1            3            1          TA
## 1328            0        1        0            2            1          Fa
## 1329            0        2        0            5            1          TA
## 1330            0        2        0            2            2          TA
## 1331            0        1        0            3            1          TA
## 1332            0        1        0            2            1          Fa
## 1333            0        1        0            2            1          TA
## 1334            0        1        0            3            1          TA
## 1335            0        1        0            3            1          Gd
## 1336            0        1        0            2            1          TA
## 1337            0        2        0            5            1          TA
## 1338            0        2        0            3            1          Fa
## 1339            0        1        0            3            1          TA
## 1340            0        1        0            2            1          Gd
## 1341            0        1        0            3            1          TA
## 1342            0        1        0            3            1          TA
## 1343            0        2        0            4            2          TA
## 1344            0        1        0            3            1          TA
## 1345            0        1        0            2            1          TA
## 1346            0        1        0            2            1          TA
## 1347            0        2        0            2            1          TA
## 1349            1        1        0            2            1          TA
## 1350            0        1        0            3            1          TA
## 1354            0        2        0            6            2          TA
## 1357            0        1        0            1            1          TA
## 1358            0        1        0            2            1          TA
## 1360            0        1        1            3            1          TA
## 1361            0        1        0            3            1          TA
## 1362            0        2        0            4            1          TA
## 1363            0        3        1            5            1          Gd
## 1364            1        2        0            3            1          TA
## 1365            0        1        0            3            1          TA
## 1366            1        1        0            3            1          Gd
## 1367            0        1        1            5            1          TA
## 1368            0        2        1            4            1          Ex
## 1369            0        2        0            2            2          Gd
## 1370            0        2        1            3            1          Gd
## 1371            0        2        0            2            1          Gd
## 1372            0        2        0            3            1          Gd
## 1373            0        2        1            2            1          Ex
## 1374            0        2        1            3            1          Gd
## 1375            0        2        0            3            1          Gd
## 1376            0        2        1            3            1          Gd
## 1377            0        2        0            3            1          TA
## 1378            0        1        1            3            1          TA
## 1379            0        2        1            3            1          Gd
## 1381            0        2        1            3            1          Gd
## 1382            0        2        1            3            1          Gd
## 1383            0        1        1            3            1          TA
## 1384            1        2        0            3            1          TA
## 1385            0        1        0            3            1          TA
## 1387            0        2        1            3            1          TA
## 1389            0        2        1            4            1          Gd
## 1390            0        2        1            3            1          Gd
## 1392            1        2        1            3            1          Gd
## 1393            0        2        1            4            1          Gd
## 1394            0        1        0            1            1          Gd
## 1395            0        2        0            3            1          Gd
## 1396            0        2        1            3            1          Gd
## 1397            0        2        1            3            1          Gd
## 1398            0        2        0            3            1          Gd
## 1399            0        2        0            3            1          TA
## 1400            2        2        0            4            0          TA
## 1401            0        1        0            2            1          TA
## 1402            0        2        1            3            1          Gd
## 1403            0        1        0            2            1          Gd
## 1404            0        2        1            3            1          Gd
## 1405            0        1        0            2            1          TA
## 1406            0        2        0            3            1          Gd
## 1407            0        1        0            3            1          TA
## 1408            0        2        0            3            1          TA
## 1409            0        1        1            4            1          TA
## 1410            1        2        0            3            1          TA
## 1411            0        1        0            3            1          TA
## 1412            0        1        0            1            1          TA
## 1413            0        1        0            3            1          Gd
## 1414            0        2        0            3            1          Fa
## 1415            0        1        0            3            1          TA
## 1416            0        1        0            3            1          Gd
## 1417            0        1        0            3            1          TA
## 1418            0        1        1            4            1          Gd
## 1419            0        2        0            3            1          TA
## 1420            0        1        0            4            1          TA
## 1421            0        1        1            3            1          TA
## 1422            0        1        1            2            1          TA
## 1423            0        2        0            4            1          TA
## 1424            0        1        1            3            1          Gd
## 1425            0        1        1            3            1          TA
## 1426            0        2        0            4            1          TA
## 1427            0        1        0            2            1          TA
## 1428            1        1        0            3            1          TA
## 1429            0        1        0            2            1          TA
## 1430            0        1        0            2            1          Fa
## 1431            0        2        0            4            1          Gd
## 1432            0        1        0            2            1          TA
## 1433            0        2        0            4            2          TA
## 1434            0        1        0            2            1          TA
## 1435            0        2        0            2            1          Ex
## 1436            1        2        0            2            1          Gd
## 1437            1        2        0            3            1          Fa
## 1438            0        2        0            4            2          TA
## 1439            0        2        0            3            1          Gd
## 1440            0        2        0            3            1          TA
## 1443            0        2        0            3            1          Gd
## 1444            0        2        0            3            1          Ex
## 1445            0        1        1            3            1          TA
## 1446            0        2        0            2            2          TA
## 1447            0        1        1            3            1          TA
## 1448            0        1        0            3            1          TA
## 1450            0        1        0            1            1          TA
## 1451            0        1        1            3            1          TA
## 1452            0        1        0            3            1          TA
## 1453            0        1        1            3            1          TA
## 1454            0        1        1            3            1          TA
## 1455            0        1        1            3            1          TA
## 1456            0        1        1            3            1          TA
## 1457            0        1        0            4            1          TA
## 1458            1        1        0            3            1          TA
## 1459            0        2        1            3            1          TA
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1               5        Typ          0        None     Attchd        1961
## 2               6        Typ          0        None     Attchd        1958
## 3               6        Typ          1          TA     Attchd        1997
## 4               7        Typ          1          Gd     Attchd        1998
## 5               5        Typ          0        None     Attchd        1992
## 6               7        Typ          1          TA     Attchd        1993
## 8               7        Typ          1          Gd     Attchd        1998
## 9               5        Typ          1          Po     Attchd        1990
## 10              4        Typ          0        None     Attchd        1970
## 11              5        Typ          1          Fa     Attchd        1999
## 12              5        Typ          0        None     Detchd        1971
## 13              6        Typ          0        None     Detchd        1997
## 14              6        Typ          1          TA     Attchd        1975
## 15              4        Typ          0        None     Attchd        1975
## 16             10        Typ          1          Gd     Attchd        2009
## 17              7        Typ          0        None     Attchd        2009
## 18              7        Typ          1          Gd     Attchd        2005
## 19              8        Typ          1          Gd     Attchd        2005
## 20             10        Typ          2          Gd     Attchd        2003
## 21              7        Typ          1          Ex     Attchd        2002
## 22              6        Typ          1          Gd     Attchd        2006
## 23              6        Typ          0        None     Attchd        2005
## 24              6        Typ          0        None     Attchd        2006
## 25              7        Typ          1          Gd    BuiltIn        2004
## 26              7        Typ          1          Gd    BuiltIn        2004
## 27              7        Typ          1          TA     Attchd        1998
## 28              6        Typ          1          Gd     Attchd        2005
## 29              4        Typ          0        None     Attchd        2009
## 30              6        Typ          1          Gd     Attchd        2005
## 31              8        Typ          0        None     Attchd        2004
## 32              5        Typ          0        None     Detchd        1920
## 33              7        Typ          2          Fa     Attchd        1974
## 34              9        Typ          1          TA     Attchd        1993
## 35              7        Typ          1          TA     Attchd        1992
## 36              6        Typ          1          Gd     Attchd        2004
## 37              3        Typ          0        None     Attchd        2004
## 38              4        Typ          0        None     Detchd        2004
## 39              4        Typ          0        None     Detchd        2004
## 40              4        Typ          0        None     Detchd        2005
## 43              6        Typ          1          Gd     Attchd        2010
## 44              7        Typ          1          TA     Attchd        2000
## 45              6        Typ          1          Gd     Attchd        2002
## 47              9        Typ          1          TA     Attchd        1993
## 49              7        Typ          0        None     Attchd        1971
## 50              6        Typ          0        None     Attchd        1966
## 51              6        Typ          0        None     Attchd        1966
## 52              6        Typ          0        None     Attchd        1967
## 54             10        Typ          0        None       None           0
## 55              7       Min2          2          Gd     Detchd        1994
## 56              6        Typ          1          Gd     Attchd        1949
## 57              5        Typ          1          Gd     Attchd        1966
## 58              8        Typ          0        None     Attchd        1958
## 59              7        Typ          0        None     Attchd        2003
## 61              6        Typ          0        None     Attchd        1959
## 62              6        Typ          2          Gd     Attchd        1956
## 63              5        Typ          0        None     Attchd        1956
## 64              4        Typ          0        None     Detchd        1952
## 65              5        Typ          0        None     Attchd        1955
## 66              5        Typ          0        None     Attchd        1958
## 67              4        Typ          0        None     Detchd        1989
## 68              5        Typ          0        None     Detchd        1950
## 69              6        Typ          0        None     Detchd        1960
## 70              7       Min1          1          TA     Attchd        1963
## 71              9       Min2          2          Gd    Basment        1900
## 72              5        Typ          1          Gd       None           0
## 73              6        Typ          0        None     Detchd        1957
## 74              6        Typ          0        None     Detchd        1938
## 75              7        Typ          1          Gd     Detchd        1948
## 77              5        Typ          1          Gd     Detchd        1928
## 78              7        Typ          0        None     Detchd        1930
## 79              7        Typ          0        None     Detchd        2003
## 80             12        Typ          0        None       None           0
## 81              6       Min1          0        None     Detchd        1970
## 82              7        Typ          0        None     Detchd        1950
## 84              4        Typ          0        None     Detchd        1926
## 85              5        Typ          0        None     Detchd        1939
## 86              6        Typ          2          Gd     Detchd        1973
## 87              7       Min2          2          Fa     Detchd        1942
## 88              6        Typ          0        None     Detchd        1948
## 89              5        Typ          0        None     Detchd        1979
## 90              7        Typ          1          Gd     Detchd        1930
## 91              5        Typ          1          Gd     Detchd        1923
## 92              9        Typ          1          TA     Detchd        1915
## 93              7        Typ          0        None       None           0
## 94              6        Typ          0        None     Detchd        1920
## 95              8        Typ          2          Gd     Attchd        1959
## 96              6        Mod          0        None     Detchd        1917
## 97              6        Typ          0        None       None           0
## 98              5        Typ          0        None     Detchd        1940
## 100             7        Typ          1          Gd     Detchd        1910
## 101             8        Typ          0        None       None           0
## 102             5        Typ          0        None     Detchd        1966
## 103             4        Typ          0        None     Detchd        1969
## 105             7        Typ          2          TA     Attchd        1968
## 107             4        Typ          0        None     Detchd        1945
## 109             8        Typ          1          Gd     Attchd        1938
## 110             6        Typ          1          TA     Attchd        1987
## 111             8        Typ          1          TA     Detchd        1947
## 112             5        Typ          0        None     Attchd        1954
## 113             5        Typ          2          TA     Attchd        2009
## 115             4        Typ          2          TA     Attchd        1987
## 116             8        Typ          1          Gd     2Types        2000
## 117             6        Typ          0        None     Attchd        2009
## 118             6        Typ          0        None     Detchd        1957
## 119             4        Typ          0        None     Attchd        1998
## 121             5        Typ          0        None     Attchd        1977
## 122             5        Typ          0        None     Detchd        1977
## 123             8        Typ          1          Gd     Attchd        2003
## 124             9        Typ          1          TA     Attchd        1997
## 126             5       Min1          0        None     Detchd        1945
## 127             6        Typ          0        None     Detchd        1954
## 128             6        Typ          0        None     Attchd        1968
## 129             5        Typ          0        None     Detchd        1956
## 130             5        Typ          1          Fa     Detchd        1975
## 131             5        Typ          0        None       None           0
## 132             5        Typ          1          Gd     Detchd        1979
## 134            10       Min2          0        None       None           0
## 135             7        Typ          1          Gd       None           0
## 136             8        Typ          2          TA     Attchd        1941
## 137            11        Typ          0        None     Detchd        1950
## 138             6        Typ          0        None    BuiltIn        1994
## 139             4        Typ          1          TA     Attchd        1989
## 140             5        Typ          1          TA     Attchd        1989
## 141             4        Typ          0        None     Detchd        1951
## 142             5        Typ          0        None     Detchd        1950
## 143             5        Typ          0        None     Detchd        1896
## 144             5        Typ          1          Gd     Attchd        2004
## 145             8        Typ          1          TA     Attchd        1998
## 146             6        Typ          1          Fa     Attchd        1977
## 148             6        Typ          1          TA     Attchd        2008
## 149             6        Typ          0        None     Attchd        2010
## 150             7        Typ          0        None    BuiltIn        2007
## 151             7        Typ          1          TA     Attchd        1965
## 152             7        Typ          0        None     Attchd        2004
## 154             5        Typ          1          Po     Attchd        1973
## 155             5        Typ          0        None       None           0
## 156             5        Typ          0        None       None           0
## 157             5        Typ          0        None     Attchd        1972
## 158             5        Typ          0        None     Detchd        1971
## 159             5        Typ          0        None     Attchd        1984
## 160            10        Typ          0        None     Attchd        1985
## 161             6        Typ          0        None     Detchd        1993
## 162             8        Typ          0        None     Attchd        1969
## 163             6        Typ          2          TA     Attchd        1994
## 164             7        Typ          1          Fa     Attchd        1993
## 165             5        Typ          0        None     Attchd        1956
## 166             7        Typ          1          Gd     Attchd        1974
## 167             7        Typ          1          TA     Attchd        1997
## 169             7        Typ          1          TA    BuiltIn        1996
## 170             8        Typ          1          Gd     Attchd        2004
## 171             5        Typ          0        None     Attchd        1998
## 172             6        Typ          0        None     Attchd        1995
## 173             7        Typ          1          TA    BuiltIn        1998
## 174             7        Typ          1          TA     Attchd        1998
## 176             6        Typ          1          TA     Attchd        1993
## 177             6        Typ          1          TA     Attchd        1977
## 179             7        Typ          1          TA     Attchd        1978
## 181             7        Typ          1          TA     Attchd        1978
## 182             7        Typ          1          Ex     Attchd        2003
## 186             6        Typ          1          TA     Attchd        1974
## 187             5        Typ          1          TA     Attchd        1975
## 190             5        Typ          0        None     Detchd        2001
## 191             5        Typ          0        None     Detchd        1986
## 192             5        Typ          0        None     Detchd        1973
## 193             5        Typ          0        None     Detchd        1972
## 194             7        Typ          1          TA     Detchd        1976
## 195             4        Typ          1          Fa     Attchd        1975
## 196             6        Typ          1          TA     Attchd        1977
## 197             7        Typ          1          TA     Detchd        1978
## 198             6        Typ          1          TA     Attchd        1978
## 199             5        Typ          0        None     Attchd        1976
## 201            10        Typ          3          Gd    BuiltIn        2007
## 202             8        Typ          1          Gd     Attchd        2009
## 203             7        Typ          1          Gd     Attchd        2008
## 204             8        Typ          2          Gd     Attchd        2007
## 205             7        Typ          1          Gd     Attchd        2008
## 206             7        Typ          2          Gd     Attchd        2004
## 207            10        Typ          1          Gd    BuiltIn        2007
## 208             8        Typ          1          Gd     Attchd        2008
## 209             6        Typ          1          Gd     Attchd        2006
## 210             7        Typ          1          Gd     Attchd        2008
## 211             8        Typ          1          Gd     Attchd        2003
## 212            10        Typ          1          Gd     Attchd        2003
## 213            10        Typ          1          Gd    BuiltIn        2003
## 214             6        Typ          1          Gd     Attchd        2006
## 215             6        Typ          1          Gd     Attchd        2005
## 216             5        Typ          1          Gd     Attchd        2005
## 217             6        Typ          1          Gd     Attchd        2008
## 218             8        Typ          1          Ex     Attchd        2004
## 219             8        Typ          1          Gd     Attchd        2003
## 220             6        Typ          1          Gd     Attchd        2008
## 221             6        Typ          1          Gd     Attchd        2008
## 222             8        Typ          1          Gd     Attchd        2002
## 223             6        Typ          1          TA     Attchd        2003
## 224             8        Typ          1          Gd     Attchd        2005
## 225             7        Typ          1          Gd     Attchd        2005
## 226             5        Typ          1          Gd     Attchd        2005
## 227             6        Typ          1          Gd    BuiltIn        2004
## 228             7        Typ          1          Gd    BuiltIn        2004
## 229             7        Typ          1          Gd     Attchd        2004
## 233             7        Typ          0        None    BuiltIn        2004
## 234             7        Typ          1          TA     Attchd        2000
## 235             7        Typ          1          TA    BuiltIn        1999
## 237             7        Typ          1          TA    BuiltIn        1999
## 238            10        Typ          2          TA    BuiltIn        2000
## 240             7        Typ          1          TA     Attchd        1995
## 242             7        Typ          0        None     Attchd        2008
## 243             7        Typ          1          Gd     Attchd        2008
## 244             7        Typ          1          Gd     Attchd        2007
## 245             7        Typ          1          Gd     Attchd        2006
## 246             9        Typ          2          Gd     Attchd        2005
## 247             6        Typ          0        None     Attchd        2008
## 248             7        Typ          0        None     Attchd        2008
## 249             7        Typ          1          Gd     Attchd        2008
## 250             6        Typ          1          Gd     Attchd        2006
## 251             8        Typ          1          Gd     Attchd        2006
## 252             8        Typ          1          Gd     Attchd        2009
## 253             8        Typ          1          Gd     Attchd        2006
## 254             6        Typ          0        None     Attchd        2003
## 255             6        Typ          0        None     Attchd        2003
## 256             6        Typ          0        None     Detchd        2007
## 257             6        Typ          0        None     Detchd        2006
## 258             5        Typ          0        None       None           0
## 259             8        Typ          0        None    BuiltIn        2004
## 260             6        Typ          0        None     Attchd        2004
## 261             6        Typ          0        None     Detchd        2005
## 262             6        Typ          0        None       None           0
## 263             6        Typ          0        None     Detchd        2004
## 264             6        Typ          0        None     Attchd        2008
## 265             8        Typ          1          TA     Attchd        1997
## 266             6        Typ          0        None     Attchd        1992
## 267             5        Typ          0        None     Attchd        1990
## 268             6        Typ          0        None     Attchd        1994
## 270             8        Typ          2          TA     Attchd        1981
## 271             5        Typ          0        None     Detchd        1969
## 276             6        Typ          0        None     Attchd        1962
## 279             9        Mod          1          TA    BuiltIn        2004
## 282             4        Typ          0        None     Detchd        2000
## 283             6        Typ          0        None     Detchd        1999
## 285             7        Typ          0        None     Attchd        1981
## 286             5        Typ          1          Gd     Attchd        1976
## 288             8        Typ          1          TA     Attchd        1967
## 289             6        Typ          1          Fa     Attchd        1969
## 290             5        Typ          0        None     Attchd        1969
## 292             5        Typ          0        None     Attchd        1967
## 293             7        Typ          0        None     Attchd        1967
## 294             8        Typ          1          TA     Attchd        1974
## 296             5        Typ          1          Po     Detchd        1988
## 297             5        Typ          0        None     Detchd        1960
## 300             6        Typ          1          TA     Attchd        1961
## 301             6        Typ          2          Gd     Detchd        1964
## 303             7        Typ          1          Po    BuiltIn        1961
## 304             5        Typ          0        None     Attchd        1955
## 305             5        Typ          0        None     Attchd        1967
## 306             6        Typ          1          TA     Attchd        1961
## 307             5        Typ          2          Gd     Attchd        1966
## 308             6        Typ          0        None     Attchd        1956
## 310             6        Typ          0        None     Attchd        1959
## 311             6        Typ          0        None     Attchd        1956
## 312             6        Typ          0        None     Attchd        1955
## 313             6        Typ          2          Gd     Attchd        1956
## 314             8        Typ          0        None     Detchd        1958
## 315             6        Typ          0        None     Attchd        1954
## 316             5        Typ          0        None    Basment        1951
## 317             4        Typ          0        None     Detchd        1945
## 318             5        Typ          0        None     Attchd        1952
## 319             7        Typ          0        None     Attchd        1953
## 320             6        Typ          1          Gd     Attchd        1948
## 321             6        Typ          0        None     Attchd        1950
## 322             4        Typ          0        None     Attchd        1958
## 323             7        Typ          0        None     Detchd        1939
## 324             6        Typ          0        None     Detchd        1940
## 325             6        Typ          0        None     Detchd        1987
## 326             8       Min2          1          TA     Detchd        1954
## 327             5        Typ          0        None     Detchd        2008
## 328             4        Typ          0        None       None           0
## 329             4        Typ          0        None     Detchd        1980
## 330             4        Typ          0        None     Detchd        1959
## 331            12        Typ          0        None     Attchd        1969
## 332             6        Typ          0        None     Attchd        1963
## 333             6       Min1          1          Po     Attchd        1967
## 334             6        Typ          0        None     Detchd        1985
## 335             5        Typ          0        None     Detchd        1957
## 336             5        Typ          1          Gd    Basment        1958
## 337             5        Typ          0        None     Detchd        1989
## 338             6        Typ          0        None     Attchd        1958
## 339             4        Typ          0        None     Detchd        1952
## 340             6        Typ          0        None     Attchd        1959
## 341             6        Typ          0        None     Detchd        1949
## 342             6        Typ          0        None     Detchd        1994
## 343             8        Typ          0        None     Attchd        1964
## 344             4        Typ          0        None     Attchd        1978
## 345             6        Typ          1          Fa     Attchd        1963
## 346             6        Typ          0        None     Detchd        1920
## 347            12        Typ          0        None     Detchd        1920
## 348             6        Typ          0        None     Detchd        1959
## 349             7        Typ          0        None       None           0
## 350             7        Typ          1          Gd     Detchd        1939
## 351             8        Typ          0        None       None           0
## 352             6        Typ          0        None       None           0
## 353             6        Typ          0        None     Detchd        1950
## 354             5        Typ          0        None     Detchd        1920
## 355             4        Typ          0        None     Detchd        1965
## 356             5        Typ          0        None     Detchd        1963
## 357             7        Typ          0        None     Detchd        1974
## 358             8        Typ          0        None     Detchd        1930
## 359             5        Typ          1          Gd     Attchd        1917
## 361             6        Typ          0        None     Detchd        1920
## 362             8        Typ          0        None     Detchd        1950
## 363             5        Typ          0        None       None           0
## 365             7        Typ          1          Gd     Detchd        1955
## 366             6        Typ          0        None     Attchd        1924
## 367             5        Typ          0        None     Detchd        1926
## 368             6        Typ          1          Gd     Detchd        1938
## 369             5        Typ          0        None     Detchd        1982
## 370             8        Typ          0        None     Detchd        1930
## 371             8       Min2          0        None     Detchd        1915
## 372            11        Sev          0        None       None           0
## 373             8        Typ          0        None     Attchd        1927
## 375             9        Typ          0        None       None           0
## 376             4        Typ          0        None     Detchd        1927
## 377             5       Min2          0        None       None           0
## 378             7        Typ          0        None     Detchd        1915
## 379             4        Typ          0        None    CarPort        1946
## 380             5        Typ          0        None       None           0
## 382             6        Typ          0        None     Detchd        1934
## 383             6        Typ          1          Po     Attchd        1984
## 385             8        Typ          1          TA     Attchd        1961
## 386             6        Typ          1          TA     Attchd        1960
## 390             5        Typ          0        None     Attchd        1956
## 391             6        Typ          1          Gd     Detchd        1946
## 392             5        Typ          1          Gd     Detchd        1954
## 393             5        Typ          0        None     Attchd        1984
## 394             4        Typ          0        None     Attchd        1990
## 395             5       Min2          1          Po     Attchd        1983
## 396             8        Typ          1          TA     Attchd        1993
## 397             7        Mod          1          TA     Attchd        1900
## 398             8        Typ          0        None     Detchd        1979
## 399             8        Typ          0        None     Attchd        1979
## 400             6        Typ          2          TA     Detchd        1979
## 401             8        Typ          0        None     Attchd        1979
## 405             8        Typ          1          Gd     Attchd        2009
## 406             8        Typ          1          Gd     Attchd        2008
## 407             6        Typ          1          Gd     Attchd        2008
## 408             7        Typ          2          Gd     Attchd        2007
## 409             6        Typ          1          Gd     Attchd        2007
## 410             5        Typ          0        None     Attchd        2008
## 411             7        Typ          1          Gd     Attchd        2005
## 412             7        Typ          1          Gd     Attchd        2005
## 414             5        Typ          0        None     Attchd        1995
## 415             5        Typ          0        None     Attchd        1998
## 416             7        Typ          1          TA     Attchd        1998
## 417             6        Typ          0        None     Attchd        2002
## 418             6        Typ          1          TA     Attchd        2001
## 420             5        Typ          0        None     Attchd        1979
## 421             6        Typ          0        None     Attchd        2002
## 423             6        Typ          0        None     Attchd        2002
## 425             5        Typ          1          TA     Attchd        1999
## 427             7        Typ          1          TA     Attchd        1997
## 428             7        Typ          1          Gd     Attchd        2007
## 429             6        Typ          1          Gd    BuiltIn        2007
## 430             7       Min1          0        None     2Types        1968
## 431             5        Typ          0        None    Basment        2005
## 432             5        Typ          0        None     Detchd        1959
## 433             6       Min1          0        None     Attchd        1950
## 434            10        Typ          0        None       None           0
## 435             7       Min1          1          TA     Attchd        1956
## 436             6        Typ          2          Gd     Detchd        1940
## 437             7        Typ          2          Gd    Basment        1938
## 438             6        Typ          1          Gd     Detchd        1926
## 439             6        Typ          1          Gd     Detchd        1916
## 440             6        Typ          1          Gd     Detchd        1918
## 441             6       Min2          2          TA     Detchd        1961
## 442             5        Typ          0        None     Attchd        1960
## 444             6        Typ          1          Gd     Attchd        1954
## 445             6        Typ          1          Gd     Attchd        1960
## 446             7       Maj2          1          TA     Attchd        1949
## 447             6        Typ          2          Gd    Basment        1954
## 448             5        Typ          1          TA     Detchd        1980
## 449             5        Typ          1          TA     Attchd        1980
## 450             5        Typ          1          TA     Attchd        1980
## 453            11        Typ          0        None     Detchd        1998
## 454             4        Typ          0        None     Detchd        1940
## 455             5        Typ          1          Gd     Attchd        2007
## 456             4       Min1          0        None     Detchd        1975
## 457             7        Typ          1          TA    BuiltIn        2000
## 458             5        Typ          1          TA     Attchd        1977
## 459             5        Typ          2          Fa     Attchd        1977
## 460             5        Typ          0        None     Detchd        1991
## 461             9        Typ          1          Ex     Attchd        2008
## 462             7        Typ          0        None     Attchd        2008
## 464             7       Min1          1          Fa     Attchd        1987
## 465             9        Typ          0        None     Attchd        2003
## 466             7        Typ          1          Gd     Attchd        2007
## 467             6        Typ          0        None     Attchd        1968
## 468             7        Typ          1          Po     Attchd        1969
## 469             4        Typ          0        None     Detchd        1998
## 470             5        Typ          0        None     Attchd        1993
## 471             5        Typ          1          Fa     Detchd        1998
## 472             6        Typ          0        None     Detchd        2001
## 473             7        Typ          1          TA     Attchd        1969
## 474             7        Typ          1          TA     Attchd        1997
## 475             7        Typ          1          TA    BuiltIn        1995
## 476             7        Typ          0        None     Attchd        1998
## 478             7        Typ          0        None     Attchd        1996
## 479             6       Min1          1          TA     Attchd        1997
## 480             5        Typ          0        None     Attchd        1992
## 481             7        Typ          1          TA     Attchd        1998
## 483             5        Typ          1          TA     Attchd        1989
## 484             9        Typ          1          Gd    BuiltIn        2005
## 485             7        Typ          1          Gd     Attchd        2004
## 487             6        Typ          1          Gd     Attchd        2007
## 489             6        Typ          1          Ex     Attchd        1988
## 491             7        Typ          2          Fa     Attchd        1978
## 492             6        Typ          1          TA     Attchd        1979
## 493             6        Typ          1          Po     Attchd        1976
## 494             7       Min1          1          TA     Attchd        1980
## 495             7        Typ          0        None     Detchd        1969
## 497             5        Typ          1          Gd     Attchd        1976
## 499             8        Typ          0        None     Detchd        1982
## 500             4        Typ          0        None     Attchd        1969
## 501             5        Typ          0        None     Detchd        1977
## 502             5        Typ          0        None     Detchd        1973
## 503             5        Typ          0        None     Detchd        1975
## 504             6        Typ          0        None     Detchd        1972
## 505             7        Typ          0        None     Attchd        1975
## 506             4        Typ          0        None     Attchd        1977
## 507             7        Typ          0        None     Attchd        2007
## 508             9        Typ          1          Ex     Attchd        2007
## 509             7        Typ          1          Gd     Attchd        2007
## 510             9        Typ          1          Gd    BuiltIn        2006
## 511            10        Typ          1          Ex    BuiltIn        2005
## 512             9        Typ          1          Gd    BuiltIn        2005
## 513            10        Typ          1          Gd    BuiltIn        2007
## 514             9        Typ          1          Gd    BuiltIn        2004
## 515             7        Typ          2          Gd     Attchd        2003
## 516             7        Typ          1          TA     Attchd        2003
## 517            10        Typ          1          TA     Attchd        2001
## 518             9        Typ          1          Gd    BuiltIn        2003
## 519             7        Typ          1          Gd     Attchd        2008
## 520             6        Typ          1          Gd     Attchd        2005
## 521             6        Typ          1          Gd     Attchd        2008
## 522             6        Typ          1          Gd     Attchd        2007
## 523             6        Typ          1          Gd     Attchd        2007
## 524             6        Typ          0        None    BuiltIn        2003
## 527             5        Typ          1          Gd     Attchd        2007
## 528             8        Typ          1          Gd     Attchd        2004
## 531             6        Typ          1          Gd     Attchd        2008
## 532             8        Typ          1          TA     Attchd        2000
## 534             8        Typ          1          TA    BuiltIn        1999
## 535             7        Typ          1          TA    BuiltIn        1999
## 536             9        Typ          1          TA     Attchd        1997
## 538             5        Typ          1          TA     Attchd        1998
## 539            12        Typ          2          TA     Attchd        1996
## 541             9        Typ          1          Gd     Attchd        1993
## 542             7        Typ          1          Gd     Attchd        2006
## 543             7        Typ          1          Gd    BuiltIn        2007
## 544             8        Typ          1          Gd     Attchd        2007
## 545             6        Typ          1          Gd     Attchd        2006
## 546             6        Typ          0        None     Attchd        2008
## 547             7        Typ          1          Gd     Attchd        2007
## 548             6        Typ          0        None     Attchd        2008
## 549             7        Typ          0        None     Attchd        2003
## 550             8        Typ          0        None     Attchd        2003
## 551             6        Typ          0        None       None           0
## 552             6        Typ          0        None     Attchd        2007
## 553             6        Typ          0        None     Attchd        1995
## 554             7        Typ          0        None     Attchd        1993
## 555             6        Typ          0        None     Attchd        1994
## 556             7        Typ          0        None     Attchd        2001
## 557             7        Typ          0        None     Attchd        1992
## 558             5        Typ          1          TA     Attchd        1963
## 559             5        Typ          1          TA     Detchd        1962
## 560             5        Typ          0        None     Detchd        1970
## 561             5        Typ          0        None     Attchd        1963
## 562             6        Typ          2          TA     Attchd        1974
## 563             5        Typ          1          Gd     Detchd        1972
## 565            10        Typ          1          Ex     Attchd        1993
## 566             5        Typ          0        None     Attchd        2004
## 567             5        Typ          0        None     Detchd        2005
## 568             5        Typ          0        None     Detchd        2007
## 569             6        Typ          0        None     Detchd        1999
## 572             5        Typ          1          TA     Attchd        2001
## 573             5        Typ          1          TA     Attchd        1999
## 574             5        Typ          0        None     Detchd        1999
## 575             7        Typ          1          TA     Attchd        2001
## 576             7        Typ          0        None     Detchd        1999
## 577             7        Typ          0        None     Detchd        2000
## 578             7        Typ          1          TA     Attchd        1998
## 579             4        Typ          1          Fa     Attchd        1995
## 581             6        Typ          1          Gd     Attchd        1976
## 584             8        Typ          1          TA     Attchd        1968
## 586             8        Typ          0        None     Detchd        1965
## 587             7        Typ          0        None     Attchd        1968
## 588             5        Typ          0        None     Detchd        1978
## 589            10        Typ          0        None     Detchd        1987
## 591             6        Typ          0        None     Attchd        1956
## 592             5        Typ          0        None     Attchd        1961
## 594             5        Typ          0        None    Basment        1937
## 595             6        Typ          0        None     Attchd        1960
## 596             7        Typ          1          Gd     Attchd        1950
## 597             5        Typ          0        None     Attchd        1953
## 598             9        Typ          1          Gd     Attchd        1966
## 599             6        Typ          2          Gd     Attchd        1957
## 600             7        Typ          0        None     Attchd        1959
## 601             5        Typ          1          TA     Attchd        1958
## 602             5        Typ          0        None     Attchd        1956
## 603             4        Typ          0        None     Attchd        1952
## 604             6        Typ          0        None     Detchd        1971
## 606             6        Typ          2          Gd     Attchd        1957
## 607             7       Maj2          1          TA     Attchd        1957
## 608             9        Typ          0        None     Detchd        1958
## 609             3        Typ          0        None     Detchd        1948
## 610             5        Typ          0        None     Detchd        1932
## 611             4        Typ          0        None     Detchd        1997
## 612             7        Typ          1          Gd     Detchd        1968
## 613             5        Typ          1          Fa     Attchd        1990
## 614             6        Typ          1          Gd     Attchd        1958
## 616             5        Typ          1          TA     Detchd        1972
## 617             6        Typ          0        None     Attchd        1959
## 618             6        Typ          0        None     Attchd        1962
## 619             5        Typ          0        None     Detchd        1994
## 620             4        Typ          0        None     Detchd        1954
## 621             6        Typ          0        None     Attchd        1954
## 622            10        Typ          0        None       None           0
## 623             6        Typ          0        None     Detchd        1955
## 624             4        Typ          0        None     Attchd        1954
## 625             6        Typ          0        None     Attchd        1963
## 626             7        Typ          0        None     Detchd        2008
## 627             6        Typ          0        None     Detchd        1948
## 628             6        Typ          0        None     Attchd        1910
## 629             4        Typ          0        None     Detchd        1950
## 630             7        Typ          0        None     Detchd        1915
## 631             9        Typ          0        None       None           0
## 632             8        Mod          0        None     Detchd        1958
## 633             6        Typ          1          Gd     Detchd        1920
## 634             5        Typ          1          TA       None           0
## 635             8        Typ          2          Gd     Detchd        1940
## 636             5        Typ          0        None     Detchd        1930
## 637             5        Typ          0        None       None           0
## 638             5        Typ          1          Po     Detchd        1959
## 639             3        Typ          0        None     Detchd        1949
## 640             6       Maj2          0        None       None           0
## 641            10        Typ          0        None     Detchd        1950
## 642             7        Typ          0        None     Detchd        1935
## 643             5        Typ          0        None     Detchd        1961
## 644            10        Typ          0        None     2Types        1930
## 645             7        Typ          0        None       None           0
## 646             5       Maj1          0        None     Detchd        1920
## 647            10        Typ          1          Gd     Detchd        1950
## 648             5        Typ          0        None     Detchd        1959
## 649             5        Typ          0        None     Detchd        1959
## 650             5        Typ          1          Po     Detchd        1992
## 653             6        Typ          0        None     Detchd        1941
## 654             6        Typ          0        None     Detchd        1926
## 655             6        Typ          1          Gd     Detchd        1940
## 656             5        Typ          1          Fa     Detchd        1924
## 657             5        Typ          0        None     Detchd        2004
## 658             7        Typ          1          Gd     Detchd        1939
## 659             6        Typ          0        None     Detchd        1926
## 660             6        Typ          1          Gd    BuiltIn        1920
## 661             4        Typ          0        None     Detchd        1946
## 662             6        Typ          0        None     Detchd        1990
## 664             7       Min2          1          Gd     Detchd        1939
## 665             7        Typ          0        None     Detchd        1960
## 666             8        Typ          0        None     Detchd        1970
## 667             8        Typ          0        None     Detchd           0
## 668             7        Typ          0        None     Detchd        1910
## 670             7        Typ          0        None     Detchd        1952
## 671             9       Min1          1          Gd     Detchd        1938
## 673             5        Typ          0        None     Detchd        1993
## 674             6        Typ          1          Gd     Detchd        1985
## 675             5        Typ          0        None     Detchd        1997
## 676             8        Typ          0        None       None           0
## 677             6        Typ          0        None     Detchd        1947
## 679             6        Typ          1          Fa     Attchd        1978
## 680             6        Typ          0        None     Attchd        1967
## 684             6        Typ          0        None    CarPort        1920
## 685             6        Typ          0        None     Attchd        1963
## 686             4        Typ          1          TA     Attchd        1956
## 688             6       Min1          0        None     2Types        1973
## 690             7        Typ          2          Gd     Attchd        1979
## 691             5        Typ          1          Gd     Attchd        1948
## 692             5        Typ          2          Gd       None           0
## 693             6        Typ          1          TA     Attchd        1956
## 694             4        Typ          0        None       None           0
## 695             7        Typ          0        None     Detchd        1962
## 697             7        Typ          1          TA     Attchd        1994
## 699             8        Typ          1          TA     Attchd        1996
## 700             6        Typ          1          Gd    BuiltIn        2007
## 701             7        Typ          1          Gd     Attchd        2007
## 702             7        Typ          2          Gd     Attchd        2008
## 703             8        Typ          2          Gd     Attchd        2008
## 706             5        Typ          0        None     Detchd        1997
## 709             6        Typ          0        None     Attchd        2000
## 710             6        Typ          0        None     Attchd        2000
## 713             5       Min2          0        None     Attchd        1975
## 717             9        Typ          1          Gd    BuiltIn        2003
## 718             7        Typ          1          TA     Attchd        1999
## 720             8        Typ          0        None     Attchd        1998
## 721             6        Typ          0        None     Attchd        2004
## 722             6        Typ          0        None     Attchd        2007
## 723             6        Typ          0        None     Attchd        2007
## 724             6        Typ          0        None     Attchd        1966
## 725             6        Typ          0        None    BuiltIn        1976
## 726             6        Typ          1          Po     Detchd        1991
## 728             6        Typ          1          TA     Attchd        1976
## 729            11        Typ          2          Gd     Attchd        1959
## 730             6        Typ          0        None       None           0
## 731             6        Typ          0        None       None           0
## 732             4        Typ          0        None       None           0
## 733             5        Typ          0        None       None           0
## 734             8       Min1          0        None       None           0
## 735             5        Typ          0        None     Attchd        1953
## 736             6        Typ          0        None    Basment        1954
## 737             6        Typ          0        None     Detchd        1923
## 738             7        Typ          1          Gd     Attchd        1921
## 739            10        Typ          2          Gd     Detchd        1930
## 740             6        Typ          1          Gd     Detchd        2001
## 741             6        Typ          0        None     Detchd        1994
## 742             7        Typ          1          Gd     Detchd        1925
## 746             5        Typ          1          TA     Attchd        1951
## 747             9        Typ          2          Gd     Detchd        1935
## 748             8        Typ          2          TA     Attchd        1994
## 749             7        Typ          2          TA     Attchd        1956
## 750             5        Typ          1          TA     Detchd        1980
## 751             5        Typ          0        None     Detchd        1926
## 752             5        Typ          0        None     Detchd        1940
## 753             7        Typ          0        None       None           0
## 754             7        Mod          1          Po     Attchd        1967
## 755             5        Typ          0        None     Detchd        1934
## 756             7        Typ          0        None     Attchd        1958
## 757             4        Typ          0        None     Attchd        1952
## 758             6        Typ          0        None     Detchd        1895
## 759             5        Typ          0        None     Detchd        1910
## 760             5       Min2          0        None     Detchd        1920
## 761             5        Typ          1          Gd     Attchd        2007
## 762             5        Typ          1          Gd     Attchd        2004
## 765             8        Typ          0        None     Attchd        1976
## 766             6        Typ          1          TA     Attchd        1991
## 767             6        Typ          1          TA     Attchd        1986
## 768             8        Typ          0        None     Attchd        2007
## 769             6        Typ          1          Gd     Attchd        2007
## 770             6        Typ          0        None    BuiltIn        2007
## 771             6        Typ          0        None     Attchd        2008
## 772             8        Typ          1          TA     Attchd        1989
## 773             6        Typ          1          Fa     Attchd        1986
## 774             7        Typ          1          TA     Attchd        2003
## 776             7        Typ          1          Gd     Attchd        2007
## 777             7        Typ          1          Gd     Attchd        2005
## 778             8        Typ          0        None     Attchd        1997
## 779             5        Typ          0        None       None           0
## 780             4        Typ          0        None     Attchd        1997
## 781             6        Typ          0        None     2Types        1964
## 783             6        Typ          1          TA     Attchd        1976
## 784             5        Typ          0        None    BuiltIn        1973
## 785             4        Typ          1          Po    BuiltIn        1973
## 787             6        Typ          0        None       None           0
## 788             4        Typ          0        None     Attchd        1983
## 789             6        Typ          0        None     Attchd        1982
## 790             6        Typ          0        None     Attchd        1984
## 792             7        Typ          1          Gd     Attchd        1971
## 793             7        Typ          1          TA    BuiltIn        1997
## 796             6        Typ          0        None     Attchd        1996
## 797             7        Typ          1          TA     Attchd        1999
## 800             6        Typ          1          TA     Attchd        1964
## 801             5        Typ          0        None     Attchd        1988
## 802             4        Typ          1          TA     Attchd        1990
## 803            10        Typ          1          Gd    BuiltIn        2005
## 804             8        Typ          2          Gd     Attchd        2005
## 805             7        Mod          0        None     2Types        1969
## 806             6        Typ          1          Gd     Attchd        2006
## 807             7        Typ          1          Gd     Attchd        2006
## 808             8        Typ          1          Gd     Attchd        2007
## 810             6        Typ          1          TA     Attchd        1981
## 811             7        Typ          1          TA     Attchd        1978
## 812             9        Typ          1          TA     Attchd        1979
## 813             6        Typ          0        None     Attchd        1984
## 814             5        Typ          1          TA     Attchd        1979
## 815             6        Typ          1          TA     Attchd        1971
## 816             5        Typ          1          Fa     Attchd        1976
## 817             8        Typ          1          TA     Attchd        1974
## 818             7       Min2          0        None     Detchd        1988
## 819             5        Typ          0        None     Attchd        1970
## 821             5        Typ          1          TA     Attchd        2001
## 822             5        Typ          1          TA     Attchd        1997
## 823             6        Typ          0        None     Detchd        1973
## 824             7        Typ          0        None     Detchd        1973
## 825             4        Typ          0        None     Attchd        1978
## 826             5        Typ          0        None     Detchd        1974
## 827             7        Typ          1          Gd     Attchd        2007
## 828             7        Typ          1          Gd     Attchd        2006
## 829             7        Typ          1          Ex     Attchd        2007
## 830             8        Typ          1          Gd     Attchd        2007
## 831            11        Typ          1          Gd    BuiltIn        2006
## 832             7        Typ          2          Gd     Attchd        2005
## 833             8        Typ          2          Ex     Attchd        2007
## 834             9        Typ          1          Ex    BuiltIn        2005
## 835             7        Typ          1          Gd     Attchd        2007
## 836             7        Typ          1          Gd     Detchd        2007
## 837             8        Typ          2          Gd    BuiltIn        2007
## 838             7        Typ          1          Gd     Attchd        2006
## 839            11        Typ          1          Ex    BuiltIn        2004
## 840             7        Typ          1          Gd     Attchd        2003
## 842             7        Typ          0        None     Attchd        2005
## 843             7        Typ          0        None     Attchd        2005
## 844             7        Typ          0        None    BuiltIn        2006
## 845             5        Typ          1          Gd     Attchd        2005
## 846             5        Typ          1          Gd     Attchd        2005
## 847             6        Typ          1          Gd     Attchd        2005
## 848             6        Typ          1          Gd     Attchd        2006
## 849             6        Typ          1          Gd     Attchd        2005
## 850             6        Typ          1          Gd     Attchd        2006
## 851             6        Typ          1          Gd     Attchd        2003
## 852             7        Typ          0        None     Attchd        2007
## 853             6        Typ          1          Gd     Attchd        2005
## 854             6        Typ          0        None    BuiltIn        2007
## 855             7        Typ          1          Gd     Attchd        2006
## 856             6        Typ          1          Gd    BuiltIn        2007
## 857             6        Typ          0        None     Attchd        2005
## 858             6        Typ          0        None     Attchd        2007
## 859             7        Typ          0        None     Attchd        2007
## 860             6        Typ          0        None     Attchd        2007
## 862             6        Typ          1          Gd     Attchd        2007
## 863             5        Typ          0        None     Attchd        2004
## 864             8        Typ          1          Gd    BuiltIn        2004
## 865             6        Typ          1          Gd     Attchd        2006
## 867             8        Typ          1          Gd    BuiltIn        2003
## 869             7        Typ          1          TA     Attchd        2000
## 870             7        Typ          1          TA     Attchd        1999
## 871             8        Typ          2          TA     Attchd        1998
## 872             9        Typ          1          TA     Attchd        1998
## 873             9        Typ          1          TA     Attchd        1998
## 874             8        Typ          1          TA    BuiltIn        1998
## 875             9        Typ          1          TA     Attchd        1992
## 876             8        Typ          1          TA     Attchd        1996
## 877             5        Typ          0        None     Attchd        2007
## 878             6        Typ          1          Gd     Attchd        2007
## 879             7        Typ          1          Gd     Attchd        2006
## 880             6        Typ          1          Gd     Attchd        2007
## 881             6        Typ          1          TA     Attchd        2007
## 882             7        Typ          0        None     Attchd        2005
## 883             7        Typ          1          Gd     Attchd        2005
## 884             7        Typ          0        None     Attchd        2006
## 885             7        Typ          0        None    BuiltIn        2006
## 886             6        Typ          0        None     Attchd        2007
## 887             6        Typ          0        None     Attchd        2007
## 888             8        Typ          0        None     Attchd        2007
## 889             8        Typ          0        None     Attchd        2007
## 890             8        Typ          1          Gd     Attchd        2007
## 891             6        Typ          1          Gd     Attchd        2007
## 892             5        Typ          1          Gd     Attchd        2006
## 893             9       Min2          1          Gd    BuiltIn        2004
## 894             6        Typ          0        None       None           0
## 895             5        Typ          0        None       None           0
## 896             6        Typ          0        None     Detchd        2004
## 897             7        Typ          0        None     Attchd        2006
## 899             5        Typ          2          TA     Attchd        1980
## 900             5        Typ          0        None     Detchd        1979
## 901             5        Typ          0        None     Detchd        1991
## 903             5        Typ          0        None     Attchd        1974
## 904             5        Typ          1          TA     Attchd        1973
## 905             6        Typ          1          Gd     Attchd        2004
## 906             5        Typ          0        None     Attchd        2006
## 907             5        Typ          0        None     Attchd        2006
## 908             5        Typ          1          Gd     Attchd        2006
## 909             5        Typ          0        None     Attchd        2007
## 910             6        Typ          1          TA     Detchd        1999
## 911             4        Typ          0        None     Detchd        2000
## 912             5        Typ          0        None     Detchd        1999
## 914             8        Typ          2          TA     Attchd        1998
## 915             5        Typ          1          Gd     Attchd        1994
## 916             8        Typ          1          TA     Attchd        1980
## 917             7        Typ          2          Gd     Attchd        1981
## 918             7        Typ          0        None     Attchd        1968
## 919             8        Typ          1          Po     Attchd        1970
## 921             6        Typ          0        None     Attchd        1968
## 922             8        Typ          1          TA     Attchd        1972
## 923             6        Typ          1          TA     Attchd        1993
## 924             8        Typ          1          Gd     Attchd        1993
## 925             6        Typ          1          Fa     Attchd        1966
## 926             6        Typ          0        None     Attchd        1963
## 927             5        Typ          0        None     Attchd        1967
## 929             6       Min1          1          Gd     Detchd        1966
## 931             5        Typ          1          Fa     Detchd        1985
## 932             5        Typ          0        None     Detchd        1965
## 933             6        Typ          1          TA     Attchd        1966
## 934             5        Typ          0        None     Attchd        1965
## 935             8        Typ          1          Gd     Attchd        1964
## 938             4        Typ          0        None     Attchd        1975
## 939             4        Typ          0        None       None           0
## 940             4        Typ          0        None       None           0
## 941             5        Typ          0        None     Detchd        1963
## 942             6        Typ          0        None     Attchd        1955
## 943             8        Typ          0        None     Detchd        1968
## 945             6        Typ          1          Gd     Attchd        1961
## 946             4        Typ          0        None     Attchd        1957
## 947             6        Typ          0        None     Detchd        1964
## 948             6        Typ          0        None     2Types        1994
## 949             6        Typ          1          Gd     Attchd        1960
## 950             8        Typ          3          TA     Attchd        1957
## 951             5        Typ          0        None     Attchd        1957
## 952             7        Typ          1          TA     Attchd        1955
## 953             5        Typ          0        None     Attchd        1955
## 954             6        Typ          0        None     Detchd        1962
## 955             8        Typ          0        None     Detchd        1958
## 956             5        Typ          0        None     Detchd        1952
## 957             6        Typ          0        None     Attchd        1953
## 958             5        Typ          0        None     Detchd        1956
## 959             7        Typ          0        None     Detchd        2002
## 960             5        Typ          2          TA     Attchd        1955
## 961             6       Min1          1          Fa     Attchd        1953
## 963             7        Typ          0        None       None           0
## 965             9       Min1          0        None    BuiltIn        2007
## 966             6        Mod          0        None     Detchd        1978
## 967             6        Typ          0        None       None           0
## 968             6        Typ          2          TA    BuiltIn        1963
## 969             5        Typ          0        None     Attchd        1961
## 970             5        Typ          0        None     Attchd        1968
## 971             6       Min2          1          TA     Attchd        1950
## 973             6        Typ          1          TA     Attchd        1958
## 974             6        Typ          0        None     Attchd        1960
## 975             6        Typ          2          TA     Attchd        1965
## 976             7        Typ          0        None     Attchd        1961
## 977             5        Typ          0        None     Detchd        1962
## 978             6        Typ          1          Po     Attchd        1962
## 979             5        Typ          0        None     Detchd        1981
## 980             6        Typ          0        None     Detchd        1980
## 981             4        Typ          1          Gd     Detchd        1922
## 982             5        Typ          1          Gd     Detchd        1920
## 983             5        Typ          2          Gd     Detchd        1940
## 984             6        Typ          1          Gd     Detchd        2000
## 985             6        Typ          0        None     Detchd        1930
## 986             7        Typ          0        None     Detchd        1935
## 988             9        Typ          1          Gd     Detchd        1927
## 989             6        Typ          0        None     Detchd        1920
## 990             6        Typ          0        None     Detchd        1979
## 991             6        Typ          1          Gd     Detchd        2004
## 992             8        Typ          1          Gd     Attchd        1950
## 993             5        Typ          0        None     Attchd        1956
## 994             6        Mod          1          TA     Attchd        1957
## 995             6        Mod          1          Gd     Detchd        1969
## 996             6        Typ          0        None     Detchd        1950
## 997             6        Typ          0        None     Detchd        1939
## 998             6        Typ          2          TA     Attchd        1939
## 999             5        Typ          0        None     Detchd        1939
## 1001            7        Typ          0        None     Detchd        1939
## 1002            6        Typ          1          Gd     Detchd        1930
## 1003            6        Typ          0        None     Detchd        1926
## 1004            8        Typ          0        None     Detchd        1950
## 1005            7        Typ          0        None     Detchd        1977
## 1006            7        Typ          0        None     Detchd        1965
## 1008            7        Typ          0        None     Detchd        1920
## 1009            6        Typ          0        None     Detchd        1920
## 1010            9        Typ          1          Gd     Attchd        1963
## 1011            8        Typ          2          TA     Detchd        1950
## 1012            7        Typ          1          Gd     Detchd        2006
## 1013            5        Typ          0        None     Detchd        1958
## 1014            6        Typ          0        None     Detchd        1910
## 1015            7        Typ          2          Gd     Attchd        1937
## 1016            4        Typ          0        None     Detchd        1942
## 1017            6        Typ          0        None     Detchd        1963
## 1018            6       Min2          1          TA     Detchd        1964
## 1019            5        Typ          0        None     Detchd        1964
## 1020            5        Typ          1          Po     Detchd        1970
## 1022            6        Typ          0        None     Detchd        1989
## 1023            5        Typ          0        None     Attchd        1968
## 1026            6        Typ          1          Gd     Attchd        1956
## 1027           11        Mod          1          Gd     Attchd        1946
## 1028            6        Typ          2          Gd     Attchd        1940
## 1029            6        Typ          1          TA     Attchd        1954
## 1030            6        Typ          2          Gd     Attchd        1958
## 1035            4        Mod          0        None     Attchd        1946
## 1036            6       Min2          2          Gd     Attchd        1954
## 1037            6        Typ          0        None     Attchd        1954
## 1038            6        Typ          0        None     Attchd        1958
## 1040            5        Typ          0        None     Attchd        1984
## 1041            7        Typ          0        None     Detchd        1951
## 1042            7        Typ          1          Gd     Attchd        1951
## 1043            7        Typ          0        None     Detchd        1920
## 1044            7       Min2          1          Po     Attchd        1984
## 1045            7        Typ          1          TA     Attchd        1994
## 1046            7        Typ          1          Gd     Attchd        2007
## 1047            8        Typ          0        None     Attchd        2006
## 1048            7        Typ          1          Gd     Attchd        2007
## 1049            7        Typ          0        None     Attchd        2005
## 1050            7        Typ          1          Gd     Attchd        2005
## 1051            6        Typ          0        None     Attchd        2005
## 1052            7        Typ          0        None     Attchd        2005
## 1054            5        Typ          2          Fa     Attchd        1976
## 1056            6        Typ          0        None     Attchd        1997
## 1057            5        Typ          0        None     Detchd        1995
## 1058            6        Typ          0        None     Attchd        1996
## 1059            7        Typ          1          TA     Attchd        1999
## 1060            7        Typ          1          Fa     Attchd        1998
## 1061            7        Typ          0        None     Attchd        2001
## 1063            5        Typ          0        None     Attchd        1974
## 1064            6        Typ          1          Fa     Detchd        1979
## 1065            6        Typ          1          Fa     Detchd        1977
## 1066            5        Typ          0        None     Detchd        1977
## 1067            5        Typ          0        None     Attchd        1977
## 1068            5        Typ          0        None     Attchd        1975
## 1069            5        Typ          0        None     Detchd        1977
## 1070            5        Typ          0        None     Detchd        1975
## 1072            7        Typ          1          Gd     Attchd        2003
## 1073            7        Typ          0        None     Attchd        2002
## 1074            7        Typ          1          TA     Attchd        1994
## 1077            5        Typ          1          TA     Attchd        1999
## 1078            7        Typ          0        None     Attchd        2007
## 1079            5        Typ          0        None     Attchd        2005
## 1080            6        Typ          1          Gd     Attchd        2006
## 1081            7        Typ          1          Gd     Attchd        2006
## 1082            6        Typ          0        None     Attchd        2005
## 1083            4        Typ          1          Fa     Attchd        1967
## 1084            4        Typ          0        None     Detchd        2002
## 1085            7        Typ          1          Gd     Detchd        1975
## 1086            5       Min2          0        None     Attchd        1960
## 1087            7        Typ          1          Fa     Detchd        1976
## 1089            6        Typ          0        None    BuiltIn        2005
## 1090           15        Typ          2          Gd     Attchd        2008
## 1091            5        Typ          0        None    Basment        2005
## 1092            4        Typ          0        None     Detchd        1959
## 1093            6        Typ          0        None       None           0
## 1094            8        Typ          0        None       None           0
## 1095            4        Typ          1          Gd     Detchd        1920
## 1096            4        Typ          1          Fa     Detchd        1959
## 1097            5        Typ          0        None     Detchd        1996
## 1098           12       Min2          0        None       None           0
## 1099            6        Typ          0        None     Detchd        1973
## 1100            8        Typ          1          Gd     Detchd        1994
## 1101            5        Typ          1          Gd     Detchd        1930
## 1102            7        Typ          1          Gd     Detchd        1992
## 1103            6        Typ          1          Gd     Detchd        1926
## 1104            8        Typ          1          TA     Detchd        1927
## 1105            7       Min1          1          Gd     Attchd        1951
## 1106            7        Typ          1          TA     Detchd        1930
## 1107            5        Typ          0        None     Detchd        1966
## 1110            5        Typ          1          TA     Detchd        1980
## 1112            4        Typ          0        None     Attchd        1988
## 1114            6        Typ          1          Gd     Attchd        1986
## 1115            6        Typ          0        None     Detchd        1965
## 1116            6        Typ          0        None       None           0
## 1117            6        Typ          0        None     Detchd           0
## 1118            5        Typ          0        None     Detchd        1922
## 1119            4       Maj2          0        None     Detchd        1950
## 1120            9        Typ          0        None       None           0
## 1121            6        Typ          0        None     Detchd        1985
## 1122            5        Typ          0        None     Detchd        1930
## 1123            5        Typ          1          Gd     Attchd        2006
## 1125            6        Typ          1          Gd     Attchd        2002
## 1126            4        Typ          1          Gd     Attchd        2002
## 1129            5        Typ          1          Po     Attchd        1974
## 1130            5        Typ          2          TA     Attchd        1987
## 1131            7        Typ          1          Gd     Attchd        1958
## 1132            7        Typ          0        None     Attchd        2007
## 1133            6        Typ          1          Gd     Attchd        2207
## 1134            6        Typ          0        None     Attchd        1985
## 1136            6        Typ          1          Ex     Attchd        2002
## 1139            8        Typ          1          Gd     Attchd        2006
## 1140            9       Min1          0        None     2Types        1953
## 1141            3        Typ          0        None     Attchd        1996
## 1142            5        Typ          0        None     Attchd        1972
## 1144            5        Typ          0        None       None           0
## 1145            6        Typ          0        None     Attchd        1976
## 1146            4        Typ          1          Fa     Attchd        1977
## 1148            6        Mod          2          TA     Attchd        1977
## 1149            6        Typ          1          Gd     Attchd        1977
## 1150            5        Typ          0        None       None           0
## 1151            6        Typ          0        None     Attchd        1961
## 1153            4        Typ          0        None     Attchd        1983
## 1154            5        Typ          0        None     Attchd        1984
## 1156            5        Typ          2          TA     Attchd        1956
## 1159            8        Typ          1          TA     Attchd        1969
## 1160            6        Typ          1          TA     Attchd        1997
## 1162            7        Typ          1          TA    BuiltIn        1996
## 1163            7        Typ          1          Gd     Attchd        2005
## 1164            9        Typ          1          Gd     Attchd        2006
## 1165            9        Typ          0        None     Attchd        1994
## 1167            5        Typ          0        None     Attchd        1987
## 1168           11        Typ          1          Gd    BuiltIn        2005
## 1169           10        Typ          1          Ex    BuiltIn        2006
## 1170           11        Typ          1          Gd    BuiltIn        2006
## 1171           11        Typ          1          Gd     Attchd        2006
## 1172           10        Typ          1          Gd    BuiltIn        2005
## 1173            7        Typ          1          Gd     Attchd        2005
## 1174            8        Typ          2          Gd     Attchd        2005
## 1176            8        Typ          1          TA     Attchd        1978
## 1178            8        Typ          1          Ex    BuiltIn        2005
## 1179            8        Typ          1          TA     Attchd        1975
## 1180            6        Typ          0        None     Attchd        1974
## 1181            5        Typ          0        None     Detchd        1995
## 1182            4        Typ          0        None     Attchd        2002
## 1183            6        Typ          0        None     Detchd        1973
## 1184            7       Min1          1          Fa     Attchd        1973
## 1185            6        Typ          0        None     Detchd        1973
## 1186            5        Typ          0        None     Detchd        1972
## 1187            6        Typ          0        None     Detchd        1972
## 1188            4        Typ          1          Po     Attchd        1975
## 1189            6        Typ          1          TA     Attchd        1974
## 1190            4        Typ          0        None     Attchd        1976
## 1191            6        Typ          1          TA     Attchd        1976
## 1192           11        Typ          1          Gd     Attchd        2006
## 1193            6        Typ          1          Gd     Attchd        2004
## 1194            8        Typ          0        None     Attchd        2006
## 1195            7        Typ          1          Gd     Attchd        2005
## 1196           10        Typ          1          Gd    BuiltIn        2005
## 1197            8        Typ          1          Gd     Attchd        2005
## 1198            8        Typ          1          Gd     Attchd        2005
## 1199           10        Typ          1          Gd    BuiltIn        2006
## 1200           10        Typ          1          Gd    BuiltIn        2005
## 1201            6        Typ          1          Gd     Attchd        2005
## 1202            7        Typ          1          Gd     Attchd        2004
## 1204            6        Typ          1          Gd     Attchd        2005
## 1205            6        Typ          1          Gd     Attchd        2006
## 1206            6        Typ          1          Gd     Attchd        2006
## 1207            8        Typ          1          Gd     Attchd        2005
## 1208            8        Typ          0        None     Attchd        2006
## 1209            6        Typ          0        None     Attchd        2006
## 1210            9        Typ          1          Gd    BuiltIn        2004
## 1211            8        Typ          0        None     Attchd        2006
## 1212            6        Typ          1          Gd     Attchd        2006
## 1215            6        Typ          0        None     Attchd        2005
## 1216            7        Typ          1          Gd     Attchd        2004
## 1219            7        Typ          1          Ex     Attchd        1998
## 1220            7        Typ          1          TA    BuiltIn        2000
## 1222            9        Typ          1          Ex     Attchd        1995
## 1223           11        Typ          1          TA     Attchd        1993
## 1226            8        Typ          1          Gd    BuiltIn        2005
## 1227            6        Typ          1          Gd     Attchd        2006
## 1228            7        Typ          0        None     Attchd        2006
## 1229            5        Typ          0        None     Attchd        2006
## 1230           11        Typ          1          Gd     Attchd        2006
## 1231            7        Typ          0        None     Attchd        2005
## 1232            5        Typ          0        None       None           0
## 1233            6        Typ          0        None     Attchd        2005
## 1234            6        Typ          0        None       None           0
## 1235            8        Typ          0        None     Attchd        2005
## 1236            7        Typ          0        None     Attchd        2005
## 1237            7        Typ          0        None     Attchd        1997
## 1238            7        Typ          0        None     Attchd        1992
## 1239            5        Typ          0        None     Attchd        1990
## 1240            5        Typ          0        None     Attchd        1991
## 1242            6        Typ          0        None     Detchd        1977
## 1243           10        Typ          0        None     Attchd        1977
## 1246            5        Typ          0        None     Attchd        1968
## 1251            9        Mod          4          TA     Attchd        1974
## 1252            9        Typ          3          TA     Attchd        1992
## 1253            5        Typ          1          Gd     Attchd        2004
## 1254            4        Typ          0        None     Detchd        2005
## 1257            6        Typ          1          TA    BuiltIn        1997
## 1258            6        Typ          1          TA     Attchd        2001
## 1259            6        Typ          0        None     Attchd        1972
## 1260            7        Typ          0        None     Attchd        1967
## 1261            6        Typ          0        None     Attchd        1968
## 1262            7        Typ          0        None     Attchd        1968
## 1263            4        Typ          1          Fa     Attchd        1968
## 1264            6        Typ          0        None     Attchd        1968
## 1266            6        Typ          0        None     Attchd        1967
## 1267            7       Min1          2          TA     Attchd        1965
## 1269            7        Typ          1          Po     Attchd        1964
## 1270            6        Typ          0        None     Attchd        1960
## 1271            4        Typ          1          Fa     Attchd        1949
## 1272            5        Typ          1          Gd     Detchd        1947
## 1273            7       Min1          1          Gd     Attchd        1961
## 1274            6       Min1          1          Gd     Attchd        1952
## 1275            7        Typ          0        None     Attchd        1951
## 1276            7       Min1          1          Gd     Attchd        1949
## 1277            5        Typ          0        None     Attchd        1954
## 1280            5        Typ          0        None     Attchd        1963
## 1281            6        Typ          1          Gd     Attchd        1957
## 1283            6        Typ          1          TA    Basment        1956
## 1284            6        Typ          1          TA     Attchd        1956
## 1285            6        Typ          0        None     Attchd        1954
## 1286            4        Typ          0        None     Attchd        1952
## 1287            5        Typ          1          Gd     Attchd        1951
## 1288            6       Min2          0        None     Detchd        1993
## 1289            6        Typ          1          TA     Attchd        1956
## 1290            6        Typ          0        None     Attchd        1955
## 1291            4        Typ          0        None     Attchd        1951
## 1292            7       Min1          3          Gd     2Types        1941
## 1293            6       Min1          0        None     Attchd        2001
## 1294           10       Maj1          1          Gd     Attchd        1977
## 1295            6        Typ          0        None     Detchd        1953
## 1296            5        Typ          0        None     Detchd        1936
## 1297            4        Typ          0        None     Detchd        1967
## 1298            5        Typ          0        None     Attchd        1900
## 1299            7        Typ          1          Gd     Detchd        1974
## 1300            7        Typ          1          TA     Detchd        1935
## 1301            6        Typ          1          Gd     Attchd        1963
## 1302            6        Typ          0        None     Attchd        1962
## 1303            6       Min2          2          TA     Attchd        1961
## 1304            5        Typ          1          Gd     Attchd        1959
## 1306            6       Min2          0        None     Detchd        1950
## 1307            6        Typ          0        None     Detchd        1950
## 1308            8        Typ          0        None       None           0
## 1309            6        Typ          0        None     Attchd        1961
## 1310            6        Typ          0        None     Detchd        1962
## 1311            5        Typ          0        None     Attchd        1962
## 1312            6        Typ          0        None       None           0
## 1313            8        Typ          0        None     Detchd        1900
## 1314            6        Typ          0        None     Detchd        1948
## 1315            9        Typ          1          TA     Detchd        1920
## 1316            7        Typ          0        None     Detchd        1956
## 1317            7        Typ          0        None     Detchd        1985
## 1318            5        Typ          1          Po     Detchd        1930
## 1319            9        Typ          0        None     Detchd        1993
## 1320            5        Typ          0        None     Detchd        1995
## 1321            5        Typ          0        None     Detchd        1925
## 1322            5        Typ          0        None     Detchd        1952
## 1323            7        Typ          0        None     Detchd        1930
## 1324            5        Typ          0        None     Detchd        1976
## 1325            7        Typ          0        None     Detchd        1976
## 1326            3        Typ          0        None     Detchd        1921
## 1327            5        Typ          0        None     Detchd        1945
## 1328            5        Typ          0        None     Detchd        1938
## 1329            9        Typ          0        None     Detchd        1910
## 1330            8        Typ          0        None       None           0
## 1331            5        Typ          0        None     Detchd        2002
## 1332            5        Typ          0        None       None           0
## 1333            9        Typ          1          Gd     Detchd        1943
## 1334            6        Typ          0        None     Detchd        1930
## 1335            7        Typ          0        None     Detchd        1930
## 1336            4        Typ          0        None     Detchd        1925
## 1337            8        Typ          1          Gd     Detchd        1962
## 1338            7        Typ          0        None     Detchd        1924
## 1339            7        Typ          0        None     Detchd        2001
## 1340            4        Typ          0        None       None           0
## 1341            6        Typ          0        None     Detchd        1930
## 1342            7        Typ          1          TA     Detchd        1951
## 1343            8        Typ          0        None     Detchd        1964
## 1344            7       Min1          1          Gd     Attchd        1950
## 1345            6        Typ          1          TA     Detchd        1939
## 1346            4        Typ          0        None     Detchd        1936
## 1347            4        Typ          0        None     Detchd        2004
## 1349            4        Typ          0        None     Attchd        1964
## 1350            6        Typ          0        None     Attchd        1966
## 1354           10        Typ          0        None     Attchd        1977
## 1357            4        Typ          2          TA     Attchd        1993
## 1358            4        Typ          0        None     Detchd        1973
## 1360            6        Typ          1          Gd     Attchd        1954
## 1361            6        Mod          2          TA    BuiltIn        1942
## 1362            8        Typ          2          Gd     2Types        1928
## 1363            7        Typ          2          Gd     Detchd        1993
## 1364            6       Min2          1          Fa     Attchd        1962
## 1365            7        Typ          1          Ex     Attchd        2002
## 1366            6        Typ          0        None     Attchd        1955
## 1367            7        Typ          0        None     Attchd        1953
## 1368            9        Typ          1          TA     Attchd        1989
## 1369            8        Typ          0        None     Attchd        1993
## 1370            7        Typ          0        None    BuiltIn        2005
## 1371            6        Typ          0        None     Attchd        2005
## 1372            7        Typ          1          Gd     Attchd        2006
## 1373            6        Typ          0        None     Attchd        2005
## 1374            8        Typ          0        None     Attchd        2005
## 1375            7        Typ          1          Gd     Attchd        2005
## 1376            6        Typ          0        None     Attchd        2005
## 1377            6        Typ          1          Po     Attchd        1968
## 1378            5        Typ          0        None     Attchd        1996
## 1379            6        Typ          1          TA     Attchd        1995
## 1381            7        Typ          0        None     Attchd        1999
## 1382            7        Typ          1          TA     Attchd        1999
## 1383            6        Typ          0        None     Attchd        1977
## 1384            6        Typ          0        None     Detchd        1989
## 1385            5        Typ          0        None     Detchd        1977
## 1387            7        Typ          1          TA     Attchd        1999
## 1389            8        Typ          0        None    BuiltIn        2002
## 1390            8        Typ          1          TA     Attchd        1999
## 1392            8        Typ          1          TA     Attchd        1998
## 1393            8        Typ          1          TA     Attchd        1995
## 1394            4        Typ          0        None     Attchd        2003
## 1395            7        Typ          0        None     Attchd        2003
## 1396            7        Typ          0        None     Attchd        2006
## 1397            6        Typ          0        None     Attchd        2005
## 1398            6        Typ          0        None     Attchd        2005
## 1399            6       Min1          0        None     Attchd        1950
## 1400            4        Typ          0        None       None           0
## 1401            5        Typ          0        None     Attchd        1969
## 1402            8        Typ          1          Gd    BuiltIn        2003
## 1403            4        Typ          0        None       None           0
## 1404            9        Typ          1          Ex    BuiltIn        2003
## 1405            5        Typ          0        None    Basment        2005
## 1406            7       Maj1          0        None     Detchd        2004
## 1407            5        Typ          0        None     Attchd        1948
## 1408            7        Typ          0        None     Detchd        1974
## 1409            9       Min2          0        None     Attchd        1924
## 1410            6       Min1          1          Gd     2Types        1956
## 1411            8        Typ          1          Gd       None           0
## 1412            3        Typ          0        None     Detchd        1922
## 1413            5       Min2          0        None     Detchd        1910
## 1414            6        Typ          0        None     Detchd        1938
## 1415            6        Typ          0        None     Attchd        1945
## 1416            6        Typ          2          Gd     Detchd        1926
## 1417            6        Typ          0        None     Detchd        1920
## 1418            7        Typ          1          Gd     Detchd        1919
## 1419            6        Typ          2          TA     Detchd        1939
## 1420            6        Typ          0        None     Detchd        1941
## 1421            7       Min2          1          TA     Detchd        1937
## 1422            7        Typ          1          Gd     Attchd        1940
## 1423            7        Typ          1          Gd     Detchd        1963
## 1424            8        Typ          2          Gd     2Types        1963
## 1425            8        Typ          1          Gd     Attchd        1930
## 1426            9        Typ          3          Gd     Attchd        1950
## 1427            5        Typ          0        None     Detchd        1942
## 1428            6        Typ          0        None     Detchd        1950
## 1429            4       Min1          0        None       None           0
## 1430            4        Typ          0        None     Detchd        1925
## 1431            6        Typ          0        None     Detchd        1957
## 1432            5        Mod          0        None       None           0
## 1433            8       Min2          0        None       None           0
## 1434            6        Typ          0        None       None           0
## 1435            5        Typ          1          Gd     Attchd        2005
## 1436            5        Typ          1          Gd     Attchd        2004
## 1437            6        Typ          1          TA     Attchd        1979
## 1438           10        Typ          0        None     2Types        1978
## 1439            7        Typ          0        None     Attchd        2001
## 1440            6        Typ          0        None     Attchd        1975
## 1443            8        Typ          2          Gd     Attchd        2005
## 1444            9        Typ          1          Gd     Attchd        2005
## 1445            6        Mod          0        None     Attchd        1951
## 1446            8        Typ          0        None     Attchd        1997
## 1447            5        Typ          1          TA    BuiltIn        1977
## 1448            5        Typ          0        None     Attchd        1968
## 1450            3        Typ          0        None       None           0
## 1451            5        Typ          0        None     Attchd        1972
## 1452            8        Typ          1          TA     Attchd        1969
## 1453            5        Typ          0        None    CarPort        1970
## 1454            5        Typ          0        None       None           0
## 1455            5        Typ          0        None       None           0
## 1456            6        Typ          0        None    CarPort        1970
## 1457            7        Typ          1          TA     Detchd        1960
## 1458            6        Typ          0        None       None           0
## 1459            9        Typ          1          TA     Attchd        1993
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1             Unf          1        730         TA         TA          Y
## 2             Unf          1        312         TA         TA          Y
## 3             Fin          2        482         TA         TA          Y
## 4             Fin          2        470         TA         TA          Y
## 5             RFn          2        506         TA         TA          Y
## 6             Fin          2        440         TA         TA          Y
## 8             Fin          2        393         TA         TA          Y
## 9             Unf          2        506         TA         TA          Y
## 10            Fin          2        525         TA         TA          Y
## 11            Fin          2        511         TA         TA          Y
## 12            Unf          1        264         TA         TA          Y
## 13            Unf          1        320         TA         TA          Y
## 14            Unf          2        440         TA         TA          Y
## 15            Unf          1        308         TA         TA          Y
## 16            Fin          3        751         TA         TA          Y
## 17            RFn          3        868         TA         TA          Y
## 18            Fin          3        730         TA         TA          Y
## 19            RFn          3        678         TA         TA          Y
## 20            Fin          3        958         TA         TA          Y
## 21            Fin          3        756         TA         TA          Y
## 22            RFn          2        484         TA         TA          Y
## 23            Fin          2        430         TA         TA          Y
## 24            Fin          2        437         TA         TA          Y
## 25            Fin          2        400         TA         TA          Y
## 26            Fin          2        433         TA         TA          Y
## 27            Fin          3        962         TA         TA          Y
## 28            RFn          3        880         TA         TA          Y
## 29            RFn          2        676         TA         TA          Y
## 30            Fin          2        528         TA         TA          Y
## 31            RFn          2        484         TA         TA          Y
## 32            Unf          1        429         TA         TA          Y
## 33            Fin          2        461         TA         TA          Y
## 34            RFn          3        762         TA         TA          Y
## 35            RFn          3        713         TA         TA          Y
## 36            Fin          2        506         TA         TA          Y
## 37            RFn          2        588         TA         TA          Y
## 38            RFn          2        480         TA         TA          Y
## 39            RFn          2        480         TA         TA          Y
## 40            RFn          2        480         TA         TA          Y
## 43            RFn          3        852         TA         TA          Y
## 44            RFn          2        592         TA         TA          Y
## 45            RFn          2        596         TA         TA          Y
## 47            Unf          2        660         TA         TA          Y
## 49            RFn          2        441         TA         TA          Y
## 50            RFn          2        490         TA         TA          Y
## 51            RFn          2        504         TA         TA          Y
## 52            RFn          2        517         TA         TA          Y
## 54           None          0          0       None       None          Y
## 55            Unf          2        400         TA         TA          Y
## 56            Unf          2        470         TA         TA          Y
## 57            Unf          1        315         TA         TA          Y
## 58            Unf          2        576         TA         TA          Y
## 59            RFn          2        620         TA         TA          Y
## 61            RFn          1        312         TA         TA          Y
## 62            Unf          2        440         TA         TA          Y
## 63            Unf          1        263         TA         TA          Y
## 64            Unf          1        318         TA         TA          Y
## 65            Unf          1        305         TA         TA          Y
## 66            Unf          1        264         TA         TA          Y
## 67            Unf          2        676         TA         TA          N
## 68            Unf          1        280         TA         TA          Y
## 69            RFn          2        484         TA         TA          Y
## 70            RFn          2        440         TA         TA          Y
## 71            Unf          1        240         TA         TA          Y
## 72           None          0          0       None       None          P
## 73            Unf          2        551         TA         TA          Y
## 74            Unf          1        240         Fa         TA          N
## 75            Unf          1        240         TA         TA          Y
## 77            Unf          2        780         Fa         Fa          N
## 78            Unf          1        288         TA         TA          Y
## 79            Unf          2        624         TA         TA          N
## 80           None          0          0       None       None          N
## 81            Unf          2        624         TA         TA          Y
## 82            Unf          1        363         TA         TA          Y
## 84            Unf          1        200         Fa         TA          P
## 85            Unf          1        240         TA         TA          Y
## 86            Unf          2        576         TA         TA          Y
## 87            Unf          1        240         TA         TA          Y
## 88            Unf          1        312         TA         TA          P
## 89            Fin          2        624         TA         TA          P
## 90            Unf          2        480         TA         TA          Y
## 91            Unf          1        288         TA         TA          Y
## 92            Unf          2        572         TA         TA          Y
## 93           None          0          0       None       None          N
## 94            Unf          1        180         TA         TA          Y
## 95            Unf          1        365         TA         TA          Y
## 96            Unf          1        180         Fa         Fa          N
## 97           None          0          0       None       None          N
## 98            Unf          1        231         TA         TA          Y
## 100           Unf          2        450         TA         Fa          P
## 101          None          0          0       None       None          Y
## 102           Unf          1        416         TA         TA          Y
## 103           Unf          1        280         TA         TA          Y
## 105           Unf          2        480         TA         TA          Y
## 107           Unf          2        440         TA         TA          N
## 109           RFn          1        480         TA         TA          Y
## 110           Unf          1        467         TA         TA          Y
## 111           Unf          1        209         Fa         TA          Y
## 112           Fin          1        366         TA         TA          Y
## 113           RFn          2        572         TA         TA          Y
## 115           RFn          2        528         Gd         Gd          Y
## 116           RFn          4       1017         TA         TA          Y
## 117           RFn          2        615         TA         TA          Y
## 118           Unf          2        484         TA         TA          N
## 119           Unf          2        580         Gd         TA          Y
## 121           Unf          1        308         TA         TA          Y
## 122           Unf          2        484         TA         TA          Y
## 123           RFn          3        850         TA         TA          Y
## 124           Fin          2        621         TA         TA          Y
## 126           Unf          1        240         TA         TA          N
## 127           Unf          1        319         TA         TA          Y
## 128           RFn          1        336         TA         TA          Y
## 129           Unf          2        480         TA         Fa          P
## 130           Unf          1        352         TA         TA          Y
## 131          None          0          0       None       None          Y
## 132           Unf          1        260         TA         TA          Y
## 134          None          0          0       None       None          Y
## 135          None          0          0       None       None          N
## 136           Unf          1        312         TA         TA          Y
## 137           Unf          2        484         TA         TA          Y
## 138           RFn          2        473         TA         TA          Y
## 139           Fin          2        598         TA         TA          Y
## 140           Unf          2        531         TA         TA          Y
## 141           Unf          1        200         Fa         Fa          N
## 142           Unf          1        625         TA         TA          Y
## 143           RFn          1        330         TA         TA          N
## 144           Fin          2        525         TA         TA          Y
## 145           Unf          3        741         TA         TA          Y
## 146           Unf          2        473         TA         TA          Y
## 148           Fin          3        660         TA         TA          Y
## 149           RFn          2        520         TA         TA          Y
## 150           Fin          2        400         TA         TA          Y
## 151           Unf          2        528         TA         TA          Y
## 152           RFn          2        624         TA         TA          Y
## 154           RFn          1        253         TA         TA          Y
## 155          None          0          0       None       None          Y
## 156          None          0          0       None       None          Y
## 157           Unf          1        286         TA         TA          Y
## 158           Unf          1        352         TA         TA          Y
## 159           Unf          2        495         TA         TA          Y
## 160           Unf          2        616         TA         Fa          Y
## 161           Unf          2        576         TA         TA          Y
## 162           Fin          1        275         TA         TA          Y
## 163           Unf          2        482         TA         TA          Y
## 164           Fin          2        616         TA         TA          Y
## 165           Unf          1        502         TA         TA          Y
## 166           RFn          2        528         TA         TA          Y
## 167           Fin          2        470         TA         TA          Y
## 169           Fin          2        390         TA         TA          Y
## 170           Fin          2        564         TA         TA          Y
## 171           Fin          2        495         TA         TA          Y
## 172           RFn          2        528         TA         TA          Y
## 173           Fin          2        396         TA         TA          Y
## 174           Fin          2        440         TA         TA          Y
## 176           Unf          2        430         TA         TA          Y
## 177           Unf          2        567         TA         TA          P
## 179           RFn          2        484         TA         TA          Y
## 181           Fin          2        479         TA         TA          Y
## 182           RFn          2        581         TA         TA          Y
## 186           RFn          2        528         TA         TA          Y
## 187           Unf          2        506         TA         TA          Y
## 190           Unf          2        576         TA         TA          Y
## 191           Unf          2        576         TA         TA          Y
## 192           Unf          1        264         TA         TA          Y
## 193           Unf          1        288         TA         TA          Y
## 194           RFn          2        440         TA         TA          Y
## 195           RFn          2        440         TA         TA          Y
## 196           Unf          2        440         TA         TA          Y
## 197           Unf          2        440         TA         TA          Y
## 198           Fin          2        440         TA         TA          Y
## 199           Unf          1        345         TA         TA          Y
## 201           Fin          3        754         TA         TA          Y
## 202           RFn          3        864         TA         TA          Y
## 203           RFn          3        896         TA         TA          Y
## 204           Fin          3        762         TA         TA          Y
## 205           RFn          3        834         TA         TA          Y
## 206           Fin          3        932         TA         TA          Y
## 207           Fin          3        640         TA         TA          Y
## 208           RFn          3        927         TA         TA          Y
## 209           Fin          3        700         TA         TA          Y
## 210           Fin          3        850         TA         TA          Y
## 211           Fin          2        583         TA         TA          Y
## 212           Fin          3        886         TA         TA          Y
## 213           Fin          3        730         TA         TA          Y
## 214           RFn          3        871         TA         TA          Y
## 215           RFn          2        484         TA         TA          Y
## 216           RFn          2        624         TA         TA          Y
## 217           RFn          2        484         TA         TA          Y
## 218           Fin          3        949         TA         TA          Y
## 219           Fin          3        685         TA         TA          Y
## 220           Fin          2        649         TA         TA          Y
## 221           RFn          2        539         TA         TA          Y
## 222           RFn          3        701         TA         TA          Y
## 223           RFn          2        478         TA         TA          Y
## 224           Fin          2        390         TA         TA          Y
## 225           Fin          2        392         TA         TA          Y
## 226           Fin          2        397         TA         TA          Y
## 227           Fin          2        400         TA         TA          Y
## 228           Fin          2        436         TA         TA          Y
## 229           Fin          2        434         TA         TA          Y
## 233           Fin          2        400         TA         TA          Y
## 234           Fin          2        394         TA         TA          Y
## 235           RFn          2        400         TA         TA          Y
## 237           Fin          2        410         TA         TA          Y
## 238           RFn          3        810         TA         TA          Y
## 240           Fin          2        647         TA         TA          Y
## 242           RFn          3        972         TA         TA          Y
## 243           Fin          3        726         TA         TA          Y
## 244           RFn          3        844         TA         TA          Y
## 245           Fin          2        492         TA         TA          Y
## 246           Fin          3        795         TA         TA          Y
## 247           Fin          2        529         TA         TA          Y
## 248           RFn          2        625         TA         TA          Y
## 249           RFn          3        984         TA         TA          Y
## 250           RFn          2        692         TA         TA          Y
## 251           Fin          3        782         TA         TA          Y
## 252           Fin          2        517         TA         TA          Y
## 253           RFn          3        711         TA         TA          Y
## 254           RFn          2        588         TA         TA          Y
## 255           RFn          2        628         TA         TA          Y
## 256           RFn          2        576         TA         TA          Y
## 257           RFn          2        484         TA         TA          Y
## 258          None          0          0       None       None          Y
## 259           RFn          2        478         TA         TA          Y
## 260           RFn          3        845         TA         TA          Y
## 261           Unf          2        576         TA         TA          Y
## 262          None          0          0       None       None          Y
## 263           Unf          2        576         TA         TA          Y
## 264           RFn          3        788         TA         TA          Y
## 265           RFn          2        559         TA         TA          Y
## 266           RFn          2        528         TA         TA          Y
## 267           RFn          2        542         TA         TA          Y
## 268           RFn          2        495         TA         TA          Y
## 270           Unf          2        612         TA         TA          Y
## 271           Unf          2        400         TA         TA          Y
## 276           Unf          1        252         TA         TA          Y
## 279           Fin          3        704         TA         TA          Y
## 282           Unf          2        440         TA         TA          Y
## 283           Unf          2        506         TA         TA          Y
## 285           RFn          2        540         TA         TA          Y
## 286           Unf          2        527         TA         TA          Y
## 288           RFn          2        515         TA         TA          Y
## 289           RFn          2        502         TA         TA          Y
## 290           Unf          1        336         TA         TA          Y
## 292           Fin          1        312         TA         TA          Y
## 293           Unf          2        440         TA         TA          Y
## 294           RFn          2        498         TA         TA          Y
## 296           Unf          2        396         TA         TA          Y
## 297           Unf          1        308         TA         TA          Y
## 300           RFn          2        610         TA         TA          Y
## 301           Unf          2        520         TA         TA          Y
## 303           Fin          2        368         TA         TA          Y
## 304           RFn          1        330         TA         TA          Y
## 305           Unf          2        550         Gd         TA          Y
## 306           RFn          2        530         TA         TA          Y
## 307           Unf          2        542         TA         TA          Y
## 308           RFn          1        286         TA         TA          Y
## 310           Unf          1        297         TA         TA          Y
## 311           RFn          1        304         TA         TA          Y
## 312           Unf          1        350         TA         TA          Y
## 313           Unf          1        294         TA         TA          Y
## 314           Unf          2        495         TA         Fa          Y
## 315           Unf          1        297         TA         TA          Y
## 316           Unf          2        480         TA         TA          Y
## 317           Unf          1        240         TA         TA          Y
## 318           Unf          1        230         TA         TA          Y
## 319           Fin          1        616         TA         TA          Y
## 320           Unf          2        410         TA         TA          Y
## 321           Fin          1        246         TA         TA          Y
## 322           Unf          1        366         Fa         TA          Y
## 323           Unf          2        720         TA         TA          Y
## 324           Unf          1        281         TA         TA          N
## 325           Unf          1        264         TA         TA          N
## 326           Unf          2        528         TA         TA          Y
## 327           Unf          2        624         TA         TA          Y
## 328          None          0          0       None       None          N
## 329           Fin          2        576         TA         TA          N
## 330           Unf          1        320         TA         TA          Y
## 331           RFn          3        907         TA         TA          Y
## 332           Unf          1        364         TA         TA          Y
## 333           RFn          2        480         TA         TA          Y
## 334           Unf          2        480         TA         TA          Y
## 335           Unf          1        308         TA         TA          Y
## 336           RFn          1        384         TA         TA          Y
## 337           Unf          2        900         TA         TA          Y
## 338           RFn          1        294         TA         TA          Y
## 339           Unf          1        240         TA         TA          Y
## 340           RFn          1        288         TA         TA          Y
## 341           Unf          1        384         TA         TA          Y
## 342           Unf          2        576         TA         TA          Y
## 343           Unf          2        483         TA         TA          Y
## 344           Unf          2        564         TA         TA          Y
## 345           RFn          1        264         TA         TA          Y
## 346           Unf          1        162         Fa         Fa          P
## 347           Unf          2        324         Fa         TA          N
## 348           Unf          2        472         Fa         TA          N
## 349          None          0          0       None       None          N
## 350           Unf          2        400         TA         TA          Y
## 351          None          0          0       None       None          N
## 352          None          0          0       None       None          N
## 353           Unf          1        308         TA         TA          Y
## 354           Unf          2        288         TA         TA          N
## 355           Unf          1        308         TA         Fa          N
## 356           Unf          1        287         TA         TA          Y
## 357           Unf          2        720         TA         TA          N
## 358           Unf          1        357         TA         TA          Y
## 359           Unf          1        280         TA         TA          N
## 361           Unf          1        207         Fa         TA          Y
## 362           Unf          3        640         TA         TA          Y
## 363          None          0          0       None       None          N
## 365           Unf          1        336         TA         TA          N
## 366           Fin          1        320         TA         TA          Y
## 367           Unf          1        264         TA         TA          Y
## 368           Unf          1        250         Fa         TA          Y
## 369           Unf          5       1184         Fa         TA          P
## 370           Unf          2        576         Fa         Fa          Y
## 371           Unf          1        216         TA         TA          N
## 372          None          0          0       None       None          Y
## 373           Unf          1        316         TA         TA          Y
## 375          None          0          0       None       None          N
## 376           Unf          1        384         Fa         TA          Y
## 377          None          0          0       None       None          N
## 378           Unf          1        308         TA         TA          Y
## 379           Unf          1        220         TA         TA          Y
## 380          None          0          0       None       None          Y
## 382           Unf          1        226         Po         Po          N
## 383           Fin          1        668         TA         TA          Y
## 385           Unf          1        384         TA         TA          Y
## 386           RFn          2        480         TA         TA          Y
## 390           Unf          1        340         TA         TA          Y
## 391           Unf          1        240         TA         TA          Y
## 392           RFn          1        252         TA         TA          P
## 393           Fin          1        266         TA         TA          Y
## 394           Unf          2        462         TA         TA          Y
## 395           Unf          2        576         TA         TA          Y
## 396           RFn          2        473         TA         TA          Y
## 397           Unf          2        576         TA         TA          P
## 398           Unf          2        720         TA         TA          Y
## 399           Unf          2        400         TA         TA          Y
## 400           Unf          2        672         TA         TA          Y
## 401           Unf          2        400         TA         TA          Y
## 405           Fin          3       1138         TA         TA          Y
## 406           RFn          3        846         TA         TA          Y
## 407           RFn          3        904         TA         TA          Y
## 408           RFn          2        524         TA         TA          Y
## 409           RFn          2        662         TA         TA          Y
## 410           RFn          3        810         TA         TA          Y
## 411           Fin          3        844         TA         TA          Y
## 412           Fin          2        440         TA         TA          Y
## 414           RFn          1        440         TA         TA          Y
## 415           Fin          2        539         TA         TA          Y
## 416           RFn          2        492         TA         TA          Y
## 417           RFn          2        577         TA         TA          Y
## 418           RFn          2        608         TA         TA          Y
## 420           Unf          2        444         TA         TA          Y
## 421           RFn          3       1231         TA         TA          Y
## 423           RFn          2        550         TA         TA          Y
## 425           Fin          2        521         TA         TA          Y
## 427           Unf          2        511         TA         TA          Y
## 428           RFn          3        810         TA         TA          Y
## 429           Fin          2        440         TA         TA          Y
## 430           Fin          1        544         TA         TA          Y
## 431           Fin          2        525         TA         TA          Y
## 432           Unf          1        320         TA         TA          Y
## 433           RFn          1        195         TA         TA          Y
## 434          None          0          0       None       None          Y
## 435           Unf          1        313         TA         TA          Y
## 436           Unf          1        256         TA         TA          Y
## 437           Unf          1        250         TA         TA          Y
## 438           Unf          1        180         Fa         TA          Y
## 439           Unf          2        440         TA         TA          Y
## 440           Unf          1        215         Fa         TA          Y
## 441           Unf          2        440         TA         TA          Y
## 442           Unf          1        307         TA         TA          Y
## 444           Unf          1        390         TA         TA          Y
## 445           Fin          2        463         TA         TA          Y
## 446           Unf          1        295         TA         TA          Y
## 447           Unf          2        576         TA         TA          Y
## 448           Unf          2        452         TA         TA          Y
## 449           Fin          2        462         TA         TA          Y
## 450           Fin          2        462         TA         TA          Y
## 453           Unf          2        576         TA         TA          Y
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## 1284          0         211           180          0         142        0
## 1285          0           0             0          0           0        0
## 1286          0         154             0          0           0        0
## 1287          0           0             0          0           0        0
## 1288          0           0             0          0           0        0
## 1289          0           0             0          0         288        0
## 1290          0           0             0          0           0        0
## 1291          0           0             0          0         195        0
## 1292          0           0            90          0           0        0
## 1293         75           0             0        323           0        0
## 1294        631          48           148          0           0        0
## 1295          0          28             0          0           0        0
## 1296          0          75           161          0           0        0
## 1297          0           0            75          0         112        0
## 1298          0           0            70          0           0        0
## 1299         49           0           231          0           0        0
## 1300        120           0            96          0           0        0
## 1301        345          75             0          0           0        0
## 1302          0         240             0          0           0        0
## 1303        355          98             0          0         144        0
## 1304          0          68             0          0         227        0
## 1306        199           0           168          0           0        0
## 1307          0           0             0          0           0        0
## 1308          0           0             0          0           0        0
## 1309          0           0             0          0         162        0
## 1310          0           0             0          0           0        0
## 1311          0           0             0          0           0        0
## 1312         96          80             0          0           0        0
## 1313          0          72           167          0           0        0
## 1314          0           0           140          0           0        0
## 1315          0           0             0          0           0        0
## 1316          0          24             0          0           0        0
## 1317        264           0            84          0           0        0
## 1318        280           0            68          0           0        0
## 1319          0           6            28          0           0        0
## 1320          0           0           112          0           0        0
## 1321         50          81           123          0           0        0
## 1322          0           0             0          0         115        0
## 1323          0           0           104          0         225        0
## 1324          0           0             0          0           0        0
## 1325         24           0           296          0           0        0
## 1326          0           0            78          0           0        0
## 1327          0           0             0          0           0        0
## 1328        112           0             0          0           0        0
## 1329          0         341            88          0           0        0
## 1330          0         130           256          0           0        0
## 1331          0           0             0          0           0        0
## 1332          0           0           105          0           0        0
## 1333         27          36            42          0           0        0
## 1334          0          24             0          0           0        0
## 1335          0           0            55          0           0        0
## 1336        168           0           112          0           0        0
## 1337          0           0             0          0           0        0
## 1338        218           0             0          0         210        0
## 1339          0          72            45          0           0        0
## 1340          0           0             0          0           0        0
## 1341          0           0           164          0           0        0
## 1342          0           0             0          0           0        0
## 1343          0         180             0          0           0        0
## 1344          0           0           225          0           0        0
## 1345          0           0           121          0           0        0
## 1346          0         108             0          0           0        0
## 1347          0         120             0          0           0        0
## 1349         77           0             0          0           0        0
## 1350          0          88             0          0           0        0
## 1354         32           0             0          0           0        0
## 1357        238           0           148          0           0        0
## 1358          0           0             0          0           0        0
## 1360        237           0             0          0           0        0
## 1361        264           0             0          0           0        0
## 1362          0          42             0          0         180        0
## 1363        684          80            32          0           0        0
## 1364        453         253           144          0           0        0
## 1365          0         189            36          0         348        0
## 1366          0           0             0          0           0        0
## 1367          0           0             0          0           0        0
## 1368          0         245             0          0         168        0
## 1369        288           0             0          0           0        0
## 1370          0          40             0          0           0        0
## 1371        105          58             0          0           0        0
## 1372          0          32             0          0           0        0
## 1373        176          80             0          0           0        0
## 1374        144          54             0          0           0        0
## 1375        100          45             0          0           0        0
## 1376        144          45             0          0           0        0
## 1377          0          58             0          0           0        0
## 1378          0           0             0          0           0        0
## 1379        413          91             0          0           0        0
## 1381        140          85             0          0           0        0
## 1382        208         107             0          0           0        0
## 1383        406          36             0          0           0        0
## 1384        386           0             0          0           0        0
## 1385          0           0             0          0           0        0
## 1387        176          73             0          0           0        0
## 1389          0         108             0          0           0        0
## 1390        197          80             0          0           0        0
## 1392        128          84             0          0           0        0
## 1393        275         170             0          0           0        0
## 1394        140           0             0          0           0        0
## 1395          0          68             0          0           0        0
## 1396          0         105             0          0           0        0
## 1397        144          36             0          0           0        0
## 1398        136          43             0          0           0        0
## 1399        147           0             0          0           0        0
## 1400          0           0             0          0           0        0
## 1401          0          92             0          0         112        0
## 1402        168          57             0          0           0        0
## 1403         32           0             0          0           0        0
## 1404          0         274             0          0           0        0
## 1405          0          44             0          0           0        0
## 1406          0          40             0          0           0        0
## 1407          0           0             0          0           0        0
## 1408          0           0           208          0           0        0
## 1409          0           0            56          0           0        0
## 1410          0          30             0          0           0        0
## 1411          0           0           112          0           0        0
## 1412          0           0           100          0           0        0
## 1413        212           0             0          0           0        0
## 1414          0           0             0          0           0        0
## 1415          0           0             0          0           0        0
## 1416        530           0            56          0           0        0
## 1417          0           0           164          0           0        0
## 1418          0           0           212          0           0        0
## 1419          0         126             0          0           0        0
## 1420          0           0             0          0           0        0
## 1421          0           0           429          0           0        0
## 1422          0           0             0          0         113        0
## 1423          0           0             0          0           0        0
## 1424          0           0             0          0         104        0
## 1425          0          90             0          0           0        0
## 1426          0           0             0          0         192        0
## 1427        160           0             0          0           0        0
## 1428         96           0           132          0           0        0
## 1429          0           0           112          0           0        0
## 1430        184           0            70          0           0        0
## 1431          0          21             0          0           0        0
## 1432          0           0            23          0           0        0
## 1433          0           0             0          0           0        0
## 1434          0           0             0          0           0        0
## 1435        123          53             0          0         153        0
## 1436        128          53             0          0         155        0
## 1437        136          28             0          0           0        0
## 1438          0           0             0          0           0        0
## 1439        120         100             0          0           0        0
## 1440          0           0             0          0           0        0
## 1443        172          38             0          0           0        0
## 1444        161         225             0          0           0        0
## 1445          0           0           135          0           0        0
## 1446          0          48             0          0           0        0
## 1447        141           0             0          0           0        0
## 1448          0         120             0          0           0        0
## 1450          0           0             0          0           0        0
## 1451          0           0             0          0           0        0
## 1452        160           0             0          0           0        0
## 1453          0           0             0          0           0        0
## 1454          0          34             0          0           0        0
## 1455          0           0             0          0           0        0
## 1456          0          24             0          0           0        0
## 1457        474           0             0          0           0        0
## 1458         80          32             0          0           0        0
## 1459        190          48             0          0           0        0
##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1      None MnPrv        None       0      6   2010       WD        Normal
## 2      None  None        Gar2   12500      6   2010       WD        Normal
## 3      None MnPrv        None       0      3   2010       WD        Normal
## 4      None  None        None       0      6   2010       WD        Normal
## 5      None  None        None       0      1   2010       WD        Normal
## 6      None  None        None       0      4   2010       WD        Normal
## 8      None  None        None       0      5   2010       WD        Normal
## 9      None  None        None       0      2   2010       WD        Normal
## 10     None MnPrv        None       0      4   2010       WD        Normal
## 11     None  None        None       0      6   2010       WD        Normal
## 12     None  None        None       0      2   2010      COD        Normal
## 13     None  None        None       0      3   2010       WD        Normal
## 14     None  None        None       0      6   2010       WD        Normal
## 15     None  None        None       0      6   2010       WD        Normal
## 16     None  None        None       0      1   2010      New       Partial
## 17     None  None        None       0      6   2010      New       Partial
## 18     None  None        None       0      6   2010       WD        Normal
## 19     None  None        None       0      2   2010       WD        Normal
## 20     None  None        None       0      6   2010       WD        Normal
## 21     None  None        None       0      6   2010       WD        Normal
## 22     None  None        None       0      4   2010       WD        Normal
## 23     None  None        None       0      1   2010       WD        Normal
## 24     None  None        None       0      1   2010       WD        Normal
## 25     None  None        None       0      6   2010       WD        Normal
## 26     None  None        None       0      4   2010       WD        Normal
## 27     None  None        None       0      1   2010       WD        Normal
## 28     None  None        None       0      5   2010       WD        Normal
## 29     None  None        None       0      4   2010      New       Partial
## 30     None  None        None       0      5   2010       WD        Normal
## 31     None  None        None       0      4   2010       WD        Normal
## 32     None  None        None       0      4   2010       WD        Normal
## 33     None GdPrv        None       0      4   2010       WD       Abnorml
## 34     None  None        None       0      6   2010       WD        Normal
## 35     None  None        None       0      6   2010       WD        Normal
## 36     None  None        None       0      3   2010       WD        Normal
## 37     None  None        None       0      1   2010       WD        Normal
## 38     None  None        None       0      4   2010    ConLD        Normal
## 39     None  None        None       0      2   2010       WD        Normal
## 40     None  None        None       0      5   2010       WD        Normal
## 43     None  None        None       0      4   2010      New       Partial
## 44     None  None        None       0      4   2010       WD        Normal
## 45     None  None        None       0      4   2010       WD        Normal
## 47     None  None        None       0      3   2010       WD        Normal
## 49     None  GdWo        None       0      6   2010       WD        Normal
## 50     None  None        None       0      4   2010       WD        Normal
## 51     None  None        None       0      4   2010    ConLD        Normal
## 52     None GdPrv        None       0      4   2010       WD        Normal
## 54     None  None        None       0      1   2010      Oth       Abnorml
## 55     None  GdWo        None       0      3   2010       WD        Normal
## 56     None  None        None       0      1   2010       WD        Normal
## 57     None  None        Shed    1500      1   2010       WD        Normal
## 58     None  None        None       0      3   2010       WD        Normal
## 59     None MnPrv        Shed     300      2   2010       WD        Normal
## 61     None  None        None       0      5   2010       WD        Normal
## 62     None  GdWo        None       0      6   2010       WD        Normal
## 63     None  None        None       0      2   2010       WD        Normal
## 64     None  None        None       0      5   2010       WD        Normal
## 65     None  GdWo        None       0      6   2010       WD        Normal
## 66     None  None        None       0      4   2010       WD       Abnorml
## 67     None  None        None       0      4   2010       WD        Normal
## 68     None  GdWo        None       0      5   2010       WD        Normal
## 69     None  None        None       0      6   2010       WD        Normal
## 70     None  None        None       0      5   2010       WD        Normal
## 71     None  None        None       0      1   2010      COD       Abnorml
## 72     None MnPrv        None       0      5   2010       WD        Normal
## 73     None  None        None       0      6   2010       WD        Normal
## 74     None  None        None       0      1   2010       WD        Normal
## 75     None  None        None       0      6   2010       WD        Normal
## 77     None  None        None       0      6   2010       WD       Abnorml
## 78     None  None        None       0      4   2010       WD       Abnorml
## 79     None  None        None       0      4   2010       WD        Normal
## 80     None  None        None       0      6   2010       WD       Abnorml
## 81     None  None        None       0      6   2010       WD        Normal
## 82     None MnPrv        None       0      3   2010       WD        Normal
## 84     None MnPrv        None       0      4   2010       WD        Normal
## 85     None MnPrv        None       0      4   2010       WD       Abnorml
## 86     None  None        None       0      3   2010       WD        Normal
## 87     None  None        None       0      3   2010       WD        Normal
## 88     None  None        None       0      3   2010       WD        Normal
## 89     None  None        None       0      5   2010       WD        Normal
## 90     None MnPrv        None       0      3   2010       WD        Normal
## 91     None  None        None       0      3   2010       WD        Normal
## 92     None GdPrv        None       0      6   2010       WD        Normal
## 93     None  None        None       0      5   2010       WD        Normal
## 94     None GdPrv        None       0      2   2010       WD        Normal
## 95     None  None        None       0      5   2010       WD        Normal
## 96     None  None        None       0      1   2010      COD        Normal
## 97     None  None        None       0      2   2010    ConLD        Normal
## 98     None MnPrv        None       0      3   2010       WD        Normal
## 100    None  None        None       0      6   2010      COD        Normal
## 101    None  None        None       0      5   2010       WD        Normal
## 102    None  None        None       0      6   2010       WD        Normal
## 103    None  None        None       0      5   2010       WD        Normal
## 105    None MnPrv        None       0      3   2010       WD        Normal
## 107    None  None        None       0      6   2010       WD        Normal
## 109    None  None        Shed     450      6   2010       WD        Normal
## 110    None MnPrv        None       0      6   2010       WD        Normal
## 111    None MnPrv        None       0      6   2010       WD        Normal
## 112    None  None        None       0      6   2010       WD        Normal
## 113    None  None        None       0      1   2010      Con       Partial
## 115    None MnPrv        None       0      6   2010       WD        Normal
## 116    None  None        None       0      5   2010       WD        Normal
## 117    None  None        None       0      3   2010       WD        Normal
## 118    None  None        None       0      3   2010       WD        Normal
## 119    None GdPrv        None       0      7   2010       WD        Normal
## 121    None MnPrv        None       0      6   2010       WD        Normal
## 122    None MnPrv        None       0      6   2010       WD        Normal
## 123    None  None        None       0      5   2010       WD        Normal
## 124    None  None        None       0      4   2010       WD        Normal
## 126    None  None        None       0      4   2010    ConLD        Normal
## 127    None MnPrv        None       0      1   2010      Oth       Abnorml
## 128    None MnPrv        None       0      6   2010       WD        Normal
## 129    None  None        None       0      6   2010       WD       Abnorml
## 130    None  None        None       0      6   2010       WD        Normal
## 131    None MnPrv        None       0      5   2010       WD        Normal
## 132    None MnPrv        None       0      5   2010       WD        Normal
## 134    None  None        Shed     500      2   2010       WD        Normal
## 135    None  None        None       0      5   2010       WD        Normal
## 136    None  None        None       0      7   2010       WD        Normal
## 137    None  None        None       0      3   2010       WD        Normal
## 138    None  None        None       0      6   2010       WD        Normal
## 139    None  None        None       0      4   2010       WD        Normal
## 140    None  None        None       0      3   2010       WD        Normal
## 141    None  None        None       0      4   2010    ConLw        Normal
## 142    None MnPrv        None       0      4   2010      COD        Normal
## 143    None  None        None       0      6   2010       WD        Alloca
## 144    None  None        None       0      5   2010       WD        Normal
## 145    None  None        None       0      5   2010       WD        Normal
## 146    None GdPrv        Shed      80      5   2010       WD        Normal
## 148    None  None        None       0      5   2010       WD        Normal
## 149    None  None        None       0      1   2010      New       Partial
## 150    None  None        None       0      4   2010       WD        Normal
## 151    None  None        None       0      6   2010       WD        Normal
## 152    None  None        None       0      3   2010       WD        Normal
## 154    None  None        None       0      5   2010       WD        Normal
## 155    None  None        None       0      3   2010       WD        Normal
## 156    None  None        None       0      6   2010       WD        Normal
## 157    None  None        None       0      6   2010       WD        Normal
## 158    None  None        None       0      6   2010    ConLD        Normal
## 159    None MnPrv        None       0      4   2010       WD        Normal
## 160    None  None        Shed     600      2   2010       WD        Normal
## 161    None  GdWo        None       0      3   2010       WD        Normal
## 162    None  None        None       0      4   2010       WD        Normal
## 163    None  GdWo        None       0      2   2010       WD        Normal
## 164    None  None        None       0      3   2010       WD        Normal
## 165    None  None        None       0     10   2009       WD        Normal
## 166    None  None        None       0      6   2009       WD        Normal
## 167    None  None        None       0      7   2009       WD        Normal
## 169    None  None        Shed     490      6   2009       WD        Normal
## 170    None  None        None       0     11   2009       WD        Normal
## 171    None  None        None       0      7   2009       WD        Normal
## 172    None  None        None       0      9   2009       WD        Normal
## 173    None  None        None       0      2   2009       WD        Normal
## 174    None  None        None       0     10   2009       WD        Normal
## 176    None  None        None       0     11   2009       WD        Normal
## 177    None  None        None       0      7   2009       WD        Normal
## 179    None  None        None       0      8   2009       WD        Normal
## 181    None  None        None       0      5   2009       WD        Normal
## 182    None  None        None       0      6   2009       WD        Normal
## 186    None  GdWo        None       0      4   2009       WD        Normal
## 187    None  None        None       0      8   2009       WD        Normal
## 190    None GdPrv        None       0      9   2009       WD       Abnorml
## 191    None  GdWo        None       0      7   2009       WD        Normal
## 192    None  None        None       0      7   2009       WD        Normal
## 193    None  None        None       0      7   2009       WD        Normal
## 194    None  None        None       0      9   2009       WD        Normal
## 195    None  None        None       0      8   2009       WD        Normal
## 196    None  None        None       0      5   2009       WD        Normal
## 197    None  None        None       0      7   2009       WD        Normal
## 198    None  None        None       0      4   2009       WD        Normal
## 199    None  None        None       0     10   2009       WD        Normal
## 201    None  None        None       0      6   2009       WD        Normal
## 202    None  None        None       0      7   2009      New       Partial
## 203    None  None        None       0      5   2009       WD        Normal
## 204    None  None        None       0      3   2009       WD        Normal
## 205    None  None        None       0      7   2009       WD        Normal
## 206    None  None        None       0      4   2009       WD        Normal
## 207    None  None        None       0      6   2009       WD        Family
## 208    None  None        None       0      6   2009    ConLI        Normal
## 209    None  None        None       0      2   2009       WD        Normal
## 210    None  None        None       0      3   2009       WD        Normal
## 211    None  None        None       0      6   2009       WD        Normal
## 212    None MnPrv        None       0      7   2009       WD        Normal
## 213    None  None        None       0      6   2009       WD        Normal
## 214    None  None        None       0      7   2009       WD        Normal
## 215    None  None        None       0      8   2009       WD        Normal
## 216    None  None        None       0      3   2009       WD        Normal
## 217    None  None        None       0      5   2009       WD        Normal
## 218    None  None        None       0      2   2009       WD       Abnorml
## 219    None  None        None       0      7   2009       WD        Normal
## 220    None  None        None       0      5   2009      New       Partial
## 221    None  None        None       0      4   2009       WD        Normal
## 222    None  None        None       0      9   2009       WD        Normal
## 223    None  None        None       0     11   2009       WD        Normal
## 224    None  None        None       0      6   2009       WD        Normal
## 225    None  None        None       0      7   2009       WD        Normal
## 226    None  None        None       0      8   2009       WD        Normal
## 227    None  None        None       0      8   2009       WD        Normal
## 228    None  None        None       0      9   2009       WD        Normal
## 229    None MnPrv        None       0      7   2009       WD        Normal
## 233    None  None        None       0      5   2009       WD        Normal
## 234    None  None        None       0      6   2009       WD        Normal
## 235    None  None        None       0      3   2009       WD        Normal
## 237    None  None        None       0      6   2009       WD        Normal
## 238    None  None        None       0      9   2009       WD        Normal
## 240    None  None        None       0     11   2009       WD        Normal
## 242    None  None        None       0      9   2009       WD        Normal
## 243    None  None        None       0      9   2009       WD        Normal
## 244    None  None        None       0      3   2009       WD        Normal
## 245    None  None        None       0      9   2009       WD        Normal
## 246    None GdPrv        None       0     10   2009       WD        Normal
## 247    None  None        None       0     10   2009      New       Partial
## 248    None  None        None       0      5   2009       WD        Normal
## 249    None  None        None       0      5   2009       WD        Normal
## 250    None  None        None       0      6   2009       WD        Normal
## 251    None  None        None       0      7   2009       WD        Normal
## 252    None  None        None       0     10   2009      New       Partial
## 253    None  None        None       0      3   2009       WD        Normal
## 254    None  None        None       0      8   2009       WD        Normal
## 255    None  None        None       0      3   2009       WD        Normal
## 256    None  None        None       0      4   2009       WD        Normal
## 257    None  None        None       0      6   2009       WD        Normal
## 258    None  None        None       0      8   2009       WD        Normal
## 259    None  None        None       0      1   2009       WD        Normal
## 260    None  None        None       0      1   2009       WD        Normal
## 261    None  None        None       0      5   2009       WD        Normal
## 262    None  None        None       0      8   2009       WD        Normal
## 263    None  None        None       0      6   2009       WD        Normal
## 264    None  None        None       0      2   2009      New       Partial
## 265    None  None        None       0      4   2009       WD        Normal
## 266    None  None        None       0     11   2009       WD        Normal
## 267    None  None        None       0      2   2009       WD        Normal
## 268    None  None        None       0     10   2009       WD        Normal
## 270    None  None        None       0      5   2009       WD        Normal
## 271    None MnPrv        None       0     11   2009       WD        Normal
## 276    None  None        None       0     10   2009       WD        Normal
## 279    None  None        None       0      7   2009       WD        Normal
## 282    None  None        None       0      8   2009       WD        Normal
## 283    None  None        None       0      9   2009       WD        Normal
## 285    None  None        None       0      6   2009       WD        Normal
## 286    None  None        None       0      1   2009       WD       Abnorml
## 288    None  None        None       0      5   2009       WD        Normal
## 289    None  None        Shed     650      8   2009       WD        Normal
## 290    None MnPrv        None       0      8   2009       WD       Abnorml
## 292    None GdPrv        None       0      6   2009       WD        Normal
## 293    None  None        None       0      3   2009      COD        Normal
## 294    None  None        None       0      5   2009      COD       Abnorml
## 296    None  GdWo        None       0      8   2009       WD        Normal
## 297    None  None        None       0      9   2009       WD        Normal
## 300    None MnPrv        None       0      2   2009       WD        Normal
## 301    None  None        None       0      7   2009      COD       Abnorml
## 303    None  None        None       0      9   2009       WD        Normal
## 304    None MnPrv        None       0      2   2009       WD        Normal
## 305    None MnPrv        None       0      4   2009       WD        Normal
## 306    None GdPrv        None       0      4   2009       WD        Normal
## 307    None  GdWo        None       0      7   2009       WD        Normal
## 308    None  None        None       0      6   2009       WD        Normal
## 310    None  None        None       0      6   2009       WD        Normal
## 311    None  GdWo        None       0     11   2009      COD       Abnorml
## 312    None  GdWo        None       0      7   2009       WD        Normal
## 313    None  None        None       0     11   2009       WD        Family
## 314    None  None        None       0     12   2009       WD        Normal
## 315    None  None        None       0      2   2009       WD        Normal
## 316    None  None        None       0     10   2009       WD        Normal
## 317    None  None        None       0      8   2009       WD        Normal
## 318    None MnPrv        None       0      3   2009       WD        Normal
## 319    None MnPrv        None       0      8   2009    ConLD        Normal
## 320    None  GdWo        None       0     12   2009       WD        Normal
## 321    None  GdWo        None       0      8   2009       WD        Normal
## 322    None  None        None       0      8   2009       WD        Normal
## 323    None  None        None       0      8   2009       WD        Normal
## 324    None  None        None       0      5   2009       WD        Normal
## 325    None  GdWo        None       0     12   2009       WD        Normal
## 326    None  None        None       0      6   2009       WD        Normal
## 327    None  None        None       0      8   2009       WD        Normal
## 328    None  None        None       0      6   2009       WD        Normal
## 329    None  None        None       0      6   2009       WD        Normal
## 330    None  None        None       0     11   2009       WD        Normal
## 331    None  None        None       0      8   2009       WD        Normal
## 332    None  GdWo        None       0      6   2009       WD        Normal
## 333    None MnPrv        None       0      5   2009       WD        Normal
## 334    None  None        Shed     450      9   2009       WD        Normal
## 335    None  None        None       0      4   2009       WD        Normal
## 336    None  None        None       0      4   2009       WD        Normal
## 337    None  None        None       0     12   2009      COD       Abnorml
## 338    None  GdWo        None       0      3   2009       WD        Normal
## 339    None  None        None       0      9   2009       WD        Normal
## 340    None  GdWo        None       0      7   2009       WD        Normal
## 341    None  None        None       0      8   2009       WD        Normal
## 342    None  None        None       0      8   2009      COD       Abnorml
## 343    None  None        None       0      3   2009       WD        Normal
## 344    None  None        None       0     11   2009       WD        Normal
## 345    None  None        None       0      4   2009       WD        Normal
## 346    None  None        None       0      6   2009       WD        Normal
## 347    None  None        None       0      6   2009       WD        Normal
## 348    None MnPrv        None       0      7   2009       WD        Normal
## 349    None  None        None       0      3   2009       WD        Normal
## 350    None MnPrv        None       0     10   2009       WD        Normal
## 351    None  None        None       0     10   2009       WD        Normal
## 352    None  None        None       0      7   2009       WD        Normal
## 353    None MnPrv        None       0      3   2009       WD        Normal
## 354    None  None        None       0     11   2009      Oth        Normal
## 355    None  None        None       0     10   2009       WD        Normal
## 356    None  GdWo        None       0      2   2009       WD        Normal
## 357    None  None        None       0      6   2009       WD        Normal
## 358    None  None        None       0      6   2009       WD        Normal
## 359    None  None        None       0      5   2009       WD        Normal
## 361    None  None        None       0      9   2009    ConLI        Family
## 362    None MnPrv        None       0      9   2009       WD        Normal
## 363    None  None        None       0      9   2009       WD       Abnorml
## 365    None  None        None       0      5   2009       WD        Normal
## 366    None  None        None       0      6   2009       WD        Normal
## 367    None MnPrv        None       0      3   2009       WD       Abnorml
## 368    None  None        None       0      2   2009       WD        Normal
## 369    None  None        None       0      8   2009       WD        Normal
## 370    None  None        None       0      6   2009       WD        Normal
## 371    None  None        Shed     400      6   2009       WD        Normal
## 372    None  None        None       0      9   2009       WD       Abnorml
## 373    None MnPrv        None       0      8   2009       WD        Normal
## 375    None  None        None       0      5   2009       WD        Normal
## 376    None  None        None       0      8   2009       WD        Normal
## 377    None  None        None       0      7   2009      COD       Abnorml
## 378    None  None        None       0      2   2009       WD        Normal
## 379    None  None        None       0      9   2009       WD        Normal
## 380    None  None        None       0      3   2009       WD        Alloca
## 382    None  None        None       0      3   2009       WD        Normal
## 383    None  None        None       0      4   2009       WD       Abnorml
## 385    None  None        None       0      7   2009       WD        Normal
## 386    None MnPrv        None       0      3   2009      COD        Normal
## 390    None GdPrv        None       0      2   2009       WD        Normal
## 391    None  None        None       0      7   2009       WD        Normal
## 392    None MnPrv        None       0      9   2009       WD        Normal
## 393    None  None        None       0      2   2009       WD        Normal
## 394    None  None        None       0      7   2009       WD        Normal
## 395    None  None        Shed     600      9   2009       WD        Normal
## 396    None MnPrv        None       0      8   2009       WD        Normal
## 397    None  None        None       0      6   2009       WD        Normal
## 398    None  None        None       0      6   2009       WD        Alloca
## 399    None GdPrv        None       0      6   2009       WD        Alloca
## 400    None  None        None       0      6   2009       WD        Alloca
## 401    None  None        None       0      6   2009       WD        Alloca
## 405    None  None        None       0      7   2009      New       Partial
## 406    None  None        None       0     11   2009       WD        Normal
## 407    None  None        None       0      6   2009       WD        Normal
## 408    None  None        None       0      4   2009       WD        Normal
## 409    None  None        None       0      5   2009       WD        Normal
## 410    None  None        None       0      3   2009       WD        Normal
## 411    None  None        None       0      3   2009       WD        Normal
## 412    None  None        None       0      7   2009       WD        Normal
## 414    None  None        None       0     10   2009       WD        Normal
## 415    None GdPrv        None       0     12   2009       WD        Normal
## 416    None  None        None       0      4   2009       WD        Normal
## 417    None  None        None       0      4   2009       WD        Normal
## 418    None  None        None       0      7   2009       WD        Family
## 420    None  None        None       0     10   2009       WD        Normal
## 421    None  None        None       0      9   2009       WD        Normal
## 423    None  None        None       0     11   2009       WD        Normal
## 425    None  None        None       0      6   2009       WD        Normal
## 427    None  None        None       0      8   2009       WD        Normal
## 428    None  None        None       0      1   2009       WD        Normal
## 429    None  None        None       0      7   2009       WD        Normal
## 430    None MnPrv        None       0      7   2009       WD        Normal
## 431    None  None        None       0      4   2009       WD        Normal
## 432    None MnPrv        None       0      3   2009       WD        Normal
## 433    None  None        Shed     900      6   2009       WD        Normal
## 434    None  None        None       0      8   2009       WD        Normal
## 435    None  None        None       0      5   2009       WD        Normal
## 436    None  None        None       0      9   2009       WD        Normal
## 437    None  None        None       0      7   2009       WD       Abnorml
## 438    None  None        None       0      3   2009       WD        Normal
## 439    None  None        None       0     10   2009       WD        Normal
## 440    None MnPrv        None       0      5   2009       WD        Normal
## 441    None GdPrv        None       0      2   2009       WD        Normal
## 442    None MnPrv        None       0      6   2009       WD        Normal
## 444    None MnPrv        None       0     10   2009       WD        Family
## 445    None  None        None       0      5   2009       WD        Normal
## 446    None  None        None       0     10   2009       WD        Normal
## 447    None  None        None       0      1   2009       WD        Normal
## 448    None GdPrv        None       0      5   2009       WD        Normal
## 449    None GdPrv        None       0     10   2009       WD        Normal
## 450    None MnPrv        None       0      7   2009       WD        Normal
## 453    None  None        None       0     12   2009       WD        Normal
## 454    None  None        None       0      5   2009       WD        Normal
## 455    None  None        None       0      6   2009      New       Partial
## 456    None  None        None       0      3   2009    ConLD        Normal
## 457    None  None        None       0      5   2009       WD        Normal
## 458    None MnPrv        None       0      4   2009       WD        Normal
## 459    None  GdWo        None       0     11   2009       WD        Normal
## 460    None  None        None       0      4   2009      COD       Abnorml
## 461    None  None        None       0      7   2009       WD        Normal
## 462    None  None        None       0      1   2009       WD        Normal
## 464    None  None        None       0      7   2009       WD        Normal
## 465    None  None        None       0      2   2009       WD       Abnorml
## 466    None  None        None       0      5   2009       WD        Normal
## 467    None MnPrv        None       0      4   2009       WD        Normal
## 468    None  None        None       0      3   2009       WD        Normal
## 469    None MnPrv        None       0      7   2009       WD        Normal
## 470    None  None        Shed     700      8   2009       WD        Normal
## 471    None GdPrv        None       0      6   2009       WD        Normal
## 472    None  None        None       0      7   2009       WD        Normal
## 473    None MnPrv        None       0      4   2009       WD        Normal
## 474    None  None        None       0      4   2008       WD        Normal
## 475    None  None        None       0     10   2008       WD        Normal
## 476    None  None        None       0      5   2008       WD        Normal
## 478    None  None        None       0     11   2008       WD        Normal
## 479    None  None        None       0      7   2008       WD        Normal
## 480    None  None        None       0      8   2008       WD        Normal
## 481    None  None        None       0      4   2008       WD        Family
## 483    None  None        None       0      4   2008       WD        Normal
## 484    None  None        None       0      7   2008       WD        Normal
## 485    None  None        None       0      9   2008       WD        Normal
## 487    None  None        None       0      7   2008       WD        Normal
## 489    None  None        None       0      6   2008       WD        Normal
## 491    None  None        None       0      8   2008       WD        Normal
## 492    None  None        None       0      3   2008       WD        Normal
## 493    None MnPrv        None       0     11   2008       WD        Normal
## 494    None  None        None       0      3   2008       WD        Normal
## 495    None  None        None       0      6   2008       WD        Normal
## 497    None  GdWo        None       0      4   2008       WD        Normal
## 499    None  None        None       0      6   2008       WD        Normal
## 500    None  None        None       0      9   2008      COD        Normal
## 501    None  None        None       0      5   2008       WD        Normal
## 502    None  None        None       0      2   2008       WD        Normal
## 503    None  None        None       0      4   2008       WD        Normal
## 504    None  None        None       0     12   2008       WD        Normal
## 505    None  None        None       0      5   2008       WD        Normal
## 506    None  None        None       0      9   2008       WD        Normal
## 507    None  None        None       0      1   2008      New       Partial
## 508    None  None        None       0      8   2008       WD        Normal
## 509    None  None        None       0      5   2008       WD        Normal
## 510    None  None        None       0     10   2008       WD       Abnorml
## 511    None  None        None       0      6   2008       WD        Normal
## 512    None  None        None       0      8   2008       WD        Normal
## 513    None  None        None       0      6   2008       WD        Normal
## 514    None  None        None       0      7   2008       WD        Normal
## 515      Ex  None        None       0      2   2008       WD        Normal
## 516    None  None        None       0      6   2008       WD        Normal
## 517    None  None        None       0      1   2008       WD        Normal
## 518    None  None        None       0      7   2008       WD        Normal
## 519    None  None        None       0     11   2008      New       Partial
## 520    None  None        None       0      6   2008       WD        Normal
## 521    None  None        None       0      6   2008      New       Partial
## 522    None  None        None       0      6   2008       WD        Normal
## 523    None  None        None       0      2   2008       WD        Normal
## 524    None  None        None       0     10   2008       WD        Normal
## 527    None  None        None       0      3   2008      New       Partial
## 528    None  None        None       0      7   2008       WD        Normal
## 531    None  None        None       0     11   2008      New       Partial
## 532    None  None        None       0      7   2008       WD        Normal
## 534    None  None        None       0      5   2008       WD        Normal
## 535    None  None        None       0      5   2008       WD        Normal
## 536    None  None        None       0      9   2008       WD        Normal
## 538    None  None        None       0      7   2008       WD        Normal
## 539    None  None        None       0      6   2008       WD        Normal
## 541    None  None        None       0      7   2008       WD        Normal
## 542    None  None        None       0      5   2008       WD        Normal
## 543    None  None        None       0      7   2008       WD        Normal
## 544    None  None        None       0      2   2008      New       Partial
## 545    None  None        None       0      8   2008       WD        Normal
## 546    None  None        None       0      7   2008      New       Partial
## 547    None  None        None       0      6   2008       WD        Normal
## 548    None  None        None       0      4   2008      New       Partial
## 549    None  None        None       0      7   2008       WD        Normal
## 550    None  None        None       0      7   2008       WD        Normal
## 551    None  None        None       0      6   2008       WD        Normal
## 552    None  None        None       0      3   2008       WD        Normal
## 553    None  None        None       0      4   2008       WD        Normal
## 554    None  None        None       0     10   2008       WD        Normal
## 555    None  None        Shed    2000     11   2008       WD        Normal
## 556    None  None        None       0      9   2008       WD        Normal
## 557    None  None        None       0      5   2008       WD        Normal
## 558    None MnPrv        Shed     400      8   2008       WD        Normal
## 559    None  None        None       0      7   2008       WD        Normal
## 560    None  None        None       0      4   2008       WD        Normal
## 561    None  None        Shed     650      1   2008      COD       Abnorml
## 562    None  None        None       0      7   2008       WD        Normal
## 563    None GdPrv        None       0      7   2008       WD        Normal
## 565    None  None        None       0      6   2008       WD        Normal
## 566    None  None        None       0      6   2008       WD        Normal
## 567    None  None        None       0      5   2008       WD        Normal
## 568    None  None        None       0      3   2008       WD       Abnorml
## 569    None  None        None       0      4   2008       WD        Normal
## 572    None  None        None       0      9   2008       WD        Normal
## 573    None  None        None       0      6   2008       WD        Normal
## 574    None  None        None       0      6   2008       WD        Normal
## 575    None  None        None       0      6   2008       WD        Normal
## 576    None  None        None       0     12   2008       WD        Normal
## 577    None  None        None       0     12   2008    ConLD        Normal
## 578    None  None        None       0      2   2008       WD        Normal
## 579    None  None        None       0      8   2008       WD        Normal
## 581    None  GdWo        None       0      5   2008       WD        Normal
## 584    None  GdWo        None       0     10   2008       WD        Family
## 586    None  None        None       0      8   2008    ConLD        Normal
## 587    None  None        None       0      6   2008       WD        Normal
## 588    None  None        None       0      7   2008       WD        Normal
## 589    None  None        None       0     11   2008       WD        Normal
## 591    None  GdWo        None       0      3   2008       WD        Normal
## 592    None  None        None       0      5   2008      COD       Abnorml
## 594    None  None        None       0      9   2008       WD        Normal
## 595    None MnPrv        None       0      2   2008       WD        Normal
## 596    None  None        None       0      9   2008       WD        Normal
## 597    None MnPrv        None       0      6   2008       WD        Normal
## 598    None MnPrv        None       0      8   2008       WD        Normal
## 599    None  None        None       0      5   2008       WD        Normal
## 600    None  None        None       0      6   2008       WD        Normal
## 601    None  None        None       0      5   2008       WD        Normal
## 602    None  None        None       0      4   2008       WD        Normal
## 603    None MnPrv        None       0      5   2008       WD        Normal
## 604    None  None        None       0      5   2008       WD        Normal
## 606    None  None        Shed    1500      9   2008       WD        Normal
## 607    None  None        None       0     10   2008       WD        Normal
## 608    None  None        None       0      1   2008       WD        Normal
## 609    None GdPrv        None       0      8   2008       WD        Normal
## 610    None  None        None       0      5   2008       WD        Normal
## 611    None  None        None       0      7   2008       WD        Normal
## 612    None  GdWo        None       0      6   2008       WD        Normal
## 613    None  GdWo        Shed     450      6   2008       WD        Normal
## 614    None MnPrv        Othr    6500      4   2008       WD        Normal
## 616    None  None        None       0      2   2008       WD       Abnorml
## 617    None  None        None       0      5   2008       WD        Normal
## 618    None  None        None       0     11   2008       WD        Normal
## 619    None  GdWo        None       0      9   2008       WD        Normal
## 620    None  GdWo        None       0      6   2008       WD        Normal
## 621    None  MnWw        None       0      4   2008       WD        Normal
## 622    None  None        None       0     11   2008       WD       Abnorml
## 623    None  None        None       0      3   2008       WD        Normal
## 624    None  None        None       0      7   2008       WD        Normal
## 625    None  None        None       0      5   2008      COD        Normal
## 626    None  None        None       0     12   2008       WD       Abnorml
## 627    None  None        None       0      7   2008       WD        Normal
## 628    None  None        None       0      1   2008       WD        Normal
## 629    None MnPrv        None       0      8   2008       WD        Normal
## 630    None  None        None       0      6   2008       WD        Normal
## 631    None  None        None       0      6   2008       WD        Normal
## 632    None  None        None       0      5   2008       WD        Normal
## 633    None  None        None       0      6   2008       WD        Normal
## 634    None  None        None       0      2   2008       WD        Normal
## 635    None  None        None       0      5   2008      Con        Normal
## 636    None  None        None       0      9   2008       WD        Normal
## 637    None  None        None       0      9   2008       WD        Normal
## 638    None  None        None       0      6   2008       WD        Normal
## 639    None  None        None       0      3   2008       WD       Abnorml
## 640    None MnPrv        None       0     12   2008       WD       Abnorml
## 641    None  None        None       0      2   2008       WD        Normal
## 642    None MnPrv        None       0      3   2008       WD        Normal
## 643    None  None        None       0      5   2008       WD        Normal
## 644    None  None        None       0      4   2008       WD        Normal
## 645    None  None        None       0      2   2008       WD        Normal
## 646    None  None        None       0     11   2008    ConLD        Normal
## 647    None  None        None       0     12   2008       WD        Normal
## 648    None  None        None       0      6   2008       WD        Normal
## 649    None  None        None       0      5   2008       WD        Normal
## 650    None GdPrv        None       0      7   2008       WD        Normal
## 653    None  None        None       0      5   2008       WD        Normal
## 654    None MnPrv        Shed     400      4   2008       WD        Normal
## 655    None GdPrv        None       0      7   2008       WD        Normal
## 656    None  None        None       0      7   2008       WD        Normal
## 657    None GdPrv        None       0      5   2008       WD        Normal
## 658    None  None        None       0      4   2008       WD        Normal
## 659    None  None        None       0      4   2008       WD        Normal
## 660    None MnPrv        None       0      4   2008       WD        Normal
## 661    None MnPrv        None       0      4   2008    ConLD       Abnorml
## 662    None  None        None       0      8   2008       WD        Normal
## 664    None MnPrv        None       0      1   2008       WD        Normal
## 665    None  None        None       0     10   2008       WD        Normal
## 666    None  None        None       0      3   2008       WD        Normal
## 667    None MnPrv        Shed    1000      9   2008       WD        Normal
## 668    None  None        None       0      6   2008       WD        Normal
## 670    None  None        None       0      5   2008      COD       Abnorml
## 671    None  None        None       0     11   2008      COD        Normal
## 673    None  None        None       0      7   2008       WD        Normal
## 674    None MnPrv        None       0      8   2008       WD        Family
## 675    None  None        None       0      8   2008    ConLD        Family
## 676    None  None        None       0      5   2008       WD        Normal
## 677    None  None        None       0      9   2008       WD       Abnorml
## 679    None  None        None       0     12   2008       WD        Normal
## 680    None MnPrv        Shed     600      7   2008       WD        Normal
## 684    None  None        None       0      1   2008       WD        Alloca
## 685    None  None        None       0      5   2008       WD        Normal
## 686    None  None        None       0      6   2008       WD        Normal
## 688    None MnPrv        None       0      6   2008       WD        Normal
## 690    None  None        None       0      4   2008       WD        Normal
## 691    None  None        None       0      1   2008       WD        Normal
## 692    None  None        None       0      1   2008       WD        Normal
## 693    None MnPrv        None       0      7   2008       WD        Normal
## 694    None  None        None       0      4   2008       WD        Normal
## 695    None  GdWo        None       0     11   2008       WD        Normal
## 697    None  None        None       0      4   2008       WD        Normal
## 699    None  None        None       0      2   2008       WD        Normal
## 700    None  None        None       0      3   2008      New       Partial
## 701    None  None        None       0      5   2008       WD        Normal
## 702    None  None        None       0      6   2008       WD       Abnorml
## 703    None  None        None       0     12   2008      New       Partial
## 706    None  None        None       0      8   2008       WD        Normal
## 709    None  None        None       0      6   2008       WD        Normal
## 710    None  None        Shed    4500      5   2008       WD        Normal
## 713    None  None        None       0      8   2008       WD        Normal
## 717    None  None        None       0      8   2008       WD        Normal
## 718    None  None        None       0      6   2008       WD        Normal
## 720    None  None        None       0      7   2008       WD       Abnorml
## 721    None  None        None       0      6   2008       WD        Normal
## 722    None  None        None       0      2   2008       WD        Normal
## 723    None  None        None       0      6   2008       WD        Normal
## 724    None MnPrv        None       0      4   2008      COD       Abnorml
## 725    None  None        None       0      4   2008       WD        Family
## 726    None  None        None       0      5   2008       WD        Normal
## 728    None MnPrv        None       0      2   2008       WD        Normal
## 729    None  None        None       0      7   2008       WD        Normal
## 730    None  None        None       0      6   2008       WD       AdjLand
## 731    None  None        None       0      7   2008       WD        Normal
## 732    None  None        None       0      5   2008       WD        Normal
## 733    None  None        None       0      1   2008       WD        Family
## 734    None  None        None       0      4   2008       WD        Normal
## 735    None MnPrv        Gar2    3000      5   2008       WD        Normal
## 736    None  None        None       0     11   2008       WD       Abnorml
## 737    None  None        None       0      6   2008       WD        Normal
## 738    None  None        None       0      4   2008       WD        Normal
## 739    None  None        None       0      7   2008       WD       Abnorml
## 740    None MnPrv        None       0      7   2008       WD        Normal
## 741    None  None        Shed     400      1   2008       WD        Normal
## 742    None GdPrv        None       0      6   2008       WD        Normal
## 746    None MnPrv        None       0      5   2008       WD        Normal
## 747    None  None        None       0      6   2008       WD        Alloca
## 748    None  None        None       0      4   2008       WD        Normal
## 749    None MnPrv        None       0      4   2008       WD        Normal
## 750    None GdPrv        None       0     12   2008       WD        Normal
## 751    None MnPrv        None       0      7   2008       WD        Normal
## 752    None  None        None       0      7   2008       WD        Normal
## 753    None  None        None       0      7   2008       WD        Normal
## 754    None MnPrv        None       0      7   2008       WD        Normal
## 755    None  None        None       0      5   2008       WD        Normal
## 756    None  None        None       0      1   2008       WD        Normal
## 757    None  None        None       0      2   2008       WD       Abnorml
## 758    None  None        None       0      7   2008       WD        Normal
## 759    None  None        None       0      5   2008       WD        Normal
## 760    None  None        None       0      6   2008       WD        Normal
## 761    None  None        None       0      8   2008      New       Partial
## 762    None  None        None       0      7   2008       WD        Normal
## 765    None  None        None       0     11   2008       WD       Abnorml
## 766    None  None        None       0      7   2008       WD        Normal
## 767    None  None        None       0      7   2008       WD        Normal
## 768    None  None        None       0      4   2008       WD        Normal
## 769    None  None        None       0      1   2008      New       Partial
## 770    None  None        None       0      4   2008       WD        Normal
## 771    None  None        None       0     10   2008      New       Partial
## 772    None  None        None       0      7   2008       WD        Normal
## 773    None  None        None       0      3   2008       WD        Normal
## 774    None  None        None       0      6   2008       WD        Normal
## 776    None  None        None       0      1   2008       WD        Normal
## 777    None  None        None       0      6   2008       WD        Normal
## 778    None  None        None       0     11   2008       WD        Alloca
## 779    None  None        None       0      2   2008       WD       Abnorml
## 780    None  None        None       0      4   2008       WD        Normal
## 781    None  None        None       0     11   2008    ConLD        Normal
## 783    None  None        None       0      5   2008       WD        Normal
## 784    None  None        None       0      6   2008       WD        Normal
## 785    None  GdWo        None       0      7   2008       WD        Normal
## 787    None  None        None       0      3   2008       WD        Normal
## 788    None  GdWo        None       0      4   2008       WD        Normal
## 789    None  None        None       0      7   2008       WD        Normal
## 790    None  None        None       0      4   2008       WD        Normal
## 792    None  None        None       0      3   2007       WD        Normal
## 793    None  None        None       0      3   2007       WD        Normal
## 796    None  None        None       0      8   2007       WD        Normal
## 797    None  None        None       0      8   2007       WD        Normal
## 800    None MnPrv        None       0      3   2007       WD        Alloca
## 801    None  None        None       0     10   2007       WD        Normal
## 802    None  None        None       0      8   2007       WD        Normal
## 803    None  None        None       0      7   2007       WD        Normal
## 804    None  None        None       0      6   2007      New       Partial
## 805    None  None        None       0     11   2007       WD        Normal
## 806    None  None        None       0      3   2007       WD        Normal
## 807    None  None        None       0      1   2007       WD        Normal
## 808    None  None        None       0     10   2007      New       Partial
## 810    None  None        None       0      3   2007       WD        Normal
## 811    None  None        None       0      9   2007       WD        Normal
## 812    None  None        None       0      3   2007       WD        Normal
## 813    None MnPrv        None       0      8   2007       WD        Normal
## 814    None  None        None       0      8   2007       WD        Normal
## 815    None  None        None       0      9   2007       WD        Normal
## 816    None  None        None       0      2   2007       WD        Normal
## 817    None  None        None       0     11   2007       WD        Normal
## 818    None  GdWo        None       0      9   2007       WD        Normal
## 819    None  None        None       0     10   2007       WD        Normal
## 821    None  None        None       0      7   2007       WD        Normal
## 822    None  None        None       0     10   2007       WD        Normal
## 823    None  None        None       0      2   2007       WD        Normal
## 824    None  None        None       0     12   2007       WD        Normal
## 825    None  None        None       0      4   2007       WD        Normal
## 826    None  None        None       0     11   2007       WD        Normal
## 827    None  None        None       0      8   2007      New       Partial
## 828    None  None        None       0      6   2007      New       Partial
## 829    None  None        None       0     11   2007      New       Partial
## 830    None  None        None       0     12   2007      New       Partial
## 831    None  None        None       0      3   2007      New       Partial
## 832    None  None        None       0      8   2007       WD        Normal
## 833    None  None        None       0     10   2007      New       Partial
## 834    None  None        None       0      5   2007       WD        Normal
## 835    None  None        None       0      8   2007      New       Partial
## 836    None  None        None       0      6   2007      New       Partial
## 837    None  None        None       0      9   2007      New       Partial
## 838    None  None        None       0      6   2007       WD        Normal
## 839    None  None        None       0      8   2007       WD        Normal
## 840    None  None        None       0      1   2007       WD        Normal
## 842    None  None        None       0      5   2007       WD        Normal
## 843    None  None        None       0      1   2007       WD        Normal
## 844    None  None        None       0      2   2007      New       Partial
## 845    None  None        None       0      8   2007      New       Partial
## 846    None  None        None       0      5   2007       WD        Normal
## 847    None  None        None       0      6   2007       WD        Normal
## 848    None  None        None       0      5   2007      CWD        Normal
## 849    None  None        None       0      5   2007       WD        Normal
## 850    None  None        None       0      9   2007      New       Partial
## 851    None  None        None       0      3   2007       WD        Normal
## 852    None  None        None       0      5   2007      New       Partial
## 853    None  None        None       0      6   2007       WD        Normal
## 854    None  None        None       0      5   2007      New       Partial
## 855    None  None        None       0      3   2007      New       Partial
## 856    None  None        None       0      6   2007      New       Partial
## 857    None  None        Shed    2000      6   2007       WD        Normal
## 858    None  None        None       0     12   2007      New       Partial
## 859    None  None        None       0      7   2007      New       Partial
## 860    None  None        None       0      8   2007      New       Partial
## 862    None  None        None       0      8   2007      New       Partial
## 863    None  None        None       0      4   2007       WD        Normal
## 864    None  None        None       0      6   2007       WD        Family
## 865    None  None        None       0      4   2007      New       Partial
## 867    None  None        None       0      7   2007       WD        Normal
## 869    None  None        None       0      6   2007       WD        Normal
## 870    None  None        None       0      5   2007       WD        Normal
## 871    None  None        None       0      6   2007       WD        Normal
## 872    None  None        None       0      7   2007       WD        Normal
## 873    None  None        None       0      1   2007       WD        Normal
## 874    None  None        None       0      5   2007       WD        Normal
## 875    None  None        None       0      9   2007       WD        Normal
## 876    None  None        None       0      5   2007       WD        Normal
## 877    None  None        None       0      9   2007      New       Partial
## 878    None  None        None       0      7   2007      New       Partial
## 879    None  None        None       0      1   2007       WD        Family
## 880    None  None        None       0     10   2007      New       Partial
## 881    None  None        None       0      9   2007      New       Partial
## 882    None  None        None       0     12   2007       WD        Normal
## 883    None  None        None       0      4   2007       WD        Normal
## 884    None  None        None       0      7   2007       WD        Family
## 885    None  None        None       0      3   2007       WD        Normal
## 886    None  None        None       0     11   2007      New       Partial
## 887    None  None        None       0      6   2007      New       Partial
## 888    None  None        None       0     11   2007      New       Partial
## 889    None  None        None       0      7   2007      New       Partial
## 890    None  None        None       0     12   2007      New       Partial
## 891    None  None        None       0      5   2007      New       Partial
## 892    None  None        None       0      4   2007       WD        Normal
## 893    None  None        None       0      6   2007       WD        Normal
## 894    None  None        None       0      6   2007      New       Partial
## 895    None  None        None       0     10   2007       WD        Normal
## 896    None  None        None       0      5   2007       WD        Normal
## 897    None  None        None       0      6   2007       WD        Normal
## 899    None MnPrv        None       0      7   2007       WD        Normal
## 900    None  None        None       0      3   2007       WD        Normal
## 901    None  None        None       0      6   2007       WD        Normal
## 903    None  None        None       0      8   2007       WD        Normal
## 904    None  None        None       0      1   2007       WD       Abnorml
## 905    None  None        None       0      7   2007       WD        Normal
## 906    None  None        None       0      2   2007      New       Partial
## 907    None  None        None       0      2   2007      New       Partial
## 908    None  None        None       0      8   2007      New       Partial
## 909    None  None        None       0      7   2007      New       Partial
## 910    None  None        None       0      9   2007       WD        Normal
## 911    None  None        None       0      9   2007       WD        Normal
## 912    None  None        None       0     12   2007      COD        Normal
## 914    None  None        None       0      6   2007       WD        Normal
## 915    None  None        None       0      5   2007       WD        Normal
## 916    None  None        None       0      3   2007       WD        Normal
## 917    None  None        None       0      3   2007       WD        Normal
## 918    None  None        None       0      9   2007      CWD        Normal
## 919    None  None        None       0      6   2007       WD        Normal
## 921    None  None        None       0      4   2007       WD        Normal
## 922    None  None        None       0      5   2007       WD        Normal
## 923    None  None        None       0      7   2007       WD        Normal
## 924    None  None        None       0      8   2007       WD        Normal
## 925    None MnPrv        Shed     400     11   2007       WD        Normal
## 926    None  None        None       0      2   2007      COD        Normal
## 927    None  None        None       0      3   2007       WD        Normal
## 929    None  GdWo        None       0      1   2007       WD        Normal
## 931    None GdPrv        None       0      2   2007       WD        Normal
## 932    None  None        None       0      1   2007       WD        Normal
## 933    None MnPrv        None       0     10   2007      CWD        Normal
## 934    None GdPrv        None       0      5   2007       WD        Normal
## 935    None MnPrv        None       0      7   2007       WD        Normal
## 938    None MnPrv        None       0     10   2007       WD        Normal
## 939    None MnPrv        None       0      4   2007       WD        Normal
## 940    None MnPrv        Shed    2000      7   2007       WD        Normal
## 941    None  None        None       0      7   2007      COD        Normal
## 942    None MnPrv        None       0     10   2007       WD        Normal
## 943    None  None        None       0      5   2007       WD        Normal
## 945    None  None        None       0      5   2007       WD        Normal
## 946    None  None        None       0      9   2007       WD        Normal
## 947    None  None        None       0     12   2007       WD        Normal
## 948    None  None        None       0      7   2007       WD        Normal
## 949    None  None        None       0      6   2007       WD        Normal
## 950    None  None        None       0      4   2007       WD        Normal
## 951    None  GdWo        None       0      4   2007       WD        Normal
## 952    None  None        None       0      6   2007      COD        Normal
## 953    None  None        None       0      8   2007       WD        Normal
## 954    None  None        None       0      7   2007       WD        Normal
## 955    None  None        None       0     12   2007       WD        Normal
## 956    None  None        None       0      4   2007       WD        Normal
## 957    None MnPrv        None       0      6   2007       WD        Normal
## 958    None  None        None       0      6   2007       WD        Normal
## 959    None  None        None       0      8   2007       WD        Normal
## 960    None  GdWo        None       0      3   2007       WD        Normal
## 961    None GdPrv        None       0      2   2007       WD        Normal
## 963    None  None        None       0      4   2007       WD        Normal
## 965    None  None        None       0     11   2007       WD        Family
## 966    None  None        None       0      8   2007       WD       Abnorml
## 967    None  None        None       0      7   2007       WD        Normal
## 968    None MnPrv        None       0     10   2007       WD        Normal
## 969    None  None        None       0      2   2007      COD       Abnorml
## 970    None  None        None       0      8   2007       WD        Normal
## 971    None  None        None       0     11   2007       WD        Normal
## 973    None  None        None       0      3   2007       WD        Normal
## 974    None  None        None       0      5   2007       WD        Family
## 975    None MnPrv        None       0     11   2007       WD        Normal
## 976    None  None        None       0      7   2007       WD        Normal
## 977    None  None        None       0     12   2007       WD        Normal
## 978    None  None        None       0     10   2007       WD        Normal
## 979    None  None        None       0      4   2007       WD        Normal
## 980    None  None        None       0      7   2007       WD        Normal
## 981    None MnPrv        None       0      2   2007       WD        Normal
## 982    None  None        None       0      7   2007       WD        Normal
## 983    None  None        None       0      5   2007       WD        Normal
## 984    None MnPrv        None       0      6   2007       WD        Normal
## 985    None  None        None       0      5   2007    ConLw        Normal
## 986    None MnPrv        None       0      5   2007       WD        Normal
## 988    None  None        None       0      3   2007       WD       Abnorml
## 989    None  None        None       0      6   2007       WD        Normal
## 990    None  None        None       0     11   2007       WD        Normal
## 991    None MnPrv        None       0      7   2007       WD       Partial
## 992    None MnPrv        None       0      2   2007       WD        Normal
## 993    None  None        None       0      5   2007       WD        Normal
## 994    None  None        None       0      5   2007       WD        Normal
## 995    None  None        None       0      8   2007       WD        Normal
## 996    None  None        None       0      3   2007       WD        Normal
## 997    None  None        None       0      3   2007      CWD        Normal
## 998    None  GdWo        None       0      2   2007       WD        Normal
## 999    None MnPrv        None       0      7   2007       WD        Normal
## 1001   None MnPrv        None       0      7   2007       WD        Normal
## 1002   None GdPrv        None       0      7   2007       WD        Normal
## 1003   None  None        None       0      8   2007       WD        Normal
## 1004   None MnPrv        None       0      5   2007       WD        Normal
## 1005   None  None        None       0      2   2007       WD        Normal
## 1006   None  None        None       0     10   2007    ConLw        Family
## 1008   None MnPrv        None       0      9   2007       WD       AdjLand
## 1009   None MnPrv        None       0      9   2007       WD       AdjLand
## 1010   None  None        None       0      4   2007       WD        Normal
## 1011   None  None        None       0      4   2007       WD        Normal
## 1012   None  None        None       0      5   2007       WD        Normal
## 1013   None  None        None       0      2   2007      COD       Abnorml
## 1014   None  None        None       0      9   2007      COD       Abnorml
## 1015   None  None        None       0      4   2007       WD        Normal
## 1016   None MnPrv        None       0      7   2007       WD        Normal
## 1017   None MnPrv        None       0      3   2007       WD        Normal
## 1018   None  None        None       0     11   2007       WD        Normal
## 1019   None MnPrv        None       0      7   2007       WD        Normal
## 1020   None  None        None       0      5   2007       WD        Normal
## 1022   None GdPrv        None       0      5   2007       WD        Normal
## 1023   None  None        None       0      1   2007       WD        Normal
## 1026   None  None        None       0     12   2007       WD        Normal
## 1027   None  None        Shed     500      5   2007       WD        Normal
## 1028   None MnPrv        None       0      7   2007       WD        Normal
## 1029   None  None        None       0     10   2007       WD        Normal
## 1030   None  None        None       0     10   2007       WD        Normal
## 1035   None  None        None       0      7   2007       WD        Normal
## 1036   None  None        None       0      7   2007       WD        Normal
## 1037   None  None        None       0      5   2007       WD        Normal
## 1038   None  None        None       0      5   2007       WD        Normal
## 1040   None  None        None       0      7   2007       WD        Normal
## 1041   None  None        None       0      4   2007       WD        Normal
## 1042   None  None        None       0      7   2007       WD        Normal
## 1043   None MnPrv        None       0      3   2007       WD        Normal
## 1044   None  None        None       0      4   2007       WD        Normal
## 1045   None  None        None       0      7   2007      CWD        Normal
## 1046   None  None        None       0      9   2007      New       Partial
## 1047   None  None        None       0      6   2007      New       Partial
## 1048   None  None        None       0      9   2007      New       Partial
## 1049   None  None        None       0      6   2007       WD        Normal
## 1050   None  None        None       0      6   2007       WD        Normal
## 1051   None  None        None       0      7   2007       WD        Normal
## 1052   None  None        None       0     10   2007       WD        Normal
## 1054   None  None        None       0      5   2007       WD        Normal
## 1056   None  None        None       0      5   2007       WD        Normal
## 1057   None  None        None       0      7   2007       WD        Normal
## 1058   None GdPrv        None       0      7   2007       WD        Normal
## 1059   None  None        None       0      3   2007       WD        Normal
## 1060   None  None        None       0      3   2007       WD        Normal
## 1061   None  None        None       0      2   2007       WD        Normal
## 1063   None  None        None       0      8   2007       WD        Family
## 1064   None  None        None       0      7   2007       WD        Normal
## 1065   None MnPrv        None       0      6   2007       WD        Normal
## 1066   None MnPrv        None       0      1   2007       WD        Normal
## 1067   None MnPrv        None       0      1   2007       WD        Normal
## 1068   None  None        None       0      9   2007      Con        Normal
## 1069   None  None        None       0      9   2007       WD        Normal
## 1070   None  None        None       0     10   2007       WD        Normal
## 1072   None  None        None       0      6   2007       WD        Normal
## 1073   None  None        None       0      8   2007       WD        Normal
## 1074   None  None        None       0      6   2007       WD        Normal
## 1077   None  None        None       0      1   2007       WD        Normal
## 1078   None  None        None       0      6   2007      New       Partial
## 1079   None  None        None       0     10   2007       WD        Normal
## 1080   None  None        None       0      7   2007      New       Partial
## 1081   None  None        None       0      5   2007       WD        Normal
## 1082   None  None        None       0      6   2007       WD        Normal
## 1083   None  None        Shed     450      8   2007       WD       Abnorml
## 1084   None  None        None       0      6   2007      COD        Normal
## 1085   None  None        None       0      7   2007       WD        Normal
## 1086   None GdPrv        None       0      6   2007       WD        Normal
## 1087   None  None        None       0      4   2007       WD        Normal
## 1089   None  None        None       0      5   2007       WD        Normal
## 1090   None  None        None   17000     10   2007      New       Partial
## 1091   None  None        None       0      5   2007       WD        Normal
## 1092   None  None        None       0     12   2007       WD        Normal
## 1093   None  None        None       0      9   2007       WD        Normal
## 1094   None  GdWo        None       0      7   2007       WD       Abnorml
## 1095   None  None        None       0      8   2007       WD        Normal
## 1096   None MnPrv        None       0      7   2007       WD        Normal
## 1097   None  None        None       0     10   2007      COD        Family
## 1098   None  None        Shed    1512      1   2007       WD       AdjLand
## 1099   None MnPrv        None       0      4   2007       WD        Normal
## 1100   None  None        None       0      8   2007       WD        Normal
## 1101   None MnPrv        None       0      6   2007       WD        Normal
## 1102   None  None        None       0      4   2007      CWD        Normal
## 1103   None MnPrv        None       0      7   2007       WD        Normal
## 1104   None GdPrv        None       0     10   2007       WD        Normal
## 1105   None  None        None       0      6   2007       WD        Normal
## 1106   None  None        None       0     11   2007       WD        Normal
## 1107   None MnPrv        None       0     10   2007       WD        Normal
## 1110   None MnPrv        None       0     12   2007       WD        Normal
## 1112   None  None        None       0      3   2007       WD        Normal
## 1114     Ex  None        None       0      8   2007       WD        Normal
## 1115   None MnPrv        None       0      5   2007       WD        Normal
## 1116   None  None        None       0      9   2007       WD        Normal
## 1117   None MnPrv        None       0      3   2007       WD        Alloca
## 1118   None  None        None       0      9   2007       WD        Normal
## 1119   None  None        None       0      3   2007       WD        Normal
## 1120   None  None        None       0      6   2007       WD        Normal
## 1121   None  None        None       0      8   2007       WD       Abnorml
## 1122   None  None        None       0     11   2007       WD        Normal
## 1123   None  None        None       0     10   2007      New       Partial
## 1125   None  None        None       0     12   2007       WD        Normal
## 1126   None  None        None       0      7   2007       WD        Normal
## 1129   None  None        None       0      4   2007       WD        Normal
## 1130   None  None        None       0     10   2007       WD        Normal
## 1131   None GdPrv        None       0      7   2007       WD        Normal
## 1132   None  None        None       0      4   2007      New       Partial
## 1133   None  None        None       0      9   2007      New       Partial
## 1134   None  None        None       0      7   2007       WD        Normal
## 1136   None  None        None       0      4   2007       WD        Normal
## 1139   None  None        None       0      9   2007      New       Partial
## 1140   None GdPrv        None       0      6   2007       WD        Normal
## 1141   None  None        None       0      6   2007       WD        Normal
## 1142   None  None        None       0      5   2007       WD        Normal
## 1144   None  None        None       0      5   2007       WD        Normal
## 1145   None  GdWo        None       0      4   2007      COD        Normal
## 1146   None MnPrv        None       0      7   2007       WD        Normal
## 1148   None GdPrv        None       0      5   2007       WD        Normal
## 1149   None GdPrv        None       0      6   2007       WD        Normal
## 1150   None  GdWo        None       0      9   2007       WD        Normal
## 1151   None  None        None       0     11   2007      COD       Abnorml
## 1153   None MnPrv        None       0      5   2007       WD        Normal
## 1154   None  None        None       0     12   2007       WD        Normal
## 1156   None  None        None       0      8   2006       WD        Normal
## 1159   None  None        None       0      3   2006       WD        Normal
## 1160   None  None        None       0      5   2006       WD        Normal
## 1162   None  None        None       0      5   2006       WD        Normal
## 1163   None  None        None       0      1   2006       WD        Normal
## 1164   None  None        None       0      5   2006      New       Partial
## 1165   None  None        None       0     12   2006       WD        Normal
## 1167   None  None        None       0      8   2006       WD        Normal
## 1168   None  None        None       0      3   2006      New       Partial
## 1169   None  None        None       0      9   2006      New       Partial
## 1170   None  None        None       0      7   2006      New       Partial
## 1171   None  None        None       0      7   2006      New       Partial
## 1172   None  None        None       0      1   2006      New       Partial
## 1173   None  None        None       0      8   2006       WD        Normal
## 1174   None  None        None       0      9   2006       WD        Normal
## 1176   None GdPrv        None       0      7   2006       WD        Normal
## 1178   None  None        None       0      6   2006      New       Partial
## 1179   None  None        None       0      6   2006       WD        Normal
## 1180   None  GdWo        None       0      6   2006       WD        Normal
## 1181   None  None        None       0      3   2006       WD        Normal
## 1182   None  None        None       0      9   2006       WD        Normal
## 1183   None  None        None       0     12   2006       WD        Normal
## 1184   None  None        None       0      6   2006       WD        Normal
## 1185   None  None        None       0      7   2006       WD        Normal
## 1186   None  None        None       0      7   2006       WD        Normal
## 1187   None GdPrv        None       0     10   2006       WD        Normal
## 1188   None  None        None       0      7   2006       WD        Normal
## 1189   None  None        None       0      9   2006       WD        Normal
## 1190   None  None        None       0      4   2006       WD        Normal
## 1191   None  None        None       0      7   2006       WD        Normal
## 1192   None  None        None       0      8   2006      New       Partial
## 1193   None  None        None       0      7   2006       WD        Normal
## 1194   None  None        None       0      9   2006      New       Partial
## 1195   None  None        None       0      6   2006       WD        Normal
## 1196   None  None        None       0      8   2006      New       Partial
## 1197   None  None        None       0      5   2006      New       Partial
## 1198   None  None        None       0      7   2006      New       Partial
## 1199   None  None        None       0     11   2006      New       Partial
## 1200   None  None        None       0      8   2006      New       Partial
## 1201   None  None        None       0      3   2006      New       Partial
## 1202   None  None        None       0      8   2006       WD        Normal
## 1204   None  None        None       0      3   2006       WD        Normal
## 1205   None  None        None       0      6   2006      New       Partial
## 1206   None  None        None       0      6   2006      New       Partial
## 1207   None  None        None       0      2   2006      New       Partial
## 1208   None  None        None       0      9   2006      New       Partial
## 1209   None  None        None       0      7   2006      New       Partial
## 1210   None  None        None       0      6   2006      New       Partial
## 1211   None  None        None       0     10   2006      New       Partial
## 1212   None  None        None       0     11   2006      New       Partial
## 1215   None  None        None       0      6   2006      New       Partial
## 1216   None  None        None       0      7   2006       WD        Normal
## 1219   None  None        None       0      2   2006       WD        Normal
## 1220   None  None        None       0      6   2006       WD        Normal
## 1222   None  None        None       0      6   2006       WD        Normal
## 1223   None  None        None       0      5   2006       WD        Normal
## 1226   None  None        None       0      1   2006      New       Partial
## 1227   None  None        None       0      9   2006      New       Partial
## 1228   None  None        None       0      9   2006      New       Partial
## 1229   None  None        None       0     10   2006      New       Partial
## 1230   None  None        None       0     11   2006      New       Partial
## 1231   None  None        None       0      2   2006       WD        Normal
## 1232   None  None        None       0      1   2006       WD        Normal
## 1233   None  None        None       0     10   2006      New       Partial
## 1234   None  None        None       0      3   2006      New       Partial
## 1235   None  None        None       0      4   2006       WD        Normal
## 1236   None  None        None       0      3   2006       WD        Normal
## 1237   None GdPrv        None       0      7   2006       WD        Normal
## 1238   None  None        Othr    3000     10   2006       WD        Family
## 1239   None MnPrv        None       0      7   2006       WD        Normal
## 1240   None  None        None       0      6   2006       WD        Normal
## 1242   None  None        None       0      7   2006       WD        Normal
## 1243   None  None        None       0      8   2006       WD        Normal
## 1246   None MnPrv        None       0     11   2006      COD        Normal
## 1251     Gd GdPrv        None       0      1   2006       WD        Normal
## 1252   None  None        None       0     10   2006       WD        Normal
## 1253   None  None        None       0      5   2006       WD        Normal
## 1254   None  None        None       0      7   2006       WD        Normal
## 1257   None GdPrv        None       0     11   2006       WD        Normal
## 1258   None  None        None       0      9   2006       WD        Normal
## 1259   None MnPrv        None       0      7   2006       WD        Normal
## 1260   None  None        None       0      4   2006       WD        Normal
## 1261   None  None        None       0      7   2006       WD        Normal
## 1262   None  None        Shed     455      6   2006       WD        Normal
## 1263   None  None        None       0      8   2006       WD       Abnorml
## 1264   None  None        None       0      8   2006       WD        Normal
## 1266   None  None        None       0      7   2006       WD        Normal
## 1267   None MnPrv        Shed     460      6   2006       WD       Abnorml
## 1269   None  None        None       0      7   2006       WD        Normal
## 1270   None MnPrv        None       0      5   2006       WD        Normal
## 1271   None MnPrv        None       0      7   2006       WD        Normal
## 1272   None  GdWo        None       0      5   2006       WD        Normal
## 1273   None  None        None       0      6   2006       WD        Normal
## 1274   None MnPrv        None       0      7   2006       WD       Partial
## 1275   None  None        None       0      5   2006       WD        Normal
## 1276   None MnPrv        None       0      7   2006       WD        Normal
## 1277   None MnPrv        None       0      3   2006       WD        Normal
## 1280   None  None        None       0     10   2006       WD        Normal
## 1281   None GdPrv        None       0      3   2006       WD        Normal
## 1283   None MnPrv        None       0      2   2006       WD        Normal
## 1284   None  None        None       0      5   2006       WD        Normal
## 1285   None  None        None       0      6   2006       WD       Abnorml
## 1286   None MnPrv        None       0      1   2006       WD        Normal
## 1287   None  None        None       0      6   2006       WD        Normal
## 1288   None  GdWo        None       0      9   2006       WD        Normal
## 1289   None  None        None       0      7   2006       WD        Normal
## 1290   None MnPrv        Shed     650     11   2006       WD        Normal
## 1291   None  None        None       0      6   2006       WD        Normal
## 1292   None  None        None       0     12   2006      COD       Abnorml
## 1293   None  None        Shed     400      6   2006       WD        Normal
## 1294   None  None        None       0      7   2006       WD        Normal
## 1295   None  None        None       0     10   2006       WD        Normal
## 1296   None  None        None       0     10   2006       WD        Normal
## 1297   None  None        None       0      8   2006       WD        Normal
## 1298   None  None        None       0      3   2006       WD        Normal
## 1299   None  None        None       0      4   2006       WD        Normal
## 1300   None  None        None       0      2   2006      COD       Abnorml
## 1301   None  None        None       0      6   2006       WD        Normal
## 1302   None  None        None       0      5   2006       WD        Normal
## 1303   None  None        None       0      8   2006       WD        Normal
## 1304   None  None        None       0      6   2006       WD        Normal
## 1306   None  None        None       0      9   2006       WD        Normal
## 1307   None  None        None       0     12   2006       WD        Normal
## 1308   None  None        None       0      9   2006       WD        Normal
## 1309   None  None        None       0      7   2006       WD        Normal
## 1310   None  None        None       0      3   2006       WD        Normal
## 1311   None  GdWo        None       0      2   2006       WD        Normal
## 1312   None  None        None       0      3   2006       WD        Normal
## 1313   None  None        None       0      6   2006       WD        Normal
## 1314   None  None        None       0      5   2006       WD        Normal
## 1315   None  None        None       0      7   2006       WD        Normal
## 1316   None  None        None       0      6   2006       WD        Normal
## 1317   None  None        None       0      5   2006       WD        Normal
## 1318   None MnPrv        None       0      7   2006       WD        Normal
## 1319   None  None        None       0      4   2006       WD        Normal
## 1320   None MnPrv        None       0      6   2006      COD       Abnorml
## 1321   None  None        None       0      7   2006       WD        Normal
## 1322   None  None        None       0      8   2006      COD        Normal
## 1323   None  None        None       0      3   2006       WD        Normal
## 1324   None  None        None       0      6   2006       WD        Normal
## 1325   None MnPrv        None       0      8   2006       WD        Normal
## 1326   None  None        None       0      6   2006       WD        Normal
## 1327   None  GdWo        None       0      5   2006       WD        Normal
## 1328   None  None        None       0      6   2006       WD        Normal
## 1329   None  None        None       0      7   2006       WD        Normal
## 1330   None  None        None       0     12   2006       WD        Normal
## 1331   None  None        Gar2    4500      7   2006       WD        Normal
## 1332   None  None        None       0     10   2006    ConLD        Normal
## 1333   None GdPrv        None       0      5   2006       WD        Normal
## 1334   None  None        None       0     11   2006    ConLI       Abnorml
## 1335   None  None        None       0      2   2006       WD        Normal
## 1336   None  None        None       0      7   2006       WD        Normal
## 1337   None  None        None       0     10   2006       WD        Normal
## 1338   None  None        None       0     10   2006       WD       Abnorml
## 1339   None MnPrv        None       0      7   2006       WD        Normal
## 1340   None  None        None       0      9   2006       WD       Abnorml
## 1341   None  None        None       0      3   2006    ConLI        Family
## 1342   None  GdWo        None       0      6   2006       WD        Normal
## 1343   None  None        None       0      7   2006       WD        Normal
## 1344   None  None        Shed     600      6   2006       WD        Normal
## 1345   None  None        None       0      6   2006       WD        Normal
## 1346   None  None        None       0      1   2006       WD        Normal
## 1347   None  None        None       0      5   2006       WD        Normal
## 1349   None GdPrv        Shed     500      7   2006       WD        Normal
## 1350   None  GdWo        None       0      6   2006       WD       Abnorml
## 1354   None  None        None       0      5   2006       WD        Normal
## 1357   None  None        None       0      4   2006       WD        Normal
## 1358   None MnPrv        None       0      6   2006       WD        Normal
## 1360   None  None        None       0      6   2006       WD        Normal
## 1361   None  None        None       0      3   2006       WD        Family
## 1362   None  None        None       0     12   2006       WD        Normal
## 1363   None  None        None       0     12   2006       WD        Normal
## 1364   None MnPrv        None       0      5   2006       WD        Normal
## 1365   None  None        None       0      4   2006       WD        Normal
## 1366   None  None        None       0      3   2006       WD        Normal
## 1367   None  None        None       0      7   2006       WD        Normal
## 1368   None MnPrv        None       0     11   2006       WD       Abnorml
## 1369   None  None        None       0      4   2006       WD        Normal
## 1370   None  None        None       0      7   2006      New       Partial
## 1371   None  None        None       0      2   2006       WD       Abnorml
## 1372   None  None        None       0      7   2006      New       Partial
## 1373   None  None        None       0      8   2006      New       Partial
## 1374   None  None        None       0      5   2006      New       Partial
## 1375   None  None        None       0      3   2006       WD        Normal
## 1376   None  None        None       0      6   2006       WD        Normal
## 1377   None  None        None       0      7   2006      COD       Abnorml
## 1378   None  None        None       0      6   2006       WD        Normal
## 1379   None  None        None       0      8   2006       WD        Normal
## 1381   None  None        None       0      6   2006       WD        Normal
## 1382   None  None        None       0      9   2006       WD        Normal
## 1383   None  None        None       0     12   2006       WD        Normal
## 1384   None  None        None       0      4   2006       WD        Normal
## 1385   None MnPrv        None       0      3   2006       WD        Normal
## 1387   None  None        None       0      8   2006       WD        Normal
## 1389   None  None        None       0      9   2006       WD        Normal
## 1390   None  None        None       0      7   2006       WD        Normal
## 1392   None  None        None       0      5   2006       WD        Normal
## 1393   None  None        None       0      7   2006       WD        Normal
## 1394   None  None        None       0      4   2006       WD        Normal
## 1395   None  None        None       0      3   2006       WD        Normal
## 1396   None  None        None       0      8   2006      New       Partial
## 1397   None  None        None       0      3   2006       WD        Normal
## 1398   None  None        None       0      9   2006      New       Partial
## 1399   None  None        Shed     420     10   2006       WD        Normal
## 1400   None  None        None       0     10   2006       WD       AdjLand
## 1401   None  None        None       0     12   2006       WD       Abnorml
## 1402   None  None        None       0      5   2006       WD        Normal
## 1403   None  None        None       0      4   2006       WD        Normal
## 1404   None  None        None       0      2   2006    ConLD        Normal
## 1405   None  None        None       0     10   2006      New       Partial
## 1406   None  None        None       0      5   2006       WD        Normal
## 1407   None  None        None       0      4   2006       WD        Normal
## 1408   None GdPrv        None       0      5   2006       WD       AdjLand
## 1409   None  None        None       0      5   2006       WD       AdjLand
## 1410   None MnPrv        None       0     10   2006       WD       Abnorml
## 1411   None  None        None       0      9   2006      COD       Abnorml
## 1412   None  None        None       0      2   2006    ConLD        Normal
## 1413   None  None        None       0      9   2006       WD        Normal
## 1414   None MnPrv        None       0      7   2006       WD        Normal
## 1415   None  None        None       0      7   2006       WD       Abnorml
## 1416   None MnPrv        None       0      5   2006       WD        Normal
## 1417   None  None        None       0      6   2006       WD        Normal
## 1418   None  None        None       0      9   2006       WD       Abnorml
## 1419   None  None        None       0      7   2006       WD        Normal
## 1420   None  None        None       0     11   2006       WD        Normal
## 1421   None MnPrv        None       0      9   2006       WD        Normal
## 1422   None  None        None       0      2   2006       WD        Normal
## 1423   None  None        None       0      2   2006       WD        Normal
## 1424   None  GdWo        None       0      5   2006       WD        Normal
## 1425   None MnPrv        None       0     11   2006       WD        Normal
## 1426   None  None        None       0      7   2006       WD        Normal
## 1427   None  None        None       0      8   2006       WD       AdjLand
## 1428   None MnPrv        None       0      5   2006       WD        Normal
## 1429   None  GdWo        None       0      6   2006       WD        Normal
## 1430   None MnPrv        None       0      3   2006       WD        Normal
## 1431   None  None        None       0      4   2006       WD        Normal
## 1432   None  None        None       0     10   2006       WD       Abnorml
## 1433   None  None        None       0     10   2006       WD       Abnorml
## 1434   None  None        None       0      4   2006       WD        Normal
## 1435   None  None        None       0      2   2006      New       Partial
## 1436   None  None        None       0     12   2006       WD        Normal
## 1437   None  None        None       0      9   2006       WD        Normal
## 1438   None  None        None       0     10   2006       WD        Normal
## 1439   None  None        None       0      5   2006       WD        Normal
## 1440   None  None        None       0      5   2006       WD        Normal
## 1443   None  None        None       0     11   2006      New       Partial
## 1444   None  None        None       0      9   2006      New       Partial
## 1445   None  None        None       0      5   2006       WD        Normal
## 1446   None  None        None       0     11   2006       WD        Normal
## 1447   None  None        None       0      5   2006       WD        Normal
## 1448   None  None        None       0     10   2006       WD        Normal
## 1450   None  None        None       0      4   2006       WD        Normal
## 1451   None  None        None       0      5   2006       WD        Normal
## 1452   None  None        None       0      5   2006       WD        Normal
## 1453   None  None        None       0     12   2006       WD       Abnorml
## 1454   None GdPrv        None       0      6   2006       WD        Normal
## 1455   None  None        None       0      6   2006       WD        Normal
## 1456   None  None        None       0      4   2006       WD       Abnorml
## 1457   None  None        None       0      9   2006       WD       Abnorml
## 1458   None MnPrv        Shed     700      7   2006       WD        Normal
## 1459   None  None        None       0     11   2006       WD        Normal
# We then group 'LotFrontage' by 'Neighborhood' to find the median in each 'Neighborhood'
LotFrontage_median <- temp %>% 
   group_by(Neighborhood)%>% 
     summarise_each(funs(median), LotFrontage)

LotFrontage_median
## # A tibble: 25 × 2
##    Neighborhood LotFrontage
##    <chr>              <dbl>
##  1 Blmngtn             43  
##  2 Blueste             24  
##  3 BrDale              21  
##  4 BrkSide             51  
##  5 ClearCr             87  
##  6 CollgCr             70  
##  7 Crawfor             66  
##  8 Edwards             64.5
##  9 Gilbert             63  
## 10 IDOTRR              60  
## # … with 15 more rows
# Lastly, we will perform a left join on missing 'LotFrontage' values in the cleaned test data with the median we found
test_dat <- left_join(test_dat, LotFrontage_median, by = 'Neighborhood') %>%
  mutate(LotFrontage = ifelse(is.na(LotFrontage.x), LotFrontage.y, LotFrontage.x)) %>%
  select(-LotFrontage.y, -LotFrontage.x) # remove duplicate columns

test_dat
##      MSSubClass MSZoning LotArea Street Alley LotShape LandContour Utilities
## 1            20       RH   11622   Pave  None      Reg         Lvl    AllPub
## 2            20       RL   14267   Pave  None      IR1         Lvl    AllPub
## 3            60       RL   13830   Pave  None      IR1         Lvl    AllPub
## 4            60       RL    9978   Pave  None      IR1         Lvl    AllPub
## 5           120       RL    5005   Pave  None      IR1         HLS    AllPub
## 6            60       RL   10000   Pave  None      IR1         Lvl    AllPub
## 7            20       RL    7980   Pave  None      IR1         Lvl    AllPub
## 8            60       RL    8402   Pave  None      IR1         Lvl    AllPub
## 9            20       RL   10176   Pave  None      Reg         Lvl    AllPub
## 10           20       RL    8400   Pave  None      Reg         Lvl    AllPub
## 11          120       RH    5858   Pave  None      IR1         Lvl    AllPub
## 12          160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 13          160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 14          160       RL    2280   Pave  None      Reg         Lvl    AllPub
## 15          120       RL    2280   Pave  None      Reg         Lvl    AllPub
## 16           60       RL   12858   Pave  None      IR1         Lvl    AllPub
## 17           20       RL   12883   Pave  None      IR1         Lvl    AllPub
## 18           20       RL   11520   Pave  None      Reg         Lvl    AllPub
## 19           20       RL   14122   Pave  None      IR1         Lvl    AllPub
## 20           20       RL   14300   Pave  None      Reg         HLS    AllPub
## 21           60       RL   13650   Pave  None      Reg         Lvl    AllPub
## 22          120       RL    7132   Pave  None      IR1         Lvl    AllPub
## 23           20       RL   18494   Pave  None      IR1         Lvl    AllPub
## 24          120       RL    3203   Pave  None      Reg         Lvl    AllPub
## 25           80       RL   13300   Pave  None      IR1         Lvl    AllPub
## 26           60       RL    8577   Pave  None      IR1         Lvl    AllPub
## 27           60       RL   17433   Pave  None      IR2         Lvl    AllPub
## 28           20       RL    8987   Pave  None      Reg         Lvl    AllPub
## 29           20       FV    9215   Pave  None      Reg         Lvl    AllPub
## 30           20       FV   10440   Pave  None      Reg         Lvl    AllPub
## 31           60       RL   11920   Pave  None      Reg         Lvl    AllPub
## 32           30       RH    9800   Pave  None      Reg         Lvl    AllPub
## 33           20       RL   15410   Pave  None      IR1         Lvl    AllPub
## 34           60       RL   13143   Pave  None      IR1         Lvl    AllPub
## 35           60       RL   11134   Pave  None      Reg         Lvl    AllPub
## 36          120       FV    4835   Pave  None      IR1         Lvl    AllPub
## 37          160       FV    3515   Pave  Pave      Reg         Lvl    AllPub
## 38          160       FV    3215   Pave  Pave      Reg         Lvl    AllPub
## 39          160       FV    2544   Pave  Pave      Reg         Lvl    AllPub
## 40          160       FV    2544   Pave  Pave      Reg         Lvl    AllPub
## 41          160       FV    2980   Pave  None      Reg         Lvl    AllPub
## 42          160       FV    2403   Pave  None      IR1         Lvl    AllPub
## 43           20       FV   12853   Pave  Pave      IR1         Lvl    AllPub
## 44           60       FV    7379   Pave  None      IR1         Lvl    AllPub
## 45           20       FV    8000   Pave  None      Reg         Lvl    AllPub
## 46           20       RL   10456   Pave  None      IR1         Lvl    AllPub
## 47           60       RL   10791   Pave  None      Reg         Lvl    AllPub
## 48           50       RL   18837   Pave  None      IR1         Lvl    AllPub
## 49           60       RL    9600   Pave  None      Reg         Lvl    AllPub
## 50           20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 51           20       RL    9900   Pave  None      Reg         Lvl    AllPub
## 52           20       RL    9680   Pave  None      Reg         Lvl    AllPub
## 53           80       RL   10600   Pave  Pave      IR1         Lvl    AllPub
## 54           90       RL   13260   Pave  None      IR1         Lvl    AllPub
## 55           50       RL    9724   Pave  None      Reg         Lvl    AllPub
## 56           50       RL   17360   Pave  None      Reg         Lvl    AllPub
## 57           85       RL   11380   Pave  None      IR1         Lvl    AllPub
## 58           90       RL    8267   Pave  None      Reg         Lvl    AllPub
## 59           20       RL    8197   Pave  None      Reg         Lvl    AllPub
## 60           20       RL    8050   Pave  None      IR1         Lvl    AllPub
## 61           20       RL   10725   Pave  None      IR1         Lvl    AllPub
## 62           20       RL   10032   Pave  None      Reg         Lvl    AllPub
## 63           50       RL    8382   Pave  None      Reg         Lvl    AllPub
## 64           20       RL   10950   Pave  None      Reg         Lvl    AllPub
## 65           20       RL   10895   Pave  None      Reg         Lvl    AllPub
## 66          190       RL   13587   Pave  None      Reg         Lvl    AllPub
## 67           30       RL    7898   Pave  None      Reg         Lvl    AllPub
## 68           50       RL    8064   Pave  None      Reg         Lvl    AllPub
## 69           20       RL    7635   Pave  None      IR1         Lvl    AllPub
## 70           20       RL    9760   Pave  None      Reg         Lvl    AllPub
## 71           50       RM    4800   Pave  None      Reg         Lvl    AllPub
## 72           30       RM    4485   Pave  Grvl      Reg         Lvl    AllPub
## 73           20       RM    5805   Pave  Grvl      Reg         Bnk    AllPub
## 74           45       RM    6900   Pave  None      Reg         Lvl    AllPub
## 75           50       RM   11851   Pave  None      Reg         Lvl    AllPub
## 76           50       RM    8239   Pave  None      Reg         Lvl    AllPub
## 77           30       RM    9656   Pave  None      Reg         Lvl    AllPub
## 78           70       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 79           70       RM    9000   Pave  Grvl      Reg         Lvl    AllPub
## 80          190       RM    9045   Pave  None      Reg         Lvl    AllPub
## 81           70       RM   10560   Pave  None      Reg         Lvl    AllPub
## 82           50       RM    5830   Pave  None      Reg         Lvl    AllPub
## 83           75       RL    7793   Pave  None      IR1         Bnk    AllPub
## 84           30       RM    5000   Pave  None      Reg         Lvl    AllPub
## 85           50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 86           50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 87           50       RM    6360   Pave  None      Reg         Lvl    AllPub
## 88           50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 89           50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 90           50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 91           30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 92           50       RM    8094   Pave  Grvl      Reg         Lvl    AllPub
## 93           70       RM   12900   Pave  Grvl      Reg         Lvl    AllPub
## 94           70       RM    3068   Pave  Grvl      Reg         Lvl    AllPub
## 95           20       RL   15263   Pave  None      IR1         Lvl    AllPub
## 96           50       RL   10632   Pave  None      IR1         Lvl    AllPub
## 97          190       RL    9900   Pave  None      Reg         Lvl    AllPub
## 98           50       RL    6001   Pave  None      IR1         Bnk    AllPub
## 99           70  C (all)    6449   Pave  None      IR1         Lvl    AllPub
## 100         190       RH    6048   Pave  None      Reg         Lvl    AllPub
## 101          90       RL   10773   Pave  None      Reg         Lvl    AllPub
## 102          20       RL    7800   Pave  None      Reg         Lvl    AllPub
## 103          20       RL    7832   Pave  None      Reg         Lvl    AllPub
## 104          90       RL    7424   Pave  None      IR1         Lvl    AllPub
## 105          60       RL   11227   Pave  None      Reg         Lvl    AllPub
## 106          20       RL   20062   Pave  None      IR1         Low    AllPub
## 107          30       RL    9259   Pave  None      Reg         Lvl    AllPub
## 108          60       RL   17082   Pave  None      IR1         Low    AllPub
## 109          50       RL   18600   Pave  None      Reg         Lvl    AllPub
## 110          20       RL   11479   Pave  None      Reg         Lvl    AllPub
## 111          50       RL    9350   Pave  None      Reg         Bnk    AllPub
## 112          20       RL    9525   Pave  None      Reg         Lvl    AllPub
## 113          20       RL   17485   Pave  None      IR2         Lvl    AllPub
## 114          20       RL   11200   Pave  None      IR1         Lvl    AllPub
## 115          20       RL   11980   Pave  None      Reg         Low    AllPub
## 116          60       RL   12361   Pave  None      IR1         Lvl    AllPub
## 117          20       RL    7360   Pave  None      Reg         Lvl    AllPub
## 118          50       RL   14235   Pave  None      IR1         Lvl    AllPub
## 119          85       RL   11105   Pave  None      Reg         Lvl    AllPub
## 120          60       RL    9337   Pave  None      IR1         Lvl    AllPub
## 121          20       RL   15240   Pave  None      IR1         Lvl    AllPub
## 122          20       RL    7480   Pave  None      Reg         Lvl    AllPub
## 123          20       RL   10389   Pave  None      Reg         Lvl    AllPub
## 124          60       RL    9375   Pave  None      Reg         Lvl    AllPub
## 125         120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 126          30       RL    8777   Pave  None      Reg         Lvl    AllPub
## 127          20       RL    8842   Pave  None      Reg         Lvl    AllPub
## 128          20       RL   10044   Pave  None      IR1         Low    AllPub
## 129          50       RL   11792   Pave  None      Reg         Lvl    AllPub
## 130          80       RL    6305   Pave  None      Reg         Lvl    AllPub
## 131          20       RL    6410   Pave  None      Reg         HLS    AllPub
## 132          30       RL    4853   Pave  None      Reg         Bnk    AllPub
## 133          30       RL    7890   Pave  None      Reg         Lvl    AllPub
## 134          90       RH    7200   Pave  Pave      Reg         Lvl    AllPub
## 135          50       RL    9839   Pave  None      Reg         Lvl    AllPub
## 136          50       RL   10452   Pave  None      IR1         Lvl    AllPub
## 137          90       RL   15600   Pave  None      Reg         Lvl    AllPub
## 138          80       RL   19645   Pave  None      IR1         Lvl    AllPub
## 139         120       RM    3907   Pave  None      IR1         HLS    AllPub
## 140         120       RM    3907   Pave  None      IR1         HLS    AllPub
## 141          30       RM    8154   Pave  None      Reg         Lvl    AllPub
## 142          50       RM    9140   Pave  None      Reg         HLS    AllPub
## 143          30  C (all)    8712   Grvl  None      Reg         Lvl    AllPub
## 144         120       RM    3811   Pave  None      IR1         HLS    AllPub
## 145          60       RL   11050   Pave  None      Reg         Lvl    AllPub
## 146          80       RL    9620   Pave  None      Reg         Lvl    AllPub
## 147          90       RL   12760   Pave  None      IR1         Lvl    AllPub
## 148          20       RL   11896   Pave  None      IR1         Lvl    AllPub
## 149          20       RL    9803   Pave  None      Reg         Lvl    AllPub
## 150          60       RL    9802   Pave  None      Reg         Lvl    AllPub
## 151          20       RL   15300   Pave  None      Reg         Bnk    AllPub
## 152          20       RL   10114   Pave  None      Reg         Lvl    AllPub
## 153          20       RL   11875   Pave  None      Reg         Lvl    AllPub
## 154         120       RM    2394   Pave  None      Reg         Low    AllPub
## 155         160       RM    1476   Pave  None      Reg         Lvl    AllPub
## 156         160       RM    1900   Pave  None      Reg         Lvl    AllPub
## 157         160       RM    1890   Pave  None      Reg         Lvl    AllPub
## 158          20       RL    6953   Pave  None      Reg         Lvl    AllPub
## 159          20       RL   12887   Pave  None      Reg         Lvl    AllPub
## 160          90       RL    7700   Pave  None      Reg         Lvl    AllPub
## 161          60       RL   10475   Pave  None      Reg         Lvl    AllPub
## 162          50       RL   10544   Pave  None      IR1         Lvl    AllPub
## 163          20       RL    9892   Pave  None      Reg         Lvl    AllPub
## 164          60       RL   12961   Pave  None      Reg         Lvl    AllPub
## 165          20       RL   13008   Pave  None      IR1         Lvl    AllPub
## 166          20       RL   10200   Pave  None      Reg         Lvl    AllPub
## 167          60       RL   10179   Pave  None      IR1         Lvl    AllPub
## 168          60       RL   11792   Pave  None      IR1         Lvl    AllPub
## 169          80       RL    8400   Pave  None      Reg         Lvl    AllPub
## 170         120       RL    7296   Pave  None      IR1         Lvl    AllPub
## 171         120       RL    7380   Pave  None      IR1         Lvl    AllPub
## 172         120       RL    8013   Pave  None      IR1         Lvl    AllPub
## 173          80       RL    8923   Pave  None      IR1         Lvl    AllPub
## 174          60       RL    7500   Pave  None      Reg         Lvl    AllPub
## 175          60       RL    8803   Pave  None      IR1         Lvl    AllPub
## 176          20       RL    7250   Pave  None      Reg         Lvl    AllPub
## 177          60       RL   11900   Pave  None      Reg         Lvl    AllPub
## 178          60       RL   13250   Pave  None      IR1         Lvl    AllPub
## 179          20       RL   10928   Pave  None      Reg         Lvl    AllPub
## 180          60       RL   12388   Pave  None      IR1         Lvl    AllPub
## 181          20       RL   11088   Pave  None      Reg         Lvl    AllPub
## 182          60       FV    7000   Pave  None      Reg         Lvl    AllPub
## 183          60       FV    7500   Pave  None      Reg         Lvl    AllPub
## 184          60       FV    8470   Pave  None      Reg         Lvl    AllPub
## 185          20       RL    9373   Pave  None      IR1         Lvl    AllPub
## 186          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 187          20       RL   11050   Pave  None      IR1         Lvl    AllPub
## 188          20       RL    7830   Pave  None      IR1         Lvl    AllPub
## 189          20       RL    8510   Pave  None      IR1         Lvl    AllPub
## 190          20       RL    7038   Pave  None      Reg         Lvl    AllPub
## 191          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 192         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 193         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 194         160       RL    2308   Pave  None      Reg         Lvl    AllPub
## 195         120       RL    2280   Pave  None      Reg         Lvl    AllPub
## 196         160       RL    2349   Pave  None      Reg         Lvl    AllPub
## 197         160       RL    2364   Pave  None      Reg         Lvl    AllPub
## 198         160       RL    2364   Pave  None      Reg         Lvl    AllPub
## 199         120       RL    2104   Pave  None      Reg         Lvl    AllPub
## 200          20       RL   10710   Pave  None      Reg         Lvl    AllPub
## 201          60       RL   14257   Pave  None      Reg         Lvl    AllPub
## 202          60       RL   12350   Pave  None      Reg         Lvl    AllPub
## 203          20       RL   12350   Pave  None      Reg         Lvl    AllPub
## 204          20       RL   13693   Pave  None      Reg         Lvl    AllPub
## 205          20       RL   11578   Pave  None      Reg         Lvl    AllPub
## 206          20       RL   16870   Pave  None      IR1         Lvl    AllPub
## 207          60       RL   23303   Pave  None      IR3         Lvl    AllPub
## 208          20       RL   10367   Pave  None      IR1         Lvl    AllPub
## 209          20       RL   10872   Pave  None      IR1         Lvl    AllPub
## 210          20       RL   13514   Pave  None      IR1         Lvl    AllPub
## 211          20       RL   12878   Pave  None      IR1         Lvl    AllPub
## 212          20       RL   15274   Pave  None      IR1         Lvl    AllPub
## 213          60       RL   13262   Pave  None      IR1         Lvl    AllPub
## 214          20       RL    9658   Pave  None      IR1         Lvl    AllPub
## 215         120       RL    6904   Pave  None      IR1         Lvl    AllPub
## 216         120       RL    5122   Pave  None      IR1         Lvl    AllPub
## 217         120       RL   10307   Pave  None      IR1         Lvl    AllPub
## 218          20       RL   14836   Pave  None      IR1         HLS    AllPub
## 219          20       RL   15262   Pave  None      IR1         Lvl    AllPub
## 220         120       RL    7390   Pave  None      IR1         Lvl    AllPub
## 221         120       RL    6472   Pave  None      Reg         Lvl    AllPub
## 222          20       RL   16770   Pave  None      Reg         Lvl    AllPub
## 223         120       RL    3480   Pave  None      Reg         Lvl    AllPub
## 224          60       RL   10928   Pave  None      Reg         Lvl    AllPub
## 225          60       RL    8918   Pave  None      IR1         Lvl    AllPub
## 226         120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 227          80       RL    9434   Pave  None      IR1         Lvl    AllPub
## 228          60       RL    7984   Pave  None      IR1         Lvl    AllPub
## 229          60       RL   10125   Pave  None      IR1         Lvl    AllPub
## 230          60       RL    8965   Pave  None      IR1         Lvl    AllPub
## 231          60       RL    8174   Pave  None      IR1         Lvl    AllPub
## 232          60       RL   12891   Pave  None      IR1         Lvl    AllPub
## 233          80       RL    9734   Pave  None      IR1         Lvl    AllPub
## 234          60       RL    8433   Pave  None      IR1         Lvl    AllPub
## 235          80       RL    7750   Pave  None      Reg         Lvl    AllPub
## 236          60       RL   15896   Pave  None      IR2         Lvl    AllPub
## 237          80       RL    7848   Pave  None      IR1         Lvl    AllPub
## 238          60       RL   12720   Pave  None      Reg         Lvl    AllPub
## 239          20       RL   10750   Pave  None      IR1         Lvl    AllPub
## 240          60       RL    9085   Pave  None      Reg         Lvl    AllPub
## 241          60       RL   11692   Pave  None      IR1         Lvl    AllPub
## 242          20       RL   11194   Pave  None      IR1         Lvl    AllPub
## 243          20       RL   10206   Pave  None      Reg         Lvl    AllPub
## 244          20       RL   10130   Pave  None      Reg         Lvl    AllPub
## 245          20       RL    9139   Pave  None      IR1         Lvl    AllPub
## 246          20       RL   11128   Pave  None      Reg         Lvl    AllPub
## 247          20       FV    7993   Pave  None      IR1         Lvl    AllPub
## 248          20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 249          20       FV   12606   Pave  None      IR1         Lvl    AllPub
## 250          20       FV    7500   Pave  None      Reg         Lvl    AllPub
## 251          60       FV   10603   Pave  None      Reg         Lvl    AllPub
## 252          20       FV    8125   Pave  None      Reg         Lvl    AllPub
## 253          20       FV   10625   Pave  None      Reg         Lvl    AllPub
## 254          20       FV    8736   Pave  None      IR1         Lvl    AllPub
## 255          60       FV    8127   Pave  None      IR1         Lvl    AllPub
## 256          20       RL    9605   Pave  None      Reg         Lvl    AllPub
## 257          20       RL    7500   Pave  None      Reg         Lvl    AllPub
## 258          20       RL    7500   Pave  None      Reg         Lvl    AllPub
## 259          60       RL   10628   Pave  None      IR1         Lvl    AllPub
## 260          20       RL   10141   Pave  None      IR1         Lvl    AllPub
## 261          20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 262          20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 263          20       RL   12450   Pave  None      Reg         Lvl    AllPub
## 264          20       RL    7328   Pave  None      Reg         Lvl    AllPub
## 265          60       RL   11492   Pave  None      IR1         Lvl    AllPub
## 266          60       RL    7703   Pave  None      Reg         Lvl    AllPub
## 267         120       RL    7175   Pave  None      Reg         Lvl    AllPub
## 268          60       RL    9109   Pave  None      Reg         Lvl    AllPub
## 269          60       RL   10274   Pave  None      IR1         Lvl    AllPub
## 270          90       RL    8250   Pave  None      Reg         Lvl    AllPub
## 271          20       RL    9750   Pave  None      IR1         Lvl    AllPub
## 272          20       RL    8499   Pave  None      IR1         Lvl    AllPub
## 273          20       RL    9079   Pave  None      IR1         Lvl    AllPub
## 274          20       RL    9316   Pave  None      IR1         Lvl    AllPub
## 275          20       RL    7791   Pave  None      IR1         Lvl    AllPub
## 276          20       RL    7150   Pave  None      Reg         Lvl    AllPub
## 277          20       RL   15676   Pave  None      IR1         Low    AllPub
## 278          60       RL   11949   Pave  None      Reg         Lvl    AllPub
## 279         160       FV    2880   Pave  Pave      Reg         Lvl    AllPub
## 280         120       FV    3830   Pave  Pave      IR1         Lvl    AllPub
## 281         120       FV    4217   Pave  Pave      IR1         Lvl    AllPub
## 282         160       FV    2998   Pave  None      Reg         Lvl    AllPub
## 283         160       FV    3768   Pave  None      Reg         Lvl    AllPub
## 284          20       RL   14694   Pave  None      IR1         Lvl    AllPub
## 285          20       RL   15417   Pave  None      Reg         Lvl    AllPub
## 286          80       RL    9600   Pave  None      Reg         Low    AllPub
## 287          60       RL   12732   Pave  None      IR1         Lvl    AllPub
## 288          60       RL   10400   Pave  None      Reg         Lvl    AllPub
## 289          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 290          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 291          60       RL   13774   Pave  None      IR1         Lvl    AllPub
## 292          20       RL    7130   Pave  None      Reg         Lvl    AllPub
## 293          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 294          60       RL    9600   Pave  None      Reg         Lvl    AllPub
## 295          85       RL   16500   Pave  None      Reg         Lvl    AllPub
## 296          20       RL    7436   Pave  None      Reg         Lvl    AllPub
## 297          20       RL    8125   Pave  None      Reg         Lvl    AllPub
## 298          20       RL    9450   Pave  None      IR1         Lvl    AllPub
## 299          20       RL   13495   Pave  None      IR1         Lvl    AllPub
## 300          20       RL    9350   Pave  None      Reg         Lvl    AllPub
## 301          20       RL   10500   Pave  None      IR1         Lvl    AllPub
## 302          60       RL    8970   Pave  None      IR1         Lvl    AllPub
## 303          80       RL   11475   Pave  None      Reg         Lvl    AllPub
## 304          20       RL    9768   Pave  None      Reg         Lvl    AllPub
## 305          20       RL    9900   Pave  None      Reg         Lvl    AllPub
## 306          20       RL   10573   Pave  None      IR1         Lvl    AllPub
## 307          20       RL   14695   Pave  None      IR1         Lvl    AllPub
## 308          20       RL    8760   Pave  None      Reg         Lvl    AllPub
## 309          20       RL   12285   Pave  None      IR1         Lvl    AllPub
## 310          20       RL    9240   Pave  None      IR1         Lvl    AllPub
## 311          20       RL    8750   Pave  None      Reg         Lvl    AllPub
## 312          20       RL    8750   Pave  None      Reg         Lvl    AllPub
## 313          20       RL   10400   Pave  None      Reg         Lvl    AllPub
## 314          90       RL    9482   Pave  None      Reg         Lvl    AllPub
## 315          20       RL    8128   Pave  None      IR1         Lvl    AllPub
## 316          20       RL   13070   Pave  None      Reg         Lvl    AllPub
## 317          30       RL    8480   Pave  None      Reg         Lvl    AllPub
## 318          20       RL    7626   Pave  None      Reg         Lvl    AllPub
## 319          20       RL    9533   Pave  None      Reg         Lvl    AllPub
## 320          60       RL   11419   Pave  None      Reg         Lvl    AllPub
## 321          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 322          20       RL    5470   Pave  None      Reg         Lvl    AllPub
## 323          60       RL   10800   Pave  None      Reg         Lvl    AllPub
## 324          70       RL    8146   Pave  None      Reg         Lvl    AllPub
## 325          30       RL   10230   Pave  Grvl      Reg         Lvl    AllPub
## 326          50       RL   10410   Pave  Grvl      Reg         Lvl    AllPub
## 327          70       RL    7200   Pave  None      Reg         Lvl    AllPub
## 328          30       RL    5400   Pave  None      Reg         Lvl    AllPub
## 329          30       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 330          30       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 331          90       RL    9671   Pave  None      Reg         Lvl    AllPub
## 332          20       RL   10143   Pave  None      Reg         Lvl    AllPub
## 333          20       RL   11500   Pave  None      IR1         Lvl    AllPub
## 334          20       RL    8010   Pave  None      Reg         Lvl    AllPub
## 335          20       RL   10454   Pave  None      IR1         Lvl    AllPub
## 336          20       RL    9000   Pave  None      IR1         HLS    AllPub
## 337          50       RL    8064   Pave  None      Reg         Lvl    AllPub
## 338          20       RL    7350   Pave  None      Reg         Lvl    AllPub
## 339          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 340          80       RL    8000   Pave  None      Reg         Lvl    AllPub
## 341          50       RL   10800   Pave  None      Reg         Lvl    AllPub
## 342          50       RL    8064   Pave  None      Reg         Lvl    AllPub
## 343          60       RL    7570   Pave  None      Reg         Lvl    AllPub
## 344          90       RL    8604   Pave  None      IR1         Lvl    AllPub
## 345          20       RL    7936   Pave  None      Reg         Lvl    AllPub
## 346          50       RM    4080   Pave  Grvl      Reg         Lvl    AllPub
## 347          90       RM   10307   Pave  Grvl      Reg         Lvl    AllPub
## 348          50       RM   15660   Pave  None      Reg         Lvl    AllPub
## 349          70       RM    9900   Pave  None      Reg         Lvl    AllPub
## 350          70       RM    6406   Pave  Grvl      Reg         Lvl    AllPub
## 351         190       RM    7627   Pave  None      Reg         Lvl    AllPub
## 352          50       RM   10134   Pave  Grvl      Reg         Lvl    AllPub
## 353          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 354          30       RM    7404   Pave  None      Reg         Lvl    AllPub
## 355          30       RM    5925   Pave  None      Reg         Lvl    AllPub
## 356          30       RM    8520   Pave  None      Reg         Lvl    AllPub
## 357          70       RM    9600   Pave  None      Reg         Lvl    AllPub
## 358          70       RM    8400   Pave  None      Reg         Lvl    AllPub
## 359          70       RM    3600   Pave  Grvl      Reg         Lvl    AllPub
## 360          30  C (all)    3300   Pave  None      Reg         Lvl    AllPub
## 361          50       RM    5400   Pave  None      Reg         Lvl    AllPub
## 362          70       RM    9720   Pave  Grvl      Reg         Lvl    AllPub
## 363          30  C (all)    9392   Pave  None      Reg         Lvl    AllPub
## 364          30       RL    6615   Pave  None      Reg         Lvl    AllPub
## 365          70       RL    4960   Pave  None      Reg         Lvl    AllPub
## 366          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 367          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 368          50       RM    6120   Pave  None      Reg         Lvl    AllPub
## 369          30       RM    8635   Pave  None      Reg         Lvl    AllPub
## 370          70       RM    8094   Pave  Grvl      Reg         Lvl    AllPub
## 371          70       RM    9928   Pave  Grvl      Reg         Lvl    AllPub
## 372          90       RM    3000   Pave  Grvl      Reg         Bnk    AllPub
## 373          70       RM    6876   Pave  None      Reg         Lvl    AllPub
## 374          70       RM    5775   Pave  None      IR2         Bnk    AllPub
## 375         190       RM    5852   Pave  None      IR3         Bnk    AllPub
## 376          50       RM    5160   Pave  None      Reg         Lvl    AllPub
## 377          85       RM    5160   Pave  Grvl      Reg         Lvl    AllPub
## 378         190       RM   10320   Pave  Grvl      Reg         Bnk    AllPub
## 379          20       RL    4280   Pave  None      IR1         Lvl    AllPub
## 380          90       RL   10800   Pave  None      Reg         Lvl    AllPub
## 381          90       RL   10547   Pave  None      IR1         Lvl    AllPub
## 382          50       RL    9780   Pave  None      Reg         Lvl    AllPub
## 383          20       RL   11625   Pave  None      Reg         Lvl    AllPub
## 384          85       RL    8014   Pave  None      IR1         Lvl    AllPub
## 385          80       RL   15400   Pave  None      Reg         Lvl    AllPub
## 386          80       RL   15312   Pave  None      Reg         Lvl    AllPub
## 387          80       RL   15584   Pave  None      Reg         Lvl    AllPub
## 388          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 389          20       RL   15635   Pave  None      IR1         Lvl    AllPub
## 390          20       RL    9571   Pave  None      Reg         Lvl    AllPub
## 391          60       RL    9350   Pave  None      Reg         Bnk    AllPub
## 392          20       RL    7440   Pave  None      Reg         Lvl    AllPub
## 393         120       RL    4235   Pave  None      Reg         Lvl    AllPub
## 394          80       RL   10778   Pave  None      IR1         Lvl    AllPub
## 395          80       RL   19255   Pave  None      IR1         Lvl    AllPub
## 396          60       RL   10560   Pave  None      Reg         Lvl    AllPub
## 397          70       RL   26400   Pave  None      Reg         Bnk    AllPub
## 398          90       RL    7018   Pave  None      Reg         Lvl    AllPub
## 399          90       RL    7018   Pave  None      Reg         Bnk    AllPub
## 400          90       RL    7040   Pave  None      Reg         Lvl    AllPub
## 401          90       RL    7007   Pave  None      Reg         Bnk    AllPub
## 402          90       RL   11855   Pave  None      Reg         Lvl    AllPub
## 403          90       RL    7939   Pave  None      Reg         Lvl    AllPub
## 404          90       RL    7976   Pave  None      Reg         Lvl    AllPub
## 405          20       RL   10933   Pave  None      Reg         Lvl    AllPub
## 406          20       RL   10816   Pave  None      IR1         Lvl    AllPub
## 407          20       RL    9178   Pave  None      Reg         Lvl    AllPub
## 408          20       RL   11422   Pave  None      IR1         Lvl    AllPub
## 409          20       RL    6762   Pave  None      Reg         Lvl    AllPub
## 410          20       RL   10324   Pave  None      IR1         Lvl    AllPub
## 411          20       RL   11645   Pave  None      Reg         Lvl    AllPub
## 412          60       RL   11646   Pave  None      IR1         Lvl    AllPub
## 413          60       RL   16698   Pave  None      IR1         HLS    AllPub
## 414          20       RL    9757   Pave  None      Reg         Low    AllPub
## 415          20       RL   14753   Pave  None      IR2         Low    AllPub
## 416          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 417          20       RL   10739   Pave  None      IR1         Lvl    AllPub
## 418          20       RL   11166   Pave  None      Reg         Lvl    AllPub
## 419          20       RL   16269   Pave  None      IR1         Lvl    AllPub
## 420          20       RL    6950   Pave  None      IR1         Lvl    AllPub
## 421          20       RL   11664   Pave  None      Reg         Lvl    AllPub
## 422          60       RL   12334   Pave  None      IR1         Lvl    AllPub
## 423          60       RL    8749   Pave  None      Reg         Lvl    AllPub
## 424          60       RL   11250   Pave  None      Reg         Lvl    AllPub
## 425          20       RL   15750   Pave  None      Reg         Lvl    AllPub
## 426          20       RL   12782   Pave  None      Reg         Lvl    AllPub
## 427          20       RL    8750   Pave  None      Reg         Lvl    AllPub
## 428          20       RL   10200   Pave  None      Reg         Lvl    AllPub
## 429          60       RL   11069   Pave  None      Reg         Lvl    AllPub
## 430          20       RL   10682   Pave  None      Reg         Lvl    AllPub
## 431         180       RM    3675   Pave  None      Reg         Lvl    AllPub
## 432          20       RL    6410   Pave  None      Reg         HLS    AllPub
## 433          20       RL   11767   Pave  None      Reg         Lvl    AllPub
## 434          90       RL   10926   Pave  None      Reg         Lvl    AllPub
## 435          20       RL   11767   Pave  None      Reg         Lvl    AllPub
## 436          50       RL    8212   Pave  Grvl      Reg         Lvl    AllPub
## 437          50       RH    6300   Pave  Pave      Reg         Lvl    AllPub
## 438          70       RL    5707   Pave  None      Reg         Bnk    AllPub
## 439          30       RL    8574   Pave  None      Reg         Lvl    AllPub
## 440          70       RL    7155   Pave  None      Reg         Lvl    AllPub
## 441          50       RL   13680   Pave  None      Reg         HLS    AllPub
## 442          20       RL   14680   Pave  Grvl      IR1         HLS    AllPub
## 443          90       RL    8145   Pave  None      IR1         HLS    AllPub
## 444          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 445          20       RL   13339   Pave  None      IR1         Lvl    AllPub
## 446          50       RL   15600   Pave  None      Reg         Bnk    AllPub
## 447          20       RL   17500   Pave  None      Reg         Bnk    AllPub
## 448         160       RM    1733   Pave  None      Reg         Lvl    AllPub
## 449         160       RM    1488   Pave  None      Reg         Lvl    AllPub
## 450         160       RM    1612   Pave  None      Reg         Lvl    AllPub
## 451          80       RL   13607   Pave  None      IR1         Lvl    AllPub
## 452          20       RL   17597   Pave  None      Reg         Bnk    AllPub
## 453          70       RM    8660   Pave  None      Reg         Bnk    AllPub
## 454          30  C (all)   10200   Pave  Grvl      Reg         Lvl    AllPub
## 455         120       RM    3843   Pave  None      IR1         HLS    AllPub
## 456          30       RL   21780   Grvl  None      Reg         Lvl    AllPub
## 457          60       RL   10125   Pave  None      Reg         Lvl    AllPub
## 458          85       RL    9750   Pave  None      Reg         Lvl    AllPub
## 459          85       RL    9360   Pave  None      Reg         Bnk    AllPub
## 460          20       RL   11070   Pave  None      Reg         Lvl    AllPub
## 461          20       RL   13438   Pave  None      IR1         HLS    AllPub
## 462          20       RL   14463   Pave  None      IR1         HLS    AllPub
## 463          60       RL    9839   Pave  None      IR1         Lvl    AllPub
## 464          80       RL   14419   Pave  None      IR1         Lvl    AllPub
## 465          60       RL    9157   Pave  None      IR1         Lvl    AllPub
## 466          20       RL   12633   Pave  None      IR1         HLS    AllPub
## 467          20       RL   12518   Pave  None      IR1         Lvl    AllPub
## 468          20       RL   13383   Pave  None      IR1         Lvl    AllPub
## 469          85       RL    7689   Pave  None      IR1         Lvl    AllPub
## 470          80       RL    7706   Pave  None      Reg         Lvl    AllPub
## 471          85       RL    7669   Pave  None      Reg         Lvl    AllPub
## 472          60       RL   10429   Pave  None      Reg         Lvl    AllPub
## 473          60       RL   10457   Pave  None      IR1         Lvl    AllPub
## 474          60       RL    8702   Pave  None      IR1         Lvl    AllPub
## 475          60       RL    8139   Pave  None      Reg         Lvl    AllPub
## 476          60       RL    9535   Pave  None      IR1         Lvl    AllPub
## 477          60       RL   15038   Pave  None      IR2         Lvl    AllPub
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## 479         120       RL    6264   Pave  None      IR1         Lvl    AllPub
## 480         120       RL    5070   Pave  None      IR1         HLS    AllPub
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## 482          60       RL   14067   Pave  None      Reg         Lvl    AllPub
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## 484          60       RL   13543   Pave  None      IR1         HLS    AllPub
## 485          20       RL   15401   Pave  None      IR1         HLS    AllPub
## 486          20       RL   31220   Pave  None      IR1         Bnk    AllPub
## 487         120       RL    8118   Pave  None      Reg         HLS    AllPub
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## 489          20       RL   12680   Pave  None      IR1         Lvl    AllPub
## 490          20       RL   10825   Pave  None      IR1         Lvl    AllPub
## 491          20       RL   18559   Pave  None      IR1         Lvl    AllPub
## 492          20       RL   14450   Pave  None      Reg         Lvl    AllPub
## 493          20       RL   13068   Pave  None      Reg         Lvl    AllPub
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## 495          60       RL    9743   Pave  None      Reg         Lvl    AllPub
## 496          60       RL   12511   Pave  None      IR1         Lvl    AllPub
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## 498          60       RL   14311   Pave  None      IR1         Lvl    AllPub
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## 500          20       RL   10295   Pave  None      Reg         Lvl    AllPub
## 501          20       RL    7560   Pave  None      Reg         Lvl    AllPub
## 502         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 503         160       RM    1890   Pave  None      Reg         Lvl    AllPub
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## 505         160       RL    2308   Pave  None      Reg         Lvl    AllPub
## 506         120       RL    2529   Pave  None      Reg         Lvl    AllPub
## 507          20       RL   12704   Pave  None      Reg         Lvl    AllPub
## 508          20       RL   13693   Pave  None      Reg         Lvl    AllPub
## 509          20       RL   14418   Pave  None      IR1         Lvl    AllPub
## 510          60       RL   13418   Pave  None      Reg         Lvl    AllPub
## 511          60       RL   12539   Pave  None      Reg         Lvl    AllPub
## 512          60       RL   12151   Pave  None      IR1         Lvl    AllPub
## 513          60       RL    8899   Pave  None      Reg         Lvl    AllPub
## 514          60       RL   10574   Pave  None      IR1         Lvl    AllPub
## 515          20       RL   12720   Pave  None      Reg         HLS    AllPub
## 516          20       RL   10845   Pave  None      IR1         Lvl    AllPub
## 517          60       RL   16900   Pave  None      Reg         Lvl    AllPub
## 518          60       RL   16451   Pave  None      IR1         Lvl    AllPub
## 519         120       RL   10110   Pave  None      IR1         Lvl    AllPub
## 520         120       RL   12304   Pave  None      IR3         Lvl    AllPub
## 521         120       RL    8232   Pave  None      IR1         Lvl    AllPub
## 522         120       RL    6240   Pave  None      Reg         Lvl    AllPub
## 523         120       RL    6240   Pave  None      Reg         Lvl    AllPub
## 524         160       RL    2448   Pave  None      Reg         Lvl    AllPub
## 525         120       RL    3940   Pave  None      Reg         Lvl    AllPub
## 526         120       RM    3940   Pave  None      Reg         Lvl    AllPub
## 527          20       RL    3710   Pave  None      Reg         Lvl    AllPub
## 528          60       RL    9024   Pave  None      IR1         Lvl    AllPub
## 529          60       RL    8010   Pave  None      IR1         Lvl    AllPub
## 530          60       RL    8396   Pave  None      IR1         Lvl    AllPub
## 531         120       RL    7301   Pave  None      IR1         Lvl    AllPub
## 532          60       RL    8220   Pave  None      IR1         Lvl    AllPub
## 533          60       RL    7750   Pave  None      Reg         Lvl    AllPub
## 534          60       RL   12460   Pave  None      IR1         Lvl    AllPub
## 535          60       RL    8390   Pave  None      IR1         Lvl    AllPub
## 536          75       RL    9660   Pave  None      Reg         Lvl    AllPub
## 537          60       RL   11000   Pave  None      Reg         Lvl    AllPub
## 538          20       RL   11675   Pave  None      IR1         Lvl    AllPub
## 539          60       RL   10990   Pave  None      IR1         Lvl    AllPub
## 540          60       RL   11929   Pave  None      IR1         Lvl    AllPub
## 541          60       RL   10010   Pave  None      Reg         Lvl    AllPub
## 542          20       RL   13253   Pave  None      IR1         Lvl    AllPub
## 543          60       RL    9801   Pave  None      Reg         Lvl    AllPub
## 544          60       RL    9428   Pave  None      Reg         Lvl    AllPub
## 545          20       RL   10037   Pave  None      Reg         Lvl    AllPub
## 546          20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 547          20       FV   10625   Pave  None      Reg         Lvl    AllPub
## 548          20       FV    7500   Pave  Pave      Reg         Lvl    AllPub
## 549          60       RL   10110   Pave  None      Reg         Lvl    AllPub
## 550          60       RL   12774   Pave  None      Reg         Lvl    AllPub
## 551          20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 552          20       RL    9260   Pave  None      Reg         Lvl    AllPub
## 553          60       RL    8453   Pave  None      IR1         Lvl    AllPub
## 554          60       RL    8480   Pave  None      IR1         Lvl    AllPub
## 555          60       RL   14565   Pave  None      IR2         Lvl    AllPub
## 556          60       RL    8450   Pave  None      Reg         Lvl    AllPub
## 557          60       RL    8285   Pave  None      Reg         Lvl    AllPub
## 558          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 559          20       RL    8100   Pave  None      Reg         Lvl    AllPub
## 560         190       RL    8450   Pave  None      Reg         Lvl    AllPub
## 561          20       RL    6360   Pave  None      Reg         Lvl    AllPub
## 562          20       RL   19508   Pave  None      Reg         Lvl    AllPub
## 563          50       RL   10759   Pave  None      Reg         Lvl    AllPub
## 564          60       RL    9205   Pave  None      IR1         Lvl    AllPub
## 565          60       RL   11025   Pave  None      Reg         Lvl    AllPub
## 566         120       FV    3435   Pave  Pave      IR1         Lvl    AllPub
## 567         160       FV    3180   Pave  Pave      Reg         Lvl    AllPub
## 568         160       FV    3180   Pave  Pave      Reg         Lvl    AllPub
## 569         160       FV    2280   Pave  Pave      Reg         Lvl    AllPub
## 570         120       FV    4765   Pave  None      IR1         Lvl    AllPub
## 571         120       FV    4538   Pave  None      IR1         Lvl    AllPub
## 572         120       FV    4385   Pave  None      IR1         Lvl    AllPub
## 573         120       FV    4109   Pave  None      IR1         Lvl    AllPub
## 574         160       FV    2160   Pave  Pave      Reg         Lvl    AllPub
## 575          60       FV   10646   Pave  None      IR1         Lvl    AllPub
## 576         160       FV    2645   Pave  Pave      Reg         Lvl    AllPub
## 577         160       FV    2645   Pave  Pave      Reg         Lvl    AllPub
## 578         160       FV    3951   Pave  Pave      IR1         Lvl    AllPub
## 579         120       RL   11064   Pave  None      IR2         Lvl    AllPub
## 580          60       RL   24572   Pave  None      IR1         Lvl    AllPub
## 581          20       RL   16280   Pave  None      Reg         Lvl    AllPub
## 582          60       FV    7500   Pave  None      Reg         Lvl    AllPub
## 583          80       RL   11104   Pave  None      IR1         Lvl    AllPub
## 584          20       RL   11050   Pave  None      Reg         Lvl    AllPub
## 585          20       RL   15387   Pave  None      IR1         Lvl    AllPub
## 586          90       RL    9750   Pave  None      Reg         Lvl    AllPub
## 587          60       RL    8814   Pave  None      Reg         Lvl    AllPub
## 588          20       RL    8125   Pave  None      Reg         Lvl    AllPub
## 589          90       RL   11072   Pave  None      IR1         Lvl    AllPub
## 590          60       RL   13355   Pave  None      IR1         Lvl    AllPub
## 591          20       RL    7785   Pave  None      IR1         Lvl    AllPub
## 592          20       RL    9900   Pave  None      Reg         Lvl    AllPub
## 593          20       RL   11332   Pave  None      IR1         Lvl    AllPub
## 594          70       RL    4882   Pave  None      IR1         Bnk    AllPub
## 595          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 596          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 597          20       RL    7584   Pave  None      Reg         Lvl    AllPub
## 598          60       RL   14670   Pave  None      Reg         Lvl    AllPub
## 599          20       RL    8856   Pave  None      Reg         Lvl    AllPub
## 600          20       RL    9840   Pave  None      Reg         Lvl    AllPub
## 601          20       RL   13200   Pave  None      IR1         Lvl    AllPub
## 602          20       RL   10425   Pave  None      Reg         Lvl    AllPub
## 603          20       RL   11556   Pave  None      Reg         Lvl    AllPub
## 604          20       RL    9373   Pave  None      IR1         Lvl    AllPub
## 605          20       RL   12774   Pave  None      Reg         Lvl    AllPub
## 606          20       RL   14250   Pave  None      Reg         Lvl    AllPub
## 607          20       RL    8838   Pave  None      Reg         Lvl    AllPub
## 608          90       RL   12436   Pave  None      Reg         Lvl    AllPub
## 609          20       RL   10122   Pave  None      Reg         Lvl    AllPub
## 610          50       RL    7506   Pave  None      Reg         Lvl    AllPub
## 611          30       RL    5400   Pave  None      Reg         Lvl    AllPub
## 612          50       RL   10836   Pave  Grvl      Reg         Lvl    AllPub
## 613          20       RL   10180   Pave  None      IR1         Lvl    AllPub
## 614          20       RL   11355   Pave  None      IR1         Lvl    AllPub
## 615          20       RL   12929   Pave  None      IR1         Lvl    AllPub
## 616          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 617          20       RL    8000   Pave  None      Reg         Lvl    AllPub
## 618          20       RL    8000   Pave  None      Reg         Lvl    AllPub
## 619          50       RL    8064   Pave  None      Reg         Lvl    AllPub
## 620          45       RL    6390   Pave  None      Reg         Lvl    AllPub
## 621          50       RL    7200   Pave  None      Reg         Lvl    AllPub
## 622          90       RL    8513   Pave  None      Reg         Lvl    AllPub
## 623          50       RL    7200   Pave  None      Reg         Lvl    AllPub
## 624          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 625          20       RL    7590   Pave  None      Reg         Lvl    AllPub
## 626          20       RM    9836   Pave  Grvl      Reg         Bnk    AllPub
## 627          50       RM    9184   Pave  Grvl      Reg         Lvl    AllPub
## 628          70       RM    4800   Pave  Grvl      Reg         Lvl    AllPub
## 629          30       RM    4800   Pave  None      Reg         Lvl    AllPub
## 630          75       RM    6000   Pave  None      Reg         Lvl    AllPub
## 631         190       RM   11426   Pave  Grvl      Reg         Lvl    AllPub
## 632          50       RM    7628   Pave  None      Reg         Lvl    AllPub
## 633          50       RM    7308   Pave  None      Reg         Lvl    AllPub
## 634          30       RM    5400   Pave  None      Reg         Lvl    AllPub
## 635         190       RM   10800   Pave  Grvl      Reg         Lvl    AllPub
## 636          30       RM    6756   Pave  None      Reg         Lvl    AllPub
## 637          50       RM    5914   Pave  Grvl      Reg         Lvl    AllPub
## 638          50       RM    9000   Pave  None      Reg         Lvl    AllPub
## 639          20       RM    7311   Pave  None      Reg         Lvl    AllPub
## 640          20       RM   12205   Pave  None      Reg         Lvl    AllPub
## 641         190       RM    9142   Pave  None      Reg         Lvl    AllPub
## 642          75       RM    5350   Pave  None      Reg         Lvl    AllPub
## 643          50       RM    9143   Pave  Grvl      Reg         Lvl    AllPub
## 644         190       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 645          70       RM    6000   Pave  Grvl      Reg         Lvl    AllPub
## 646          70       RM   11340   Pave  None      Reg         Lvl    AllPub
## 647          70       RM   10800   Pave  None      Reg         Lvl    AllPub
## 648          20       RM    9750   Pave  None      Reg         Lvl    AllPub
## 649          20       RM    8516   Pave  None      Reg         Lvl    AllPub
## 650          30       RL    7111   Pave  None      IR1         Bnk    AllPub
## 651          50       RM    7425   Pave  None      IR1         Bnk    AllPub
## 652          50       RL    7010   Pave  None      Reg         Lvl    AllPub
## 653          50       RM    5000   Pave  None      Reg         Lvl    AllPub
## 654          70       RM    5870   Pave  None      Reg         Lvl    AllPub
## 655          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 656          30       RM    6000   Pave  None      Reg         HLS    AllPub
## 657          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 658          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 659          45       RM    5000   Pave  None      Reg         Bnk    AllPub
## 660          50       RM    5520   Pave  None      IR1         Lvl    AllPub
## 661          20       RM    5940   Pave  None      IR1         Lvl    AllPub
## 662          50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 663          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 664          50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 665          70       RM    6120   Pave  None      Reg         Lvl    AllPub
## 666          50       RL    9144   Pave  Pave      Reg         Lvl    AllPub
## 667          60       RM    8094   Pave  Grvl      Reg         Lvl    AllPub
## 668          50       RM    4347   Pave  None      Reg         Lvl    AllPub
## 669          30       RM    6291   Grvl  None      IR1         Lvl    AllPub
## 670          70       RM   10266   Pave  None      Reg         Lvl    AllPub
## 671          50       RM    6876   Pave  None      Reg         Bnk    AllPub
## 672          50       RM   10320   Pave  Grvl      Reg         Lvl    AllPub
## 673          30       RM    7200   Pave  None      Reg         Lvl    AllPub
## 674          50       RM    7006   Pave  None      Reg         Lvl    AllPub
## 675          30       RM   10320   Pave  None      Reg         Lvl    AllPub
## 676         190       RM   10320   Pave  Grvl      Reg         Lvl    AllPub
## 677          20       RL    9488   Pave  None      Reg         Lvl    AllPub
## 678          85       RL   11235   Pave  None      Reg         Lvl    AllPub
## 679          80       RL   13014   Pave  None      Reg         Lvl    AllPub
## 680          20       RL   10265   Pave  None      IR1         Lvl    AllPub
## 681          85       RL    7703   Pave  None      IR1         Lvl    AllPub
## 682          20       RL    9981   Pave  None      IR1         Lvl    AllPub
## 683          85       RL    7400   Pave  None      IR1         Lvl    AllPub
## 684         190       RL   12900   Pave  None      Reg         Lvl    AllPub
## 685          20       RL    9239   Pave  None      Reg         Lvl    AllPub
## 686          20       RL   14175   Pave  None      Reg         Lvl    AllPub
## 687         190       RL   10532   Pave  None      Reg         Lvl    AllPub
## 688          50       RL    8375   Pave  None      Reg         Lvl    AllPub
## 689          80       RL   10200   Pave  None      Reg         Lvl    AllPub
## 690          20       RL   20270   Pave  None      IR1         Lvl    AllPub
## 691          50       RL    5190   Pave  None      Reg         Lvl    AllPub
## 692          30       RL   19550   Pave  None      Reg         Lvl    AllPub
## 693          20       RL    9571   Pave  None      Reg         Lvl    AllPub
## 694          90       RL    9350   Pave  None      Reg         Lvl    AllPub
## 695          60       RL    9360   Pave  None      Reg         Lvl    AllPub
## 696          60       RL    9771   Pave  None      IR3         Lvl    AllPub
## 697          20       RL    9938   Pave  None      Reg         Lvl    AllPub
## 698          60       RL   14171   Pave  None      IR2         Lvl    AllPub
## 699          80       RL   10541   Pave  None      IR1         Lvl    AllPub
## 700          60       RL   10616   Pave  None      IR1         Lvl    AllPub
## 701          20       RL    9345   Pave  None      IR1         Lvl    AllPub
## 702          20       RL   11778   Pave  None      Reg         Lvl    AllPub
## 703          20       RL   11778   Pave  None      Reg         Lvl    AllPub
## 704          80       RL   11454   Pave  None      IR2         Lvl    AllPub
## 705          20       RL   11500   Pave  None      IR1         Bnk    AllPub
## 706          20       RL    9750   Pave  None      Reg         Low    AllPub
## 707          20       RL    8696   Pave  None      IR1         Lvl    AllPub
## 708          60       RL   13142   Pave  None      IR1         Lvl    AllPub
## 709          60       RL    8998   Pave  None      IR1         Lvl    AllPub
## 710          60       RL   12192   Pave  None      IR1         Lvl    AllPub
## 711          20       RL   12250   Pave  None      IR1         Lvl    AllPub
## 712          20       RL    9216   Pave  None      IR1         Lvl    AllPub
## 713          20       RL   14330   Pave  None      IR1         Lvl    AllPub
## 714          60       RL   10400   Pave  None      Reg         Lvl    AllPub
## 715          60       RL    9720   Pave  None      IR1         Lvl    AllPub
## 716          20       RL   14860   Pave  None      IR2         Lvl    AllPub
## 717          60       RL   10905   Pave  None      IR2         Lvl    AllPub
## 718          60       RL   11690   Pave  None      IR1         Lvl    AllPub
## 719         120       RM    4426   Pave  None      Reg         Lvl    AllPub
## 720          90       RM   10126   Pave  None      Reg         Lvl    AllPub
## 721          20       RL    9750   Pave  None      Reg         Lvl    AllPub
## 722          20       RL   11058   Pave  None      Reg         Lvl    AllPub
## 723          20       RL    9627   Pave  None      Reg         Lvl    AllPub
## 724          20       RL    9825   Pave  None      Reg         Lvl    AllPub
## 725          85       RL   12102   Pave  None      Reg         Lvl    AllPub
## 726          20       RL    6500   Pave  None      Reg         Lvl    AllPub
## 727          80       RL    9638   Pave  None      IR1         Lvl    AllPub
## 728          60       RL    7200   Pave  None      Reg         Lvl    AllPub
## 729          20       RL   47007   Pave  None      IR1         Lvl    AllPub
## 730          90       RL    6012   Pave  None      Reg         Lvl    AllPub
## 731          90       RL    6845   Pave  None      Reg         Lvl    AllPub
## 732         190       RL    6931   Pave  None      Reg         Lvl    AllPub
## 733          50       RL   12180   Pave  None      Reg         Lvl    AllPub
## 734          50       RL    8050   Pave  None      Reg         Lvl    AllPub
## 735          20       RL    9520   Pave  None      Reg         Bnk    AllPub
## 736          80       RL    7692   Pave  None      Reg         Bnk    AllPub
## 737          30       RL    5142   Pave  None      Reg         Lvl    AllPub
## 738          30       RL    7290   Pave  None      Reg         Lvl    AllPub
## 739          90       RL    7804   Pave  None      Reg         Lvl    AllPub
## 740          70       RL    8969   Pave  None      Reg         Bnk    AllPub
## 741          50       RL   15564   Pave  None      Reg         Lvl    AllPub
## 742          70       RL    7609   Pave  None      Reg         Lvl    AllPub
## 743          70       RL    9650   Pave  None      IR1         HLS    AllPub
## 744          50       RL   11700   Pave  Grvl      IR1         HLS    AllPub
## 745          50       RL    9260   Pave  Grvl      IR1         HLS    AllPub
## 746          20       RL    7801   Pave  None      IR1         Lvl    AllPub
## 747          70       RL    9670   Pave  None      IR1         HLS    AllPub
## 748          50       RL   12392   Pave  None      Reg         Bnk    AllPub
## 749          20       RL   26073   Pave  None      IR1         Lvl    AllPub
## 750         160       RM    1879   Pave  None      Reg         Lvl    AllPub
## 751          30       RM    7000   Pave  None      Reg         Lvl    AllPub
## 752          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 753          50       RM    8155   Pave  None      Reg         Lvl    AllPub
## 754          80       RM    6000   Pave  None      Reg         Lvl    AllPub
## 755          30       RM    7392   Pave  None      Reg         Lvl    AllPub
## 756          50       RM    9000   Pave  None      Reg         Lvl    AllPub
## 757          20       RL   14584   Pave  None      Reg         Low    AllPub
## 758          70  C (all)    5280   Pave  None      Reg         Lvl    AllPub
## 759          50  C (all)    5150   Pave  None      Reg         Lvl    AllPub
## 760          70  C (all)    9000   Grvl  None      Reg         Bnk    AllPub
## 761         120       RM    3843   Pave  None      IR1         HLS    AllPub
## 762         120       RM    3811   Pave  None      IR1         HLS    AllPub
## 763          20       RL   23730   Pave  None      IR2         Lvl    AllPub
## 764          60       RL   11050   Pave  None      Reg         Lvl    AllPub
## 765          90       RL   10260   Pave  None      Reg         Lvl    AllPub
## 766          20       RL    9990   Pave  None      Reg         Lvl    AllPub
## 767         120       RL    4084   Pave  None      IR1         Lvl    AllPub
## 768          20       RL   11563   Pave  None      IR1         HLS    AllPub
## 769          60       RL   12852   Pave  None      IR1         HLS    AllPub
## 770          80       RL    9802   Pave  None      Reg         Lvl    AllPub
## 771          60       RL   12018   Pave  None      IR1         HLS    AllPub
## 772          20       RL   12890   Pave  None      IR1         Lvl    AllPub
## 773          20       RL   18265   Pave  None      Reg         Lvl    AllPub
## 774          20       RL   11202   Pave  None      IR1         Lvl    AllPub
## 775          20       RL    7915   Pave  None      IR1         Lvl    AllPub
## 776          20       RL   11449   Pave  None      IR1         HLS    AllPub
## 777          20       RL   11447   Pave  None      IR1         Lvl    AllPub
## 778          90       RM    8940   Pave  None      IR1         Lvl    AllPub
## 779          20       RL    9278   Pave  None      Reg         Lvl    AllPub
## 780         120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 781          85       RL   14137   Pave  None      Reg         Lvl    AllPub
## 782         120       RM    4224   Pave  None      Reg         Lvl    AllPub
## 783         160       RM    2665   Pave  None      Reg         Lvl    AllPub
## 784         180       RM    1974   Pave  None      Reg         Lvl    AllPub
## 785         180       RM    1596   Pave  None      Reg         Lvl    AllPub
## 786          20       RL   17979   Pave  None      IR1         Lvl    AllPub
## 787         160       RM    1477   Pave  None      Reg         Lvl    AllPub
## 788          20       RL    6490   Pave  None      Reg         Lvl    AllPub
## 789          20       RL    6600   Pave  None      Reg         Lvl    AllPub
## 790          20       RL   12395   Pave  None      Reg         Lvl    AllPub
## 791          70       RL   56600   Pave  None      IR1         Low    AllPub
## 792          20       RL   10667   Pave  None      Reg         Lvl    AllPub
## 793          80       RL    8872   Pave  None      IR1         HLS    AllPub
## 794          80       RL   10147   Pave  None      IR1         Lvl    AllPub
## 795          60       RL    8637   Pave  None      IR1         Lvl    AllPub
## 796          60       RL    7875   Pave  None      Reg         Lvl    AllPub
## 797          60       RL    7500   Pave  None      Reg         Lvl    AllPub
## 798          20       RL    9556   Pave  None      IR1         Lvl    AllPub
## 799          60       RL    7655   Pave  None      IR1         Lvl    AllPub
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## 840          60       RL   14277   Pave  None      Reg         Lvl    AllPub
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## 996          50       RM    8674   Pave  None      Reg         HLS    AllPub
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## 1026         20       RL   14175   Pave  None      Reg         Bnk    AllPub
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## 1063         20       RL   11800   Pave  None      IR1         Bnk    AllPub
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## 1076         60       RL   15295   Pave  None      IR3         Lvl    AllPub
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## 1090         20       RL   39290   Pave  None      IR1         Bnk    AllPub
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## 1097         20       RL    8172   Pave  None      Reg         HLS    AllPub
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## 1100         50       RL    6821   Pave  None      Reg         HLS    AllPub
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## 1105         20       RL   13108   Pave  None      IR2         HLS    AllPub
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## 1109         20       RL   21579   Pave  None      IR1         Lvl    AllPub
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## 1111         20       RL   17871   Pave  None      IR2         Lvl    AllPub
## 1112        120       RM    3907   Pave  None      IR1         Bnk    AllPub
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## 1114         20       RL   18044   Pave  None      IR1         HLS    AllPub
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## 1116         50       RM    7288   Pave  None      Reg         Lvl    AllPub
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## 1118         30       RM    3672   Pave  None      Reg         Lvl    AllPub
## 1119         50       RM   11067   Pave  None      Reg         Lvl    AllPub
## 1120        190  C (all)    8250   Pave  None      Reg         Lvl    AllPub
## 1121         20  C (all)    6565   Pave  None      Reg         Lvl    AllPub
## 1122         30  C (all)    6060   Pave  None      Reg         Lvl    AllPub
## 1123        120       RM    5568   Pave  None      IR1         HLS    AllPub
## 1124         85       RL   12150   Pave  None      IR1         Bnk    AllPub
## 1125         20       RL   10000   Pave  None      Reg         Lvl    AllPub
## 1126         20       RL   12864   Pave  None      IR1         Lvl    AllPub
## 1127         20       RL    9928   Pave  None      IR1         Lvl    AllPub
## 1128         80       RL    8750   Pave  None      IR1         Lvl    AllPub
## 1129         85       RL    8410   Pave  None      IR1         Lvl    AllPub
## 1130        120       RL    4054   Pave  None      IR1         Lvl    AllPub
## 1131         20       RL   19958   Pave  None      Reg         Lvl    AllPub
## 1132         20       RL    8368   Pave  None      IR1         HLS    AllPub
## 1133         20       RL    8298   Pave  None      IR1         HLS    AllPub
## 1134         20       RL   10331   Pave  None      Reg         Lvl    AllPub
## 1135         20       RL    6718   Pave  None      IR1         Lvl    AllPub
## 1136         20       RL   11305   Pave  None      Reg         Lvl    AllPub
## 1137         20       RL    7777   Pave  None      IR1         Lvl    AllPub
## 1138         60       RL   11800   Pave  None      IR1         Lvl    AllPub
## 1139         20       RL   12633   Pave  None      IR1         HLS    AllPub
## 1140         20       RL   43500   Pave  None      Reg         Lvl    AllPub
## 1141        120       RM    6710   Pave  None      IR1         Lvl    AllPub
## 1142        160       RM    1504   Pave  None      Reg         Lvl    AllPub
## 1143        180       RM    1533   Pave  None      Reg         Lvl    AllPub
## 1144        160       RM    1495   Pave  None      Reg         Lvl    AllPub
## 1145        160       RM    1890   Pave  None      Reg         Lvl    AllPub
## 1146         85       RL    9129   Pave  None      Reg         Lvl    AllPub
## 1147         80       RL   15957   Pave  None      IR1         Low    AllPub
## 1148         20       RL   33983   Pave  None      IR1         Lvl    AllPub
## 1149         60       RL    8286   Pave  None      IR1         Lvl    AllPub
## 1150         85       RL    6723   Pave  None      Reg         Lvl    AllPub
## 1151         20       RL   27697   Pave  None      Reg         Lvl    AllPub
## 1152         20       RL   11000   Pave  None      IR2         Lvl    AllPub
## 1153         20       RL   11625   Pave  None      IR1         Lvl    AllPub
## 1154         20       RL   10447   Pave  None      Reg         Lvl    AllPub
## 1155         20       RL   11027   Pave  None      IR1         Lvl    AllPub
## 1156         20       RL   10533   Pave  None      IR1         Lvl    AllPub
## 1157         20       RL   11765   Pave  None      IR1         Lvl    AllPub
## 1158         20       RL   39384   Pave  None      IR1         Low    AllPub
## 1159         20       RL   11727   Pave  None      Reg         Lvl    AllPub
## 1160         60       RL    8238   Pave  None      IR1         Lvl    AllPub
## 1161         60       RL   13041   Pave  None      IR2         Lvl    AllPub
## 1162         60       RL    9783   Pave  None      IR1         Lvl    AllPub
## 1163         60       RL   13128   Pave  None      IR1         HLS    AllPub
## 1164         60       RL   13751   Pave  None      IR1         HLS    AllPub
## 1165        160       RL   13108   Pave  None      IR1         Lvl    AllPub
## 1166         20       RL    8076   Pave  None      IR1         Lvl    AllPub
## 1167        120       RL    3701   Pave  None      IR1         Lvl    AllPub
## 1168         60       RL   16023   Pave  None      IR1         HLS    AllPub
## 1169         60       RL   18062   Pave  None      IR1         HLS    AllPub
## 1170         60       RL   12292   Pave  None      IR1         HLS    AllPub
## 1171         60       RL   16052   Pave  None      IR1         Lvl    AllPub
## 1172         60       RL   15922   Pave  None      IR1         HLS    AllPub
## 1173        120       RL    8147   Pave  None      Reg         HLS    AllPub
## 1174         20       RL   18261   Pave  None      IR1         HLS    AllPub
## 1175         85       RL   10464   Pave  None      IR1         Lvl    AllPub
## 1176         60       RL   10530   Pave  None      Reg         Lvl    AllPub
## 1177         85       RL    9927   Pave  None      IR1         Lvl    AllPub
## 1178         60       FV    9512   Pave  None      IR1         Lvl    AllPub
## 1179         80       RL   10530   Pave  None      Reg         Lvl    AllPub
## 1180         20       RL   10000   Pave  None      Reg         Lvl    AllPub
## 1181         20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 1182        120       RH    8773   Pave  None      IR2         Lvl    AllPub
## 1183        160       RM    2760   Pave  None      Reg         Lvl    AllPub
## 1184        160       RM    2160   Pave  None      Reg         Lvl    AllPub
## 1185        160       RM    1890   Pave  None      Reg         Lvl    AllPub
## 1186        160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 1187        160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 1188        120       RL    4043   Pave  None      Reg         Lvl    AllPub
## 1189         20       RL    7514   Pave  None      Reg         Lvl    AllPub
## 1190        120       RL    2280   Pave  None      Reg         Lvl    AllPub
## 1191        160       RL    2179   Pave  None      Reg         Lvl    AllPub
## 1192         60       RL   16387   Pave  None      IR1         Lvl    AllPub
## 1193         20       RL   16163   Pave  None      Reg         Lvl    AllPub
## 1194         20       RL   12228   Pave  None      Reg         Lvl    AllPub
## 1195         20       RL   14780   Pave  None      IR1         HLS    AllPub
## 1196         60       RL   13975   Pave  None      IR1         Lvl    AllPub
## 1197         60       RL    9942   Pave  None      IR1         Lvl    AllPub
## 1198         60       RL   12867   Pave  None      IR1         Lvl    AllPub
## 1199         60       RL   10672   Pave  None      IR1         Lvl    AllPub
## 1200         60       RL   11643   Pave  None      IR1         Lvl    AllPub
## 1201         20       RL   13758   Pave  None      IR1         Lvl    AllPub
## 1202         20       RL   14828   Pave  None      IR1         Lvl    AllPub
## 1203         60       RL   13215   Pave  None      IR1         Lvl    AllPub
## 1204        120       RL    5911   Pave  None      Reg         Lvl    AllPub
## 1205         20       RL    7740   Pave  None      Reg         Lvl    AllPub
## 1206        120       RL    6373   Pave  None      Reg         Lvl    AllPub
## 1207         60       RL   10237   Pave  None      Reg         Lvl    AllPub
## 1208         60       RL   10237   Pave  None      Reg         Lvl    AllPub
## 1209         20       RL   11660   Pave  None      IR1         Lvl    AllPub
## 1210         60       RL   11631   Pave  None      IR1         Lvl    AllPub
## 1211         60       RL    9073   Pave  None      IR1         Lvl    AllPub
## 1212        120       RL    3087   Pave  None      Reg         Lvl    AllPub
## 1213        120       RL    2938   Pave  None      Reg         Lvl    AllPub
## 1214        120       RM    3072   Pave  None      Reg         Lvl    AllPub
## 1215        120       RL    3010   Pave  None      Reg         Lvl    AllPub
## 1216         60       RL    9171   Pave  None      IR1         Lvl    AllPub
## 1217         60       RL    8658   Pave  None      IR1         Lvl    AllPub
## 1218         60       RL   12104   Pave  None      IR1         Lvl    AllPub
## 1219         60       RL    9660   Pave  None      IR1         Lvl    AllPub
## 1220         60       RL    9545   Pave  None      Reg         Lvl    AllPub
## 1221         60       RL    9233   Pave  None      IR1         Lvl    AllPub
## 1222         60       RL   10019   Pave  None      IR1         Lvl    AllPub
## 1223         60       RL   17242   Pave  None      IR1         Lvl    AllPub
## 1224         60       RL   10236   Pave  None      IR1         Lvl    AllPub
## 1225         60       RL   12585   Pave  None      IR1         Lvl    AllPub
## 1226         60       RL   12447   Pave  None      IR1         Lvl    AllPub
## 1227         20       RL   15218   Pave  None      IR1         Lvl    AllPub
## 1228         20       RL   10936   Pave  None      Reg         Lvl    AllPub
## 1229         20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 1230         60       FV   13162   Pave  None      Reg         Lvl    AllPub
## 1231         60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 1232         20       RL    7733   Pave  None      IR1         Lvl    AllPub
## 1233         20       RL   11024   Pave  None      IR1         Lvl    AllPub
## 1234         20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 1235         60       RL    7800   Pave  None      Reg         Lvl    AllPub
## 1236         60       RL    7632   Pave  None      IR1         Lvl    AllPub
## 1237         60       RL    8304   Pave  None      IR1         Lvl    AllPub
## 1238         60       RL    9370   Pave  None      IR2         Lvl    AllPub
## 1239        120       RL    7175   Pave  None      Reg         Lvl    AllPub
## 1240        120       RL    7175   Pave  None      Reg         Lvl    AllPub
## 1241         60       RL    9019   Pave  None      IR1         Lvl    AllPub
## 1242         20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 1243         90       RM    8927   Pave  None      Reg         Lvl    AllPub
## 1244         20       RL    9240   Pave  None      IR1         Lvl    AllPub
## 1245         20       RL    9308   Pave  None      IR1         Lvl    AllPub
## 1246         20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 1247         20       RL    8638   Pave  None      IR1         Lvl    AllPub
## 1248         20       RL   13052   Pave  None      IR1         Lvl    AllPub
## 1249         20       RL    8020   Pave  None      IR1         Lvl    AllPub
## 1250         20       RL    8789   Pave  None      IR1         Lvl    AllPub
## 1251         80       RL   14330   Pave  None      IR1         Low    AllPub
## 1252         60       RL   11025   Pave  None      Reg         HLS    AllPub
## 1253        120       FV    3628   Pave  Pave      Reg         Lvl    AllPub
## 1254        160       FV    2544   Pave  Pave      Reg         Lvl    AllPub
## 1255        160       FV    2998   Pave  None      Reg         Lvl    AllPub
## 1256        160       FV    4447   Pave  None      IR1         Lvl    AllPub
## 1257         60       FV    8314   Pave  Pave      IR1         Lvl    AllPub
## 1258         20       FV    7180   Pave  Pave      IR1         Lvl    AllPub
## 1259        190       RL   13110   Pave  None      IR1         Lvl    AllPub
## 1260         20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 1261         20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1262         60       RL    8640   Pave  None      Reg         Lvl    AllPub
## 1263         20       RL    9360   Pave  None      Reg         Lvl    AllPub
## 1264         85       RL    8400   Pave  None      Reg         Lvl    AllPub
## 1265         20       RL    9759   Pave  None      IR1         Lvl    AllPub
##      LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType HouseStyle
## 1       Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 2       Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 3       Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 4       Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 5       Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 6       Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 7       Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 8       Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 9       Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 10      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 11         FR2       Gtl        NAmes       Norm       Norm   TwnhsE     1Story
## 12      Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 13      Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 14         FR2       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 15         FR2       Gtl      NPkVill       Norm       Norm    Twnhs     1Story
## 16      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 17      Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 18      Inside       Gtl      NridgHt       PosN       Norm     1Fam     1Story
## 19      Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 20      Inside       Mod      NridgHt       Norm       Norm     1Fam     1Story
## 21      Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 22      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 23      Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 24      Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 25      Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 26      Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 27     CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 28      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 29      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 30      Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 31      Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 32      Corner       Gtl      SawyerW      Feedr       Norm     1Fam     1Story
## 33     CulDSac       Gtl       Sawyer       RRNe       Norm     1Fam     1Story
## 34      Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 35      Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 36     CulDSac       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 37      Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 38      Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 39      Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 40      Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 41      Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 42         FR2       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 43      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 44      Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 45      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 46      Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 47      Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 48      Inside       Gtl       NWAmes       Norm       Norm     1Fam     1.5Fin
## 49      Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 50      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 51      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 52      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 53      Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 54      Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 55      Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 56      Corner       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 57      Inside       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 58      Corner       Gtl        NAmes      Feedr       Norm   Duplex     1Story
## 59      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 60      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 61      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 62      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 63      Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 64      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 65      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 66      Inside       Gtl        NAmes       Norm       Norm   2fmCon     1Story
## 67      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 68      Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 69      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 70      Inside       Mod        NAmes       Norm       Norm     1Fam     1Story
## 71      Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 72      Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 73      Inside       Mod      OldTown       Norm       Norm     1Fam     1Story
## 74      Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 75      Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 76      Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 77      Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 78      Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 79      Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 80      Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 81      Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 82      Corner       Gtl      BrkSide      Feedr      Feedr     1Fam     1.5Fin
## 83      Corner       Gtl      BrkSide       Norm       Norm     1Fam     2.5Unf
## 84      Inside       Gtl      BrkSide      Feedr       Norm     1Fam     1Story
## 85      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 86      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 87      Corner       Gtl      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 88      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 89      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 90      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 91      Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 92      Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 93      Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 94      Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 95      Inside       Gtl      ClearCr      Feedr       Norm     1Fam     1Story
## 96      Inside       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 97      Inside       Gtl        SWISU       Norm       Norm   2fmCon     1.5Fin
## 98      Inside       Mod        SWISU       Norm       Norm     1Fam     1.5Fin
## 99      Inside       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 100     Corner       Gtl        SWISU     Artery       Norm   2fmCon     1.5Fin
## 101     Inside       Gtl       Sawyer       Norm       Norm   Duplex     1Story
## 102     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 103     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 104     Inside       Gtl       Sawyer       Norm       Norm   Duplex     SFoyer
## 105     Inside       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 106     Inside       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 107     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 108    CulDSac       Mod      ClearCr       Norm       Norm     1Fam     2Story
## 109     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 110     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 111     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 112     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 113     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 114    CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 115     Inside       Mod      SawyerW       Norm       Norm     1Fam     1Story
## 116    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 117     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 118     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1.5Fin
## 119     Corner       Gtl      CollgCr       Norm       Norm     1Fam     SFoyer
## 120     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 121        FR2       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 122     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 123     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 124     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 125     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 126     Inside       Mod      Edwards      Feedr       Norm     1Fam     1Story
## 127     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 128    CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 129     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 130     Inside       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 131     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 132     Inside       Gtl        SWISU     Artery       Norm     1Fam     1Story
## 133     Corner       Gtl        SWISU       Norm       Norm     1Fam     1Story
## 134     Inside       Gtl        SWISU       Norm       Norm   Duplex     2Story
## 135     Inside       Gtl        SWISU      Feedr       Norm     1Fam     1.5Fin
## 136     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 137     Inside       Gtl      Crawfor       Norm       Norm   Duplex     2Story
## 138        FR2       Gtl      Crawfor       Norm       Norm     1Fam       SLvl
## 139     Inside       Mod      Blueste       Norm       Norm   TwnhsE     1Story
## 140     Inside       Mod      Blueste       Norm       Norm   TwnhsE     1Story
## 141     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 142     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 143     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 144     Corner       Mod      Crawfor     Artery       Norm   TwnhsE     1Story
## 145     Inside       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 146     Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 147     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 148     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 149     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 150     Inside       Gtl       Timber       Norm       Norm     1Fam     2Story
## 151     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 152     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 153     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 154     Inside       Mod      MeadowV       Norm       Norm    Twnhs     1Story
## 155     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 156     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 157     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 158     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 159     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 160     Inside       Gtl      Mitchel       Norm       Norm   Duplex     2Story
## 161     Inside       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 162     Inside       Mod      Mitchel       Norm       Norm     1Fam     1.5Fin
## 163     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 164     Inside       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 165     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 166     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 167     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 168     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 169     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 170    CulDSac       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 171     Corner       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 172     Corner       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 173     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 174     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 175     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 176     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 177     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 178     Inside       Gtl       NWAmes       RRNn       Norm     1Fam     2Story
## 179     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 180     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 181     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 182     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 183     Inside       Gtl      Somerst       RRNn       Norm     1Fam     2Story
## 184     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 185    CulDSac       Gtl       NWAmes       PosN       Norm     1Fam     1Story
## 186     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 187     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 188     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 189     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 190     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 191        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 192     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 193     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 194        FR2       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 195        FR2       Gtl      NPkVill       Norm       Norm    Twnhs     1Story
## 196     Inside       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 197     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 198     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 199     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     1Story
## 200     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 201     Inside       Gtl      NridgHt       PosN       Norm     1Fam     2Story
## 202     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 203     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 204     Inside       Gtl      NridgHt       PosA       PosA     1Fam     1Story
## 205     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 206        FR3       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 207    CulDSac       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 208     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 209     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 210     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 211     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 212     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 213     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 214     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 215     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 216     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 217     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 218     Inside       Mod      NridgHt       Norm       Norm     1Fam     1Story
## 219     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 220     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 221     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 222     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 223     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 224     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 225     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 226     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 227     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 228     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 229     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 230     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 231     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 232     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 233     Inside       Gtl      Gilbert       RRAn       Norm     1Fam       SLvl
## 234     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 235     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 236    CulDSac       Gtl      Gilbert       RRNn       Norm     1Fam     2Story
## 237     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 238     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 239    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 240     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 241     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 242     Inside       Gtl      Somerst       PosN       Norm     1Fam     1Story
## 243     Inside       Gtl      Somerst       PosN       Norm     1Fam     1Story
## 244     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 245     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 246     Corner       Gtl      Somerst       PosN       PosN     1Fam     1Story
## 247     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 248     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 249     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 250     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 251     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 252     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 253     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 254     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 255     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 256     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 257     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 258     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 259     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 260     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 261     Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 262     Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 263     Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 264     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 265    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 266     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 267     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 268     Inside       Gtl      SawyerW       RRAe       Norm     1Fam     2Story
## 269    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 270     Inside       Gtl      SawyerW       Norm       Norm   Duplex     2Story
## 271     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 272     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 273     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 274     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 275     Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 276     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 277     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 278     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 279     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 280     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 281     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 282     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 283        FR2       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 284     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 285     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 286        FR2       Mod      Veenker      Feedr       Norm     1Fam       SLvl
## 287    CulDSac       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 288     Inside       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 289     Inside       Gtl       NWAmes      Feedr       Norm     1Fam     1Story
## 290     Inside       Gtl       NWAmes      Feedr       Norm     1Fam     1Story
## 291     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 292     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 293     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 294     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 295     Inside       Gtl       NWAmes       Norm       Norm     1Fam     SFoyer
## 296     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 297     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 298     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 299     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 300     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 301     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 302     Corner       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 303     Corner       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 304     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 305     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 306     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 307     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 308     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 309     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 310     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 311     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 312     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 313     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 314     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 315    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 316     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 317     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 318     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 319     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 320     Corner       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 321     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 322     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 323     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 324     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 325     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 326     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 327     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 328     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 329     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 330     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 331     Corner       Gtl        NAmes     Artery       Norm   Duplex     2Story
## 332     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 333     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 334     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 335     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 336     Inside       Mod        NAmes       Norm       Norm     1Fam     1Story
## 337     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 338     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 339     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 340     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 341     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 342     Corner       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 343     Corner       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 344     Inside       Gtl        NAmes       Norm       Norm   Duplex     SFoyer
## 345     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 346     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 347     Inside       Gtl      OldTown       Norm       Norm   Duplex     2Story
## 348     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 349     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 350     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 351     Corner       Gtl      OldTown     Artery       Norm   2fmCon     2Story
## 352     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 353     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 354     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 355     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 356     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 357     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 358     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 359     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 360     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 361     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 362     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 363     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 364     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 365     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     1.5Fin
## 366     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 367     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 368     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 369     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 370     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 371     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 372     Inside       Gtl      OldTown       Norm       Norm   Duplex     2Story
## 373     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 374     Corner       Mod      OldTown      Feedr       Norm     1Fam     2Story
## 375     Corner       Gtl      OldTown      Feedr       Norm   2fmCon     2.5Unf
## 376     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 377     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     SFoyer
## 378     Inside       Gtl       IDOTRR     Artery       Norm   2fmCon     2Story
## 379     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 380     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 381     Inside       Gtl      Edwards       Norm       Norm   Duplex     SFoyer
## 382     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 383     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 384    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 385     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 386     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 387     Inside       Gtl      ClearCr       Norm       Norm     1Fam       SLvl
## 388     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 389    CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 390     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 391     Inside       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 392     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 393     Inside       Gtl      Edwards       Norm       Norm   TwnhsE     1Story
## 394     Inside       Gtl      SawyerW      Feedr       Norm     1Fam       SLvl
## 395     Inside       Gtl      SawyerW       Norm       Norm     1Fam       SLvl
## 396     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 397        FR2       Gtl      SawyerW      Feedr       Norm     1Fam     2Story
## 398     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     2Story
## 399     Inside       Gtl      SawyerW       Norm       Norm   Duplex     1Story
## 400     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     SFoyer
## 401     Inside       Gtl      SawyerW       Norm       Norm   Duplex     1Story
## 402     Inside       Gtl      SawyerW       Norm       Norm   Duplex     2Story
## 403     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     2Story
## 404     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     2Story
## 405     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 406     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 407     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 408     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 409     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 410     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 411     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 412     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 413    CulDSac       Mod      ClearCr       Norm       Norm     1Fam     2Story
## 414     Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 415     Inside       Gtl      CollgCr       PosN       Norm     1Fam     1Story
## 416     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 417     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 418     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 419    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 420     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 421     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 422     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 423     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 424     Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 425        FR3       Gtl      CollgCr      Feedr       Norm     1Fam     1Story
## 426     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 427     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 428     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 429     Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 430     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 431     Inside       Gtl      Edwards       Norm       Norm   TwnhsE     SFoyer
## 432     Inside       Mod      Edwards       Norm       Norm     1Fam     1Story
## 433     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 434     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 435     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 436     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 437     Corner       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 438     Inside       Gtl        SWISU      Feedr       Norm     1Fam     2Story
## 439     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 440     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 441     Inside       Mod      Crawfor       Norm       Norm     1Fam     1.5Fin
## 442     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 443     Corner       Gtl      Crawfor       Norm       Norm   Duplex     2.5Unf
## 444     Inside       Gtl      Crawfor      Feedr       Norm     1Fam     1Story
## 445     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 446     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 447     Corner       Mod      Crawfor       PosA       Norm     1Fam     1Story
## 448     Inside       Gtl      Blueste       Norm       Norm    Twnhs     2Story
## 449     Inside       Gtl      Blueste       Norm       Norm   TwnhsE     2Story
## 450     Inside       Gtl      Blueste       Norm       Norm    Twnhs     2Story
## 451     Inside       Gtl      Crawfor       Norm       Norm     1Fam       SLvl
## 452     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 453     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 454     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 455     Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 456     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 457     Inside       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 458     Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 459     Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 460     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 461     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 462     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 463    CulDSac       Gtl       Timber       Norm       Norm     1Fam     2Story
## 464     Corner       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 465     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 466     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 467     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 468     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 469     Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 470     Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 471     Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 472     Inside       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 473     Inside       Mod      Mitchel       Norm       Norm     1Fam     2Story
## 474     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 475     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 476     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 477     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 478     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 479     Corner       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 480     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 481     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 482        FR3       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 483     Inside       Mod      StoneBr       Norm       Norm   TwnhsE     1Story
## 484     Corner       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 485    CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 486        FR2       Gtl      Gilbert      Feedr       Norm     1Fam     1Story
## 487     Inside       Gtl      StoneBr       PosN       PosN   TwnhsE     1Story
## 488     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 489     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 490     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 491    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 492     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 493     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 494     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 495     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 496     Corner       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 497     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 498        FR3       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 499        FR2       Gtl        NAmes       Norm       Norm   Duplex     2Story
## 500        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 501     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 502     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 503     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 504     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 505        FR2       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 506     Inside       Gtl      NPkVill       Norm       Norm    Twnhs     1Story
## 507     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 508     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 509     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 510     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 511     Inside       Gtl      NridgHt       PosN       Norm     1Fam     2Story
## 512     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 513     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 514     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 515     Inside       Mod      NridgHt       Norm       Norm     1Fam     1Story
## 516     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 517     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 518     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 519     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 520     Corner       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 521     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 522     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 523     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 524     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 525     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 526     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 527     Inside       Gtl      Blmngtn       Norm       Norm     1Fam     1Story
## 528     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 529     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 530     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 531     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 532     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 533     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 534        FR2       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 535     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 536     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2.5Unf
## 537        FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 538     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 539    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 540    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 541     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 542     Inside       Gtl      Somerst       RRAn       Norm     1Fam     1Story
## 543     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 544     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 545     Corner       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 546     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 547     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 548     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 549     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 550        FR2       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 551     Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 552     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 553     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 554     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 555    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 556     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 557     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 558     Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 559     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 560     Inside       Gtl       Sawyer       RRAe       Norm   2fmCon     1Story
## 561     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 562     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 563     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1.5Fin
## 564     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 565     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1.5Fin
## 566     Corner       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 567     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 568     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 569     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 570     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 571     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 572     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 573     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 574     Inside       Gtl      Somerst       Norm       Norm    Twnhs       SLvl
## 575     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 576     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 577     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 578     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 579    CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 580    CulDSac       Gtl      Veenker       Norm       Norm     1Fam     2Story
## 581     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 582     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 583     Inside       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 584     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 585    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 586     Inside       Gtl       NWAmes       RRAn       Norm   Duplex     1Story
## 587     Inside       Gtl        NAmes      Feedr       Norm     1Fam     2Story
## 588     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 589     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 590     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 591     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 592     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 593     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 594     Inside       Mod      BrkSide       RRAn      Feedr     1Fam     2Story
## 595     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 596     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 597     Inside       Gtl        NAmes     Artery       Norm     1Fam     1Story
## 598     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 599     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 600     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 601     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 602     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 603     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 604     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 605     Inside       Sev        NAmes       Norm       Norm     1Fam     1Story
## 606     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 607     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 608     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 609     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 610     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 611     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 612     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 613     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 614     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 615     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 616     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 617     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 618     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 619     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 620     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1.5Unf
## 621     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 622     Corner       Gtl        NAmes     Artery       Norm   Duplex     1Story
## 623     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 624     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 625     Inside       Gtl        NAmes       PosN       Norm     1Fam     1Story
## 626     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 627     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 628     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 629     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 630     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 631     Inside       Gtl      OldTown       Norm       Norm   2fmCon     1.5Fin
## 632     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 633     Corner       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 634     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 635     Inside       Gtl      OldTown       Norm       Norm   2fmCon     1.5Fin
## 636     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 637     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 638     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 639     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 640     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 641     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 642     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 643     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 644     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 645     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 646     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 647     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 648     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 649     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 650     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 651     Corner       Gtl      BrkSide       RRAn     Artery     1Fam     1.5Fin
## 652     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 653     Inside       Gtl      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 654     Corner       Gtl      BrkSide      Feedr      Feedr     1Fam     2Story
## 655     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 656     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 657     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 658     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 659     Inside       Mod      BrkSide       Norm       Norm     1Fam     1.5Unf
## 660        FR2       Gtl      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 661        FR3       Gtl      BrkSide      Feedr       Norm     1Fam     1Story
## 662     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 663     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 664     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 665     Inside       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 666     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 667     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2.5Unf
## 668     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 669     Inside       Gtl       IDOTRR       RRNe       Norm     1Fam     1Story
## 670     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 671     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 672     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 673     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 674     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 675     Inside       Gtl       IDOTRR       RRNe       Norm     1Fam     1Story
## 676     Inside       Gtl       IDOTRR       Norm       Norm   2fmCon     2Story
## 677     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 678     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     SFoyer
## 679     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 680     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 681    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 682     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 683    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 684     Inside       Gtl       Sawyer      Feedr       Norm   2fmCon     1Story
## 685     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 686     Inside       Gtl       Sawyer       PosA       Norm     1Fam     1Story
## 687     Corner       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 688     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1.5Fin
## 689     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 690    CulDSac       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 691     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 692     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 693     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 694     Inside       Gtl      Edwards       Norm       Norm   Duplex     SFoyer
## 695     Corner       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 696     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 697     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 698    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 699     Corner       Gtl      SawyerW       Norm       Norm     1Fam       SLvl
## 700     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 701     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 702     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 703     Inside       Gtl      CollgCr       PosN       Norm     1Fam     1Story
## 704     Corner       Gtl      SawyerW       Norm       Norm     1Fam       SLvl
## 705    CulDSac       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 706     Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 707     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 708     Corner       Gtl      CollgCr       PosN       Norm     1Fam     2Story
## 709     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 710     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 711     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 712     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 713    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 714     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 715    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 716    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 717    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 718     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 719     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 720     Corner       Gtl      CollgCr       Norm       Norm   Duplex     SFoyer
## 721     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 722     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 723     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 724     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 725     Inside       Gtl      Edwards       Norm       Norm     1Fam     SFoyer
## 726     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 727    CulDSac       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 728     Inside       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 729     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 730     Corner       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 731     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 732     Inside       Gtl      Edwards       Norm       Norm   2fmCon     1Story
## 733     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 734     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 735     Inside       Mod      Edwards       Norm       Norm     1Fam     1Story
## 736     Inside       Mod      Edwards       Norm       Norm     1Fam       SLvl
## 737     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 738     Corner       Gtl        SWISU       Norm       Norm     1Fam     1Story
## 739     Inside       Gtl        SWISU       Norm       Norm   Duplex     2.5Unf
## 740     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 741     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 742     Corner       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 743     Corner       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 744     Inside       Mod      Crawfor       Norm       Norm     1Fam     1.5Fin
## 745     Inside       Gtl      Crawfor      Feedr       Norm     1Fam     1.5Fin
## 746     Corner       Gtl      Crawfor      Feedr       Norm     1Fam     1Story
## 747     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 748     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 749    CulDSac       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 750    CulDSac       Gtl      Blueste       Norm       Norm    Twnhs     2Story
## 751     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 752     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 753     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 754     Inside       Gtl       IDOTRR       Norm       Norm     1Fam       SLvl
## 755     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 756     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 757     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1Story
## 758     Corner       Gtl       IDOTRR      Feedr       Norm     1Fam     2Story
## 759     Corner       Gtl       IDOTRR      Feedr       Norm     1Fam     1.5Fin
## 760     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 761     Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 762     Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 763     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 764     Inside       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 765     Inside       Gtl      Mitchel       Norm       Norm   Duplex     2Story
## 766     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 767     Inside       Gtl       Timber       Norm       Norm   TwnhsE     1Story
## 768     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 769     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 770     Inside       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 771     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 772     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 773     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 774     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 775     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 776     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 777     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 778     Corner       Gtl      Mitchel       Norm       Norm   Duplex     SFoyer
## 779        FR2       Gtl      Mitchel      Feedr     Artery     1Fam     1Story
## 780        FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 781     Corner       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 782     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     1Story
## 783     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 784     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 785     Inside       Gtl      MeadowV       Norm       Norm    Twnhs       SLvl
## 786     Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 787     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 788     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 789     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 790     Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 791     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2.5Unf
## 792     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 793     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 794    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 795     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 796     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 797     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 798     Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 799    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 800     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 801     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 802     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 803     Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 804    CulDSac       Gtl      StoneBr       PosN       Norm     1Fam     1Story
## 805        FR2       Gtl      Gilbert       Norm       Norm   2fmCon     1Story
## 806     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 807     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 808     Inside       Gtl      StoneBr       PosA       PosA     1Fam     1Story
## 809     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 810     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 811     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 812     Inside       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 813        FR2       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 814     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 815     Inside       Gtl       NWAmes       PosN       Norm     1Fam     1Story
## 816    CulDSac       Gtl       NWAmes       PosN       Norm     1Fam       SLvl
## 817     Inside       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 818     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 819     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 820        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 821     Inside       Gtl        NAmes       Norm       Norm   TwnhsE     1Story
## 822        FR2       Gtl        NAmes       Norm       Norm   TwnhsE     1Story
## 823     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 824     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 825     Inside       Gtl      NPkVill       Norm       Norm    Twnhs     1Story
## 826     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 827        FR2       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 828     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 829     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 830     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 831     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 832     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 833     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 834    CulDSac       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 835    CulDSac       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 836     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 837     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 838     Corner       Mod      NridgHt       Norm       Norm     1Fam     1Story
## 839     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 840     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 841     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 842     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 843     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 844     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 845     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 846     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 847     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 848     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 849     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 850     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 851     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 852     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 853     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 854     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 855     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 856     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 857     Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 858     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 859     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 860     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 861     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 862     Inside       Gtl      Blmngtn       Norm       Norm     1Fam     1Story
## 863     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 864     Corner       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 865     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 866     Corner       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 867     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 868     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 869     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 870     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 871     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 872     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 873     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 874     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 875     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 876     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 877     Inside       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 878     Inside       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 879     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 880     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 881        FR2       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 882     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 883     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 884     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 885     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 886     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 887     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 888     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 889     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 890     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 891     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 892     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 893     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 894     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 895     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 896     Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 897     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 898     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 899     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     2Story
## 900     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 901     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 902     Inside       Gtl      Veenker       Norm       Norm     1Fam     2Story
## 903    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 904    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 905        FR2       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 906     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 907     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 908     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 909     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 910     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 911     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 912     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 913     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 914     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 915        FR2       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 916     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 917     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 918     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     1Story
## 919     Inside       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 920     Inside       Gtl       NWAmes       PosN       Norm     1Fam     SFoyer
## 921     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 922     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 923     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 924     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 925     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 926     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 927     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 928     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 929     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 930    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 931    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 932     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 933     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 934     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 935     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 936     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 937     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 938     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Unf
## 939     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 940     Inside       Gtl      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 941     Inside       Gtl      BrkSide       RRAn      Feedr     1Fam     1Story
## 942     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 943     Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 944     Inside       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 945     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 946     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 947     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 948     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 949     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 950     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 951     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 952     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 953     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 954     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 955     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 956     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 957     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 958     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 959     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 960     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 961     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 962     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 963     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 964     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 965     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 966     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 967     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 968     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 969     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 970     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 971     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 972     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 973     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 974     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 975     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 976     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 977     Inside       Gtl        NAmes       PosN       Norm     1Fam     1Story
## 978     Inside       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 979     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 980     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 981     Corner       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 982     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 983     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 984     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 985     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 986     Inside       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 987     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 988     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 989     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 990     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 991     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 992     Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 993     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 994     Inside       Gtl      OldTown       Norm       Norm     1Fam       SLvl
## 995     Inside       Mod      BrkSide       Norm       Norm     1Fam     1Story
## 996     Inside       Gtl      BrkSide       RRNn     Artery     1Fam     1.5Fin
## 997     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 998     Inside       Gtl      BrkSide       Norm       Norm     1Fam     2Story
## 999     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 1000    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1001    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1002    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1003    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1004    Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 1005    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1006    Inside       Gtl      BrkSide       RRAn       Norm     1Fam     1.5Fin
## 1007    Corner       Gtl      OldTown      Feedr       Norm     1Fam     2Story
## 1008    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1009    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1010    Corner       Gtl       IDOTRR       Norm       Norm     1Fam       SLvl
## 1011    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 1012    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 1013    Inside       Gtl       IDOTRR       Norm       Norm   2fmCon     1.5Fin
## 1014    Corner       Gtl       IDOTRR     Artery       Norm     1Fam     1.5Fin
## 1015    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     2Story
## 1016    Corner       Gtl        SWISU       Norm       Norm   2fmCon     1.5Fin
## 1017    Inside       Gtl       Sawyer       Norm       Norm   2fmCon     SFoyer
## 1018    Inside       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 1019    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1020    Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 1021    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1022       FR3       Gtl       Sawyer      Feedr       Norm   2fmCon     1Story
## 1023    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1024    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1025    Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1026    Inside       Mod       Sawyer       PosA       Norm     1Fam     1Story
## 1027    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     2Story
## 1028    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1.5Fin
## 1029    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1030    Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1031    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1032    Corner       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 1033    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1034    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1035    Inside       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 1036    Corner       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 1037    Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1038    Inside       Gtl        SWISU       Norm       Norm     1Fam     1Story
## 1039   CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1040    Inside       Mod      Edwards       Norm       Norm   TwnhsE     1Story
## 1041    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1042    Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1043    Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1044    Inside       Gtl      SawyerW      Feedr       Norm     1Fam     1.5Fin
## 1045    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1046    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1047    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1048    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1049    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1050    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1051    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1052    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1053    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1054    Inside       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 1055   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1056    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1057    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1058    Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 1059   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1060   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1061    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1062    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1063    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1064    Inside       Gtl      CollgCr       Norm       Norm     1Fam       SLvl
## 1065    Inside       Gtl      CollgCr       Norm       Norm     1Fam       SLvl
## 1066   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1067   CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1068    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1069    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1070    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1071    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1072    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1073    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1074    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1075    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1076    Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1077   CulDSac       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 1078    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1079       FR2       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1080    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1081    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1082    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1083    Inside       Gtl      Edwards       Norm       Norm     1Fam     SFoyer
## 1084    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1085    Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1086    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1087    Inside       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 1088   CulDSac       Gtl      Edwards       Norm       Norm   Duplex     2Story
## 1089    Inside       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 1090    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1091    Inside       Gtl      Edwards       Norm       Norm   TwnhsE     SFoyer
## 1092    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1093    Corner       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 1094    Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 1095    Corner       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1096    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1097    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1098    Inside       Gtl        SWISU       Norm       Norm   Duplex     2Story
## 1099    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1100    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 1101    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1102    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1103    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1104    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2.5Unf
## 1105    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1106    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 1107    Inside       Gtl      Crawfor       Norm       Norm   2fmCon     1.5Fin
## 1108   CulDSac       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1109   CulDSac       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1110    Inside       Gtl      Blueste       Norm       Norm    Twnhs     2Story
## 1111    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1112    Inside       Mod      Blueste       Norm       Norm   TwnhsE     1Story
## 1113    Corner       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1114   CulDSac       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1115    Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 1116    Inside       Gtl       IDOTRR     Artery       Norm     1Fam     1.5Fin
## 1117    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 1118    Inside       Gtl       IDOTRR     Artery       Norm     1Fam     1Story
## 1119    Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 1120    Inside       Gtl       IDOTRR      Feedr       Norm   2fmCon     2Story
## 1121    Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 1122    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 1123    Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 1124   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 1125    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1126   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1127   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1128    Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 1129    Corner       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 1130    Inside       Gtl       Timber       Norm       Norm   TwnhsE     1Story
## 1131    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1132    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1133    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1134   CulDSac       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1135    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1136    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1137    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1138    Inside       Gtl       Timber       Norm       Norm     1Fam     2Story
## 1139    Inside       Gtl       Timber       PosA       PosA     1Fam     1Story
## 1140    Inside       Gtl      Mitchel     Artery       Norm     1Fam     1Story
## 1141       FR3       Gtl      Mitchel       Norm       Norm   TwnhsE     SFoyer
## 1142    Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 1143    Inside       Gtl      MeadowV       Norm       Norm    Twnhs       SLvl
## 1144    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1145    Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 1146    Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 1147    Corner       Mod      Mitchel       Norm       Norm     1Fam       SLvl
## 1148    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1149    Corner       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 1150    Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 1151    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1152    Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1153    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1154    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1155    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1156    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1157    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1158   CulDSac       Sev        NAmes       Norm       Norm     1Fam     1Story
## 1159    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1160    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1161    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1162    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1163   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1164   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1165    Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1166    Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 1167    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1168   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1169   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1170   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1171   CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1172    Corner       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1173    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1174    Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 1175       FR3       Gtl       NWAmes       Norm       Norm     1Fam     SFoyer
## 1176    Inside       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 1177    Inside       Gtl       NWAmes       Norm       Norm     1Fam     SFoyer
## 1178    Inside       Gtl      Somerst       RRAn       Norm     1Fam     2Story
## 1179    Inside       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 1180    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1181    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1182       FR2       Gtl        NAmes       Norm       Norm   TwnhsE     1Story
## 1183    Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 1184    Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 1185    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1186    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1187    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1188    Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     1Story
## 1189    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1190       FR2       Gtl      NPkVill       Norm       Norm    Twnhs     1Story
## 1191    Inside       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 1192    Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1193    Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1194    Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1195    Corner       Mod      NridgHt       Norm       Norm     1Fam     1Story
## 1196    Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1197    Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1198    Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1199    Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1200    Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1201    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1202    Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1203    Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1204    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1205    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1206    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1207    Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1208    Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1209    Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 1210    Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1211    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1212    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1213    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1214    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1215    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1216    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1217    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1218       FR3       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1219    Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1220    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1221    Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1222    Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1223    Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1224    Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1225    Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1226    Inside       Gtl      Somerst       RRAn       Norm     1Fam     2Story
## 1227   CulDSac       Gtl      Somerst       RRAn       Norm     1Fam     1Story
## 1228    Corner       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 1229    Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 1230    Corner       Gtl      Somerst      Feedr       Norm     1Fam     2Story
## 1231    Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 1232    Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1233    Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1234    Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 1235    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1236    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1237    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1238    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1239    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 1240    Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 1241    Inside       Gtl      SawyerW       RRAe       Norm     1Fam     2Story
## 1242    Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 1243    Inside       Gtl       Sawyer       RRAe       Norm   Duplex     1.5Fin
## 1244    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1245   CulDSac       Gtl       Sawyer       RRNe       Norm     1Fam     1Story
## 1246    Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 1247    Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 1248   CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1249    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1250    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1251    Corner       Gtl      Veenker       Norm       Norm     1Fam       SLvl
## 1252    Inside       Mod      NoRidge       Norm       Norm     1Fam     2Story
## 1253    Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 1254    Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 1255    Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 1256       FR2       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 1257    Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 1258    Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 1259    Corner       Gtl       NWAmes       RRAn      Feedr   2fmCon     1Story
## 1260    Inside       Gtl       NWAmes       RRAn       Norm     1Fam     1Story
## 1261    Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 1262    Inside       Gtl        NAmes      Feedr       Norm     1Fam     2Story
## 1263    Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 1264    Inside       Gtl        NAmes      Feedr       Norm     1Fam     SFoyer
## 1265    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
##      OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle RoofMatl
## 1              5           6      1961         1961     Gable  CompShg
## 2              6           6      1958         1958       Hip  CompShg
## 3              5           5      1997         1998     Gable  CompShg
## 4              6           6      1998         1998     Gable  CompShg
## 5              8           5      1992         1992     Gable  CompShg
## 6              6           5      1993         1994     Gable  CompShg
## 7              6           7      1992         2007     Gable  CompShg
## 8              6           5      1998         1998     Gable  CompShg
## 9              7           5      1990         1990     Gable  CompShg
## 10             4           5      1970         1970     Gable  CompShg
## 11             7           5      1999         1999     Gable  CompShg
## 12             6           5      1971         1971     Gable  CompShg
## 13             5           5      1971         1971     Gable  CompShg
## 14             6           6      1975         1975     Gable  CompShg
## 15             7           6      1975         1975     Gable  CompShg
## 16             9           5      2009         2010     Gable  CompShg
## 17             8           5      2009         2010     Gable  CompShg
## 18             9           5      2005         2005       Hip  CompShg
## 19             8           5      2005         2006       Hip  CompShg
## 20             9           5      2003         2004       Hip  CompShg
## 21             8           5      2002         2002     Gable  CompShg
## 22             8           5      2006         2006     Gable  CompShg
## 23             6           5      2005         2005     Gable  CompShg
## 24             7           5      2006         2006     Gable  CompShg
## 25             7           5      2004         2004     Gable  CompShg
## 26             7           5      2004         2004     Gable  CompShg
## 27             8           5      1998         1998       Hip  CompShg
## 28             8           5      2005         2006     Gable  CompShg
## 29             7           5      2009         2010       Hip  CompShg
## 30             6           5      2005         2005     Gable  CompShg
## 31             7           5      2004         2004     Gable  CompShg
## 32             5           5      1920         1950     Gable  CompShg
## 33             6           6      1974         2002       Hip  CompShg
## 34             8           5      1993         1993     Gable  CompShg
## 35             8           5      1992         1993     Gable  CompShg
## 36             7           5      2004         2005     Gable  CompShg
## 37             7           5      2004         2004     Gable  CompShg
## 38             7           5      2004         2004     Gable  CompShg
## 39             7           5      2004         2005     Gable  CompShg
## 40             6           5      2005         2005     Gable  CompShg
## 41             6           5      2000         2000     Gable  CompShg
## 42             7           5      2003         2003     Gable  CompShg
## 43             8           5      2010         2010     Gable  CompShg
## 44             8           5      2000         2000     Gable  CompShg
## 45             7           5      2002         2002     Gable  CompShg
## 46             6           6      1967         1967       Hip  CompShg
## 47             6           5      1993         1993     Gable  CompShg
## 48             6           5      1978         1978     Gable  CompShg
## 49             6           6      1971         1971     Gable  CompShg
## 50             5           5      1966         1966       Hip  CompShg
## 51             5           5      1966         1966       Hip  CompShg
## 52             5           6      1967         1967     Gable  CompShg
## 53             6           5      1964         1964     Gable  CompShg
## 54             5           6      1962         2001       Hip  CompShg
## 55             5           7      1952         2002     Gable  CompShg
## 56             6           6      1949         1950     Gable  CompShg
## 57             6           8      1966         2008     Gable  CompShg
## 58             5           5      1958         1958     Gable  CompShg
## 59             7           5      2003         2009     Gable  CompShg
## 60             5           5      1959         1959       Hip  CompShg
## 61             5           5      1959         1959       Hip  CompShg
## 62             6           5      1959         1959     Gable  CompShg
## 63             4           5      1956         1956     Gable  CompShg
## 64             5           7      1952         1952     Gable  CompShg
## 65             5           6      1955         1955     Gable  CompShg
## 66             5           5      1958         1958     Gable  CompShg
## 67             4           7      1920         1994     Gable  CompShg
## 68             6           8      1948         2004     Gable  CompShg
## 69             5           6      1960         1960     Gable  CompShg
## 70             6           7      1963         1984       Hip  CompShg
## 71             4           5      1900         1954       Hip  CompShg
## 72             5           7      1920         1950     Gable  CompShg
## 73             5           7      1957         1957       Hip  CompShg
## 74             6           7      1938         2000     Gable  CompShg
## 75             5           7      1948         2009     Gable  CompShg
## 76             5           6      1920         1962     Gable  CompShg
## 77             2           2      1923         1970     Gable  CompShg
## 78             8           9      1900         2003     Gable  CompShg
## 79             8           9      1890         2002     Gable  CompShg
## 80             5           3      1910         1950     Gable  CompShg
## 81             6           7      1922         1994     Gable  CompShg
## 82             5           6      1950         1997     Gable  CompShg
## 83             7           7      1922         2005     Gable  CompShg
## 84             4           7      1925         1950     Gable  CompShg
## 85             6           7      1939         1950     Gable  CompShg
## 86             6           6      1940         1950     Gable  CompShg
## 87             5           6      1942         1950     Gable  CompShg
## 88             6           7      1948         1950     Gable  CompShg
## 89             5           7      1936         1980     Gable  CompShg
## 90             5           5      1930         1950     Gable  CompShg
## 91             6           5      1923         1950     Gable  CompShg
## 92             4           5      1915         1950     Gable  CompShg
## 93             6           8      1912         2009     Gable  CompShg
## 94             6           8      1920         1993     Gable  CompShg
## 95             5           5      1959         1959     Gable  CompShg
## 96             5           3      1917         1950     Gable  CompShg
## 97             5           4      1915         1950     Gable  CompShg
## 98             6           5      1940         1950     Gable  CompShg
## 99             4           1      1907         1950   Gambrel  CompShg
## 100            5           7      1910         1950     Gable  CompShg
## 101            4           3      1967         1967     Gable  Tar&Grv
## 102            5           7      1966         2008       Hip  CompShg
## 103            5           5      1968         1968       Hip  CompShg
## 104            5           5      1978         1978     Gable  CompShg
## 105            5           5      1968         1968     Gable  CompShg
## 106            7           7      1977         2001       Hip  CompShg
## 107            4           4      1927         1950     Gable  CompShg
## 108            6           5      1978         1992     Gable  CompShg
## 109            3           4      1938         1990     Gable  CompShg
## 110            6           7      1950         1987     Gable  CompShg
## 111            4           6      1947         1979     Gable  CompShg
## 112            5           7      1954         1998     Gable  CompShg
## 113            7           5      2009         2010     Gable  CompShg
## 114            5           3      1964         1964     Gable  CompShg
## 115            7           5      1987         1987     Gable  CompShg
## 116            6           7      1993         1993     Gable  CompShg
## 117            7           5      2010         2010     Gable  CompShg
## 118            6           8      1900         1993     Gable  CompShg
## 119            5           5      1996         1996     Gable  CompShg
## 120            7           5      1997         1998     Gable  CompShg
## 121            5           8      1977         2004     Gable  CompShg
## 122            5           6      1972         1972     Gable  CompShg
## 123            8           5      2003         2003       Hip  CompShg
## 124            7           5      1997         1997     Gable  CompShg
## 125            6           5      2003         2003     Gable  CompShg
## 126            3           6      1945         2007     Gable  CompShg
## 127            5           6      1954         1954     Gable  CompShg
## 128            5           6      1968         1968     Gable  CompShg
## 129            4           5      1948         1950     Gable  CompShg
## 130            6           6      1975         1975     Gable  CompShg
## 131            4           5      1958         1958       Hip  CompShg
## 132            5           6      1924         1999     Gable  CompShg
## 133            6           6      1939         1950     Gable  CompShg
## 134            4           6      1967         1967      Flat  Tar&Grv
## 135            5           2      1931         1950     Gable  CompShg
## 136            7           6      1941         1985     Gable  CompShg
## 137            5           6      1950         1991     Gable  CompShg
## 138            7           6      1994         2007     Gable  CompShg
## 139            8           6      1989         1989     Gable  CompShg
## 140            8           5      1989         1989     Gable  CompShg
## 141            2           5      1941         1950     Gable  CompShg
## 142            6           5      1921         1975     Gable  CompShg
## 143            4           7      1896         1950       Hip  CompShg
## 144            8           5      2004         2005       Hip  CompShg
## 145            8           5      1998         1999     Gable  CompShg
## 146            6           7      1977         1977     Gable  CompShg
## 147            6           5      1976         1976     Gable  CompShg
## 148            7           5      2008         2008     Gable  CompShg
## 149            7           5      2009         2010     Gable  CompShg
## 150            5           5      2006         2007     Gable  CompShg
## 151            5           5      1965         1977       Hip  CompShg
## 152            5           5      2004         2005     Gable  CompShg
## 153            5           5      1999         1999     Gable  CompShg
## 154            5           6      1973         1973     Gable  CompShg
## 155            4           7      1970         1970     Gable  CompShg
## 156            4           4      1970         1970     Gable  CompShg
## 157            4           6      1972         1972     Gable  CompShg
## 158            5           7      1971         2004     Gable  CompShg
## 159            5           7      1984         1984     Gable  CompShg
## 160            5           2      1985         1986     Gable  CompShg
## 161            5           5      1991         1991     Gable  CompShg
## 162            5           5      1969         1969     Gable  CompShg
## 163            8           5      1994         1995       Hip  CompShg
## 164            6           5      1993         1994     Gable  CompShg
## 165            6           5      1956         1956     Gable  CompShg
## 166            6           5      1974         1974       Hip  CompShg
## 167            6           5      1997         1997     Gable  CompShg
## 168            8           5      2003         2003     Gable  CompShg
## 169            7           5      1996         1997     Gable  CompShg
## 170            8           5      2004         2005     Gable  CompShg
## 171            8           5      1998         1998     Gable  CompShg
## 172            8           5      1995         1996     Gable  CompShg
## 173            7           5      1998         1998     Gable  CompShg
## 174            6           5      1998         1999     Gable  CompShg
## 175            6           5      1994         1995     Gable  CompShg
## 176            6           5      1993         1993     Gable  CompShg
## 177            5           6      1977         1977     Gable  CompShg
## 178            7           6      1978         1978     Gable  CompShg
## 179            6           6      1978         1986     Gable  CompShg
## 180            7           7      1980         1991     Gable  CompShg
## 181            6           5      1978         1998     Gable  CompShg
## 182            7           5      2003         2003     Gable  CompShg
## 183            8           5      2000         2001     Gable  CompShg
## 184            8           5      2002         2002     Gable  CompShg
## 185            5           7      1975         1975     Gable  CompShg
## 186            6           6      1974         1974       Hip  CompShg
## 187            7           5      1975         1975     Gable  CompShg
## 188            5           5      1970         1970     Gable  CompShg
## 189            5           7      1971         1971     Gable  CompShg
## 190            4           6      1970         1970     Gable  CompShg
## 191            4           7      1971         2006     Gable  CompShg
## 192            6           5      1973         1973     Gable  CompShg
## 193            6           6      1972         1972     Gable  CompShg
## 194            6           5      1976         1976     Gable  CompShg
## 195            7           5      1975         1975     Gable  CompShg
## 196            6           5      1977         1977     Gable  CompShg
## 197            6           5      1978         1978     Gable  CompShg
## 198            6           5      1978         1978     Gable  CompShg
## 199            7           6      1976         1976     Gable  CompShg
## 200            5           7      1966         2004       Hip  CompShg
## 201            9           5      2007         2007       Hip  CompShg
## 202            9           5      2009         2009     Gable  CompShg
## 203            9           5      2008         2008       Hip  CompShg
## 204           10           5      2007         2007       Hip  CompShg
## 205            9           5      2008         2008     Gable  CompShg
## 206            8           5      2004         2005       Hip  CompShg
## 207            8           5      2007         2007     Gable  CompShg
## 208            9           5      2008         2008       Hip  CompShg
## 209            9           5      2006         2006     Gable  CompShg
## 210            9           5      2008         2008       Hip  CompShg
## 211            7           5      2003         2004       Hip  CompShg
## 212            9           5      2003         2003       Hip  CompShg
## 213            8           5      2003         2004     Gable  CompShg
## 214            8           5      2006         2006     Gable  CompShg
## 215            6           5      2005         2005     Gable  CompShg
## 216            6           5      2005         2005     Gable  CompShg
## 217            7           5      2007         2008     Gable  CompShg
## 218           10           5      2004         2005       Hip  CompShg
## 219            8           5      2003         2004       Hip  CompShg
## 220            9           5      2008         2009       Hip  CompShg
## 221            9           5      2008         2008       Hip  CompShg
## 222            8           5      2002         2003       Hip  CompShg
## 223            7           5      2003         2003     Gable  CompShg
## 224            7           5      2005         2005     Gable  CompShg
## 225            6           5      2005         2006     Gable  CompShg
## 226            7           5      2005         2006     Gable  CompShg
## 227            7           5      2004         2005     Gable  CompShg
## 228            7           5      2004         2005     Gable  CompShg
## 229            7           5      2004         2004     Gable  CompShg
## 230            7           5      2003         2003     Gable  CompShg
## 231            7           5      2003         2003     Gable  CompShg
## 232            8           5      2002         2002     Gable  CompShg
## 233            7           5      2004         2004     Gable  CompShg
## 234            6           5      2000         2000     Gable  CompShg
## 235            7           5      1999         2000     Gable  CompShg
## 236            7           5      1999         1999     Gable  CompShg
## 237            7           6      1999         1999     Gable  CompShg
## 238            8           5      2000         2000     Gable  CompShg
## 239            8           5      1994         1995       Hip  CompShg
## 240            7           5      1995         1996     Gable  CompShg
## 241            8           5      1993         1994     Gable  CompShg
## 242            8           5      2008         2008     Gable  CompShg
## 243            8           5      2008         2008     Gable  CompShg
## 244            8           5      2007         2007     Gable  CompShg
## 245            8           5      2006         2006       Hip  CompShg
## 246            9           5      2005         2006       Hip  CompShg
## 247            7           5      2008         2009     Gable  CompShg
## 248            7           5      2008         2008       Hip  CompShg
## 249            9           5      2007         2008     Gable  CompShg
## 250            8           5      2006         2007     Gable  CompShg
## 251            8           5      2006         2006       Hip  CompShg
## 252            8           5      2008         2009       Hip  CompShg
## 253            7           5      2006         2007     Gable  CompShg
## 254            7           5      2003         2004     Gable  CompShg
## 255            7           5      2003         2003     Gable  CompShg
## 256            7           6      2007         2007     Gable  CompShg
## 257            7           5      2006         2006     Gable  CompShg
## 258            6           5      2004         2004     Gable  CompShg
## 259            7           5      2004         2004     Gable  CompShg
## 260            8           5      2004         2004     Gable  Tar&Grv
## 261            7           5      2004         2005     Gable  CompShg
## 262            5           5      2004         2004     Gable  CompShg
## 263            5           5      2003         2004     Gable  CompShg
## 264            7           5      2008         2009     Gable  CompShg
## 265            7           5      1996         1997     Gable  CompShg
## 266            6           6      1992         1992     Gable  CompShg
## 267            6           5      1990         1991     Gable  CompShg
## 268            7           5      1994         1994     Gable  CompShg
## 269            6           7      1986         1986     Gable  CompShg
## 270            6           7      1981         1981     Gable  CompShg
## 271            5           5      1962         1962       Hip  CompShg
## 272            5           6      1961         1961     Gable  CompShg
## 273            5           5      1961         1961     Gable  CompShg
## 274            5           5      1965         1965     Gable  CompShg
## 275            5           8      1963         1995     Gable  CompShg
## 276            5           6      1962         1962     Gable  CompShg
## 277            8           8      1980         1980     Gable  CompShg
## 278            7           8      1991         2008     Gable  CompShg
## 279            7           5      2004         2005     Gable  CompShg
## 280            6           5      2008         2008     Gable  CompShg
## 281            6           5      2008         2008     Gable  CompShg
## 282            6           5      2000         2000     Gable  CompShg
## 283            7           5      1999         1999       Hip  CompShg
## 284            8           9      1977         2008     Gable  CompShg
## 285            7           5      1981         1981     Gable  CompShg
## 286            8           5      1976         1976     Gable  CompShg
## 287            7           6      1974         1974     Gable  CompShg
## 288            6           7      1967         1997     Gable  CompShg
## 289            5           5      1969         1969     Gable  CompShg
## 290            6           5      1969         1969     Gable  CompShg
## 291            7           7      1977         1992       Hip  CompShg
## 292            5           6      1967         1967     Gable  CompShg
## 293            5           5      1967         1967       Hip  CompShg
## 294            7           5      1974         1974     Gable  CompShg
## 295            6           5      1971         1971       Hip  CompShg
## 296            4           7      1960         1960     Gable  CompShg
## 297            5           7      1959         1959       Hip  CompShg
## 298            4           5      1957         1957     Gable  CompShg
## 299            5           6      1956         1956     Gable  CompShg
## 300            5           6      1961         1995     Gable  CompShg
## 301            5           5      1964         1964     Gable  CompShg
## 302            5           6      1965         1965     Gable  CompShg
## 303            6           6      1961         1961       Hip  CompShg
## 304            5           5      1955         1955     Gable  CompShg
## 305            6           5      1967         1967     Gable  CompShg
## 306            6           6      1961         1961       Hip  CompShg
## 307            6           8      1966         2008     Gable  CompShg
## 308            5           7      1956         1956     Gable  CompShg
## 309            7           6      1960         1960     Gable  CompShg
## 310            6           8      1959         1998       Hip  CompShg
## 311            5           5      1956         1956     Gable  CompShg
## 312            5           5      1955         1955     Gable  CompShg
## 313            4           5      1956         1956     Gable  CompShg
## 314            5           4      1958         1958       Hip  CompShg
## 315            6           7      1954         1954       Hip  CompShg
## 316            5           5      1951         1951       Hip  CompShg
## 317            5           6      1945         1950     Gable  CompShg
## 318            5           8      1952         2005       Hip  CompShg
## 319            5           5      1953         1953       Hip  CompShg
## 320            7           7      1948         1999     Gable  CompShg
## 321            5           6      1950         1950     Gable  CompShg
## 322            3           5      1958         1958     Gable  CompShg
## 323            5           7      1939         2006     Gable  CompShg
## 324            4           8      1900         2003     Gable  CompShg
## 325            5           7      1925         1950     Gable  CompShg
## 326            4           5      1915         1950     Gable  CompShg
## 327            7           9      1910         2008     Gable  CompShg
## 328            2           5      1940         1950     Gable  CompShg
## 329            5           7      1920         1950     Gable  CompShg
## 330            3           5      1890         1998     Gable  CompShg
## 331            6           5      1969         1969     Gable  CompShg
## 332            6           7      1963         1963     Gable  CompShg
## 333            6           4      1967         1967     Gable  CompShg
## 334            6           9      1958         2007       Hip  CompShg
## 335            6           6      1957         1957       Hip  CompShg
## 336            6           6      1958         1958      Flat  Tar&Grv
## 337            6           5      1950         1950     Gable  CompShg
## 338            5           6      1958         1958       Hip  CompShg
## 339            5           7      1952         1952     Gable  CompShg
## 340            5           5      1959         1959     Gable  CompShg
## 341            4           7      1949         1996     Gable  CompShg
## 342            6           7      1948         1994     Gable  CompShg
## 343            6           5      1964         1964     Gable  CompShg
## 344            5           7      1978         1978     Gable  CompShg
## 345            6           6      1963         1963       Hip  CompShg
## 346            6           8      1935         1998     Gable  CompShg
## 347            6           5      1910         1950     Gable  CompShg
## 348            5           8      1910         2003     Gable  CompShg
## 349            5           8      1910         2002     Gable  CompShg
## 350            5           6      1939         1950     Gable  CompShg
## 351            4           6      1920         1950     Gable  CompShg
## 352            5           5      1910         1950     Gable  CompShg
## 353            5           7      1950         1970     Gable  CompShg
## 354            4           6      1920         1950     Gable  CompShg
## 355            2           4      1940         1950     Gable  CompShg
## 356            5           8      1923         1950     Gable  CompShg
## 357            4           4      1910         1950     Gable  CompShg
## 358            6           7      1900         1950     Gable  CompShg
## 359            6           7      1917         2007     Gable  CompShg
## 360            4           3      1910         1950     Gable  CompShg
## 361            6           6      1920         1950     Gable  CompShg
## 362            6           7      1910         2002     Gable  CompShg
## 363            3           3      1900         1950   Mansard  CompShg
## 364            6           6      1923         1950     Gable  CompShg
## 365            5           7      1930         1982     Gable  CompShg
## 366            5           5      1924         1950     Gable  CompShg
## 367            5           6      1925         1999     Gable  CompShg
## 368            5           6      1938         1950     Gable  CompShg
## 369            5           5      1925         1950       Hip  CompShg
## 370            6           6      1915         1950     Gable  CompShg
## 371            7           8      1915         1994     Gable  CompShg
## 372            5           1      1922         1950       Hip  CompShg
## 373            6           5      1927         1950     Gable  CompShg
## 374            6           7      1915         2002     Gable  CompShg
## 375            7           5      1902         2000     Gable  CompShg
## 376            6           6      1927         1950     Gable  CompShg
## 377            4           6      1923         1950       Hip  CompShg
## 378            6           7      1915         1965     Gable  CompShg
## 379            4           9      1946         2001     Gable  CompShg
## 380            5           5      1987         1988     Gable  CompShg
## 381            5           5      1978         1978     Gable  CompShg
## 382            5           3      1934         1950     Gable  CompShg
## 383            5           6      1967         1967       Hip  CompShg
## 384            6           5      1978         1978     Gable  CompShg
## 385            5           5      1961         1961       Hip  CompShg
## 386            6           5      1960         1960       Hip  CompShg
## 387            5           5      1956         1956       Hip  CompShg
## 388            2           2      1947         1950     Gable  CompShg
## 389            4           5      1954         1954     Gable  CompShg
## 390            5           5      1956         1956       Hip  CompShg
## 391            6           7      1946         1950       Hip  CompShg
## 392            5           6      1954         1954     Gable  CompShg
## 393            5           5      1984         1984     Gable  CompShg
## 394            7           6      1990         1991     Gable  CompShg
## 395            6           5      1983         1983     Gable  CompShg
## 396            7           5      1993         1994     Gable  CompShg
## 397            5           7      1880         2007     Gable  CompShg
## 398            5           5      1979         1979     Gable  CompShg
## 399            5           5      1979         1979     Gable  CompShg
## 400            5           5      1979         1979     Gable  CompShg
## 401            5           5      1979         1979     Gable  CompShg
## 402            7           5      2000         2000       Hip  CompShg
## 403            7           5      2000         2000       Hip  CompShg
## 404            7           5      2000         2000       Hip  CompShg
## 405            9           5      2009         2009       Hip  CompShg
## 406            9           5      2008         2008     Gable  CompShg
## 407            8           5      2008         2008     Gable  CompShg
## 408            8           5      2007         2008       Hip  CompShg
## 409            7           5      2007         2007     Gable  CompShg
## 410            8           5      2008         2008     Gable  CompShg
## 411            8           5      2005         2006     Gable  CompShg
## 412            6           5      2005         2006     Gable  CompShg
## 413            7           5      1992         1993     Gable  CompShg
## 414            5           7      1994         1994     Gable  CompShg
## 415            7           5      1998         1998     Gable  CompShg
## 416            6           5      1998         1998     Gable  CompShg
## 417            7           5      2002         2001     Gable  CompShg
## 418            7           5      2001         2001     Gable  CompShg
## 419            5           5      1978         1978     Gable  CompShg
## 420            5           7      1979         1979     Gable  CompShg
## 421            7           5      2002         2002       Hip  CompShg
## 422            8           5      2003         2003     Gable  CompShg
## 423            7           5      2002         2002     Gable  CompShg
## 424            7           5      2001         2001     Gable  CompShg
## 425            8           5      1999         2000     Gable  CompShg
## 426            8           5      2002         2003       Hip  CompShg
## 427            7           5      1997         1998     Gable  CompShg
## 428            8           5      2007         2007     Gable  CompShg
## 429            6           5      2007         2007     Gable  CompShg
## 430            4           6      1960         1971     Gable  CompShg
## 431            6           5      2005         2006     Gable  CompShg
## 432            4           5      1959         1959     Gable  CompShg
## 433            5           5      1950         1950     Gable  CompShg
## 434            5           5      1959         1959       Hip  CompShg
## 435            5           5      1956         1956       Hip  CompShg
## 436            5           6      1941         1950     Gable  CompShg
## 437            5           4      1938         1950     Gable  CompShg
## 438            6           6      1935         1950     Gable  CompShg
## 439            6           8      1916         2000     Gable  CompShg
## 440            7           8      1918         1990   Gambrel  CompShg
## 441            5           6      1940         1950     Gable  CompShg
## 442            5           4      1960         1960     Gable  CompShg
## 443            7           6      1940         1950     Gable  CompShg
## 444            5           6      1954         1954     Gable  CompShg
## 445            6           6      1960         1960     Gable  CompShg
## 446            5           7      1949         2005     Gable  CompShg
## 447            6           5      1954         1954     Gable  CompShg
## 448            6           6      1980         1980     Gable  CompShg
## 449            6           6      1980         1992     Gable  CompShg
## 450            6           6      1980         1980     Gable  CompShg
## 451            6           6      1986         1986     Gable  CompShg
## 452            7           9      1971         2009       Hip  CompShg
## 453            5           6      1900         1993   Gambrel  CompShg
## 454            4           6      1925         1950     Gable  CompShg
## 455            8           5      2007         2008       Hip  CompShg
## 456            2           4      1910         1950     Gable  CompShg
## 457            8           5      2000         2001     Gable  CompShg
## 458            6           6      1977         1977     Gable  CompShg
## 459            6           7      1977         1977     Gable  CompShg
## 460            5           5      1991         1991     Gable  CompShg
## 461            9           5      2008         2008     Gable  CompShg
## 462            9           5      2008         2008     Gable  CompShg
## 463            6           8      1980         2006     Gable  CompShg
## 464            7           5      1987         1989       Hip  CompShg
## 465            7           5      2003         2003     Gable  CompShg
## 466            9           5      2007         2007       Hip  CompShg
## 467            5           7      1968         1968     Gable  CompShg
## 468            5           5      1969         2000       Hip  CompShg
## 469            5           8      1972         1972     Gable  CompShg
## 470            6           5      1993         1996     Gable  CompShg
## 471            5           6      1992         1993     Gable  CompShg
## 472            5           5      1992         1992     Gable  CompShg
## 473            5           7      1969         1969     Gable  CompShg
## 474            6           5      1997         1998     Gable  CompShg
## 475            6           5      1995         1996     Gable  CompShg
## 476            6           5      1998         1998     Gable  CompShg
## 477            6           5      1996         1996     Gable  CompShg
## 478            5           5      1996         1997     Gable  CompShg
## 479            8           5      1997         1997     Gable  CompShg
## 480            8           5      1992         1992     Gable  CompShg
## 481            6           5      1998         1998     Gable  CompShg
## 482            6           5      1991         1991     Gable  CompShg
## 483            8           5      1989         1989     Gable  CompShg
## 484            8           5      2005         2005     Gable  CompShg
## 485            9           5      2004         2004       Hip  CompShg
## 486            6           2      1952         1952       Hip  CompShg
## 487            9           5      2007         2007       Hip  CompShg
## 488            6           5      1950         1950       Hip  CompShg
## 489            7           6      1988         1988     Gable  CompShg
## 490            7           7      1983         1983     Gable  CompShg
## 491            7           5      1978         1978       Hip  CompShg
## 492            7           5      1979         1979       Hip  CompShg
## 493            6           5      1976         1976       Hip  CompShg
## 494            7           6      1980         1988     Gable  CompShg
## 495            5           6      1969         1969     Gable  CompShg
## 496            7           7      1978         1978   Mansard  WdShake
## 497            6           5      1976         1976     Gable  CompShg
## 498            8           5      1996         1996     Gable  CompShg
## 499            5           5      1974         1974     Gable  CompShg
## 500            4           6      1969         1969     Gable  CompShg
## 501            5           5      1971         1971       Hip  CompShg
## 502            6           5      1973         1973     Gable  CompShg
## 503            6           6      1972         1972     Gable  CompShg
## 504            5           5      1972         1972     Gable  CompShg
## 505            6           6      1975         1975     Gable  CompShg
## 506            7           6      1977         1977     Gable  CompShg
## 507            8           5      2007         2007       Hip  CompShg
## 508            8           5      2007         2007       Hip  CompShg
## 509            9           5      2007         2007       Hip  CompShg
## 510            9           5      2006         2006       Hip  CompShg
## 511           10           5      2005         2006       Hip  CompShg
## 512            9           5      2005         2005     Gable  CompShg
## 513            8           5      2007         2007       Hip  CompShg
## 514            8           5      2004         2004     Gable  CompShg
## 515           10           5      2003         2003       Hip  CompShg
## 516            8           5      2003         2004     Gable  CompShg
## 517            8           5      2001         2002     Gable  CompShg
## 518            8           5      2003         2003     Gable  CompShg
## 519            9           5      2008         2008       Hip  CompShg
## 520            7           5      2005         2005     Gable  CompShg
## 521            9           5      2007         2008       Hip  CompShg
## 522            8           5      2006         2007       Hip  CompShg
## 523            8           5      2006         2007       Hip  CompShg
## 524            7           5      2003         2004     Gable  CompShg
## 525            7           5      2003         2003     Gable  CompShg
## 526            7           5      2004         2004       Hip  CompShg
## 527            7           5      2007         2008     Gable  CompShg
## 528            6           5      2004         2004     Gable  CompShg
## 529            7           5      2002         2003     Gable  CompShg
## 530            7           5      2003         2003     Gable  CompShg
## 531            7           6      2007         2008     Gable  CompShg
## 532            7           5      2000         2001     Gable  CompShg
## 533            7           5      2002         2002     Gable  CompShg
## 534            7           5      1999         2000     Gable  CompShg
## 535            7           5      1999         1999     Gable  CompShg
## 536            8           5      1997         1997       Hip  CompShg
## 537            9           5      2000         2000       Hip  CompShg
## 538            8           5      1998         1998     Gable  CompShg
## 539            7           5      1996         1997     Gable  CompShg
## 540            8           7      1995         1995     Gable  CompShg
## 541            7           5      1993         1994       Hip  WdShake
## 542            7           5      2006         2006     Gable  CompShg
## 543            8           5      2007         2007     Gable  CompShg
## 544            8           5      2007         2008       Hip  CompShg
## 545            8           5      2006         2007       Hip  CompShg
## 546            8           5      2007         2008     Gable  CompShg
## 547            8           5      2007         2007     Gable  CompShg
## 548            7           5      2007         2008     Gable  CompShg
## 549            6           5      2003         2003     Gable  CompShg
## 550            7           5      2003         2004     Gable  CompShg
## 551            6           5      2005         2006     Gable  CompShg
## 552            7           5      2007         2007     Gable  CompShg
## 553            6           5      1995         1995     Gable  CompShg
## 554            6           5      1993         1994     Gable  CompShg
## 555            7           5      1994         1995     Gable  CompShg
## 556            6           5      2001         2001     Gable  CompShg
## 557            7           5      1992         1992     Gable  CompShg
## 558            5           5      1963         1963       Hip  CompShg
## 559            5           8      1961         2007     Gable  CompShg
## 560            5           5      1968         1968     Gable  CompShg
## 561            5           5      1963         1963       Hip  CompShg
## 562            6           5      1974         1974     Gable  CompShg
## 563            5           4      1972         1972     Gable  CompShg
## 564            6           5      1990         1991       Hip  CompShg
## 565            9           5      1993         1994       Hip  CompShg
## 566            7           5      2004         2005     Gable  CompShg
## 567            6           5      2005         2005     Gable  CompShg
## 568            7           5      2007         2007     Gable  CompShg
## 569            6           5      1999         1999     Gable  CompShg
## 570            9           5      2000         2000       Hip  CompShg
## 571            9           5      2001         2001     Gable  CompShg
## 572            9           5      2001         2001     Gable  CompShg
## 573            9           5      1999         2000     Gable  CompShg
## 574            7           5      1999         2000     Gable  CompShg
## 575            7           5      2001         2001     Gable  CompShg
## 576            8           5      1999         1999     Gable  CompShg
## 577            8           5      1999         2000     Gable  CompShg
## 578           10           5      1998         1999     Gable  CompShg
## 579            8           5      1995         1995       Hip  CompShg
## 580            9           3      1977         1977   Mansard  CompShg
## 581            8           9      1976         2007     Gable  CompShg
## 582            7           5      2002         2002     Gable  CompShg
## 583            6           6      1969         1969     Gable  CompShg
## 584            6           5      1968         1968     Gable  CompShg
## 585            7           7      1967         1967     Gable  CompShg
## 586            5           6      1965         1965     Gable  CompShg
## 587            5           6      1968         1968     Gable  CompShg
## 588            5           7      1965         2005       Hip  CompShg
## 589            5           5      1965         1965     Gable  CompShg
## 590            7           6      1971         1971     Gable  CompShg
## 591            5           5      1956         1956     Gable  CompShg
## 592            5           5      1961         1961     Gable  CompShg
## 593            5           7      1960         2000     Gable  CompShg
## 594            4           7      1937         1950     Gable  CompShg
## 595            5           6      1960         1960     Gable  CompShg
## 596            5           8      1950         2006     Gable  CompShg
## 597            5           5      1953         1953       Hip  CompShg
## 598            6           7      1966         1999     Gable  CompShg
## 599            5           4      1957         1957     Gable  CompShg
## 600            5           7      1959         1998     Gable  CompShg
## 601            6           6      1958         1958     Gable  CompShg
## 602            5           5      1956         1958     Gable  CompShg
## 603            5           6      1952         1952     Gable  CompShg
## 604            5           6      1953         1953     Gable  CompShg
## 605            5           5      1953         1953       Hip  CompShg
## 606            6           5      1957         1957     Gable  CompShg
## 607            5           3      1957         1982     Gable  CompShg
## 608            5           5      1957         1957     Gable  CompShg
## 609            4           6      1948         1950     Gable  CompShg
## 610            5           8      1925         1950     Gable  CompShg
## 611            4           7      1940         2005   Gambrel  CompShg
## 612            5           5      1922         1950     Gable  CompShg
## 613            5           6      1968         1968     Gable  CompShg
## 614            7           7      1958         2001     Gable  Tar&Grv
## 615            6           6      1960         1993     Gable  CompShg
## 616            5           7      1951         1951     Gable  CompShg
## 617            5           6      1959         1959     Gable  CompShg
## 618            5           5      1962         1962     Gable  CompShg
## 619            6           6      1948         1950     Gable  CompShg
## 620            6           7      1954         1954     Gable  CompShg
## 621            6           5      1954         1954     Gable  CompShg
## 622            5           5      1961         1961     Gable  CompShg
## 623            5           6      1955         1967     Gable  CompShg
## 624            5           7      1954         1954     Gable  CompShg
## 625            5           5      1963         1963     Gable  CompShg
## 626            6           5      2008         2008     Gable  CompShg
## 627            5           7      1948         2005     Gable  CompShg
## 628            5           5      1910         2003     Gable  CompShg
## 629            5           4      1940         1950     Gable  CompShg
## 630            6           7      1915         2005     Gable  CompShg
## 631            4           6      1910         1996     Gable  CompShg
## 632            4           6      1940         1985     Gable  CompShg
## 633            5           5      1920         1950     Gable  CompShg
## 634            7           6      1920         2006     Gable  CompShg
## 635            6           6      1940         1950     Gable  CompShg
## 636            5           6      1910         1950   Mansard  CompShg
## 637            5           9      1890         1996     Gable  CompShg
## 638            5           6      1946         1950     Gable  CompShg
## 639            2           5      1946         1950     Gable  CompShg
## 640            3           1      1949         1992     Gable  CompShg
## 641            5           5      1900         2006     Gable  CompShg
## 642            7           8      1920         1965     Gable  CompShg
## 643            5           7      1900         2003     Gable  CompShg
## 644            5           5      1920         1960     Gable  CompShg
## 645            5           9      1905         2005     Gable  CompShg
## 646            2           1      1920         1950     Gable  CompShg
## 647            7           7      1890         1999     Gable  CompShg
## 648            5           6      1959         1959     Gable  CompShg
## 649            4           6      1958         2006     Gable  CompShg
## 650            5           7      1928         1983     Gable  CompShg
## 651            7           7      1945         1950     Gable  CompShg
## 652            5           5      1935         1950     Gable  CompShg
## 653            5           7      1941         2006     Gable  CompShg
## 654            6           9      1900         2000     Gable  CompShg
## 655            6           7      1940         1989     Gable  CompShg
## 656            5           7      1924         2003     Gable  CompShg
## 657            6           7      1937         2000     Gable  CompShg
## 658            6           5      1939         1950     Gable  CompShg
## 659            6           7      1926         1950     Gable  CompShg
## 660            5           7      1920         1997     Gable  CompShg
## 661            4           7      1946         1950     Gable  CompShg
## 662            4           7      1929         1950     Gable  CompShg
## 663            5           6      1945         1995     Gable  CompShg
## 664            7           5      1939         1950     Gable  CompShg
## 665            5           5      1923         1950   Gambrel  CompShg
## 666            6           4      1915         2004     Gable  CompShg
## 667            6           8      1910         1983     Gable  CompShg
## 668            6           8      1910         1950   Gambrel  CompShg
## 669            6           6      1930         1950     Gable  CompShg
## 670            6           6      1952         1952     Gable  CompShg
## 671            6           6      1938         1958     Gable  CompShg
## 672            5           6      1915         1978     Gable  CompShg
## 673            6           7      1925         1992     Gable  CompShg
## 674            6           6      1925         1950     Gable  CompShg
## 675            5           8      1912         1991     Gable  CompShg
## 676            3           3      1915         1950     Gable  CompShg
## 677            5           6      1947         1993     Gable  CompShg
## 678            5           6      1963         1963     Gable  CompShg
## 679            6           5      1978         1978     Gable  CompShg
## 680            5           7      1967         2005     Gable  CompShg
## 681            6           8      1978         1978     Gable  CompShg
## 682            5           5      1967         1967     Gable  CompShg
## 683            5           5      1984         1984     Gable  CompShg
## 684            5           4      1920         1950     Gable  CompShg
## 685            5           8      1963         2003     Gable  CompShg
## 686            6           8      1956         1956     Gable  CompShg
## 687            5           3      1960         1960      Flat  Tar&Grv
## 688            5           7      1941         1973     Gable  CompShg
## 689            5           8      1970         1970       Hip  CompShg
## 690            7           6      1979         1979     Gable  CompShg
## 691            7           5      1948         1950     Gable  CompShg
## 692            5           7      1940         2007      Flat  Tar&Grv
## 693            5           6      1956         1956       Hip  CompShg
## 694            5           5      1975         1975     Gable  CompShg
## 695            6           8      1962         2001     Gable  CompShg
## 696            6           5      1995         2002     Gable  CompShg
## 697            7           5      1994         1994     Gable  CompShg
## 698            7           5      1993         1994     Gable  CompShg
## 699            7           5      1996         1996     Gable  CompShg
## 700            7           5      2007         2007     Gable  CompShg
## 701            8           5      2007         2007     Gable  CompShg
## 702            9           5      2008         2008       Hip  CompShg
## 703            9           5      2008         2008       Hip  CompShg
## 704            8           5      1995         1995     Gable  CompShg
## 705            6           6      1966         1966      Flat  Tar&Grv
## 706            5           7      1994         1994     Gable  CompShg
## 707            7           5      1997         1998     Gable  CompShg
## 708            6           5      1997         1997     Gable  CompShg
## 709            7           5      2000         2000     Gable  CompShg
## 710            7           5      2000         2001     Gable  CompShg
## 711            5           6      1978         1978     Gable  CompShg
## 712            5           6      1975         1975     Gable  CompShg
## 713            5           6      1975         2001     Gable  CompShg
## 714            7           5      2001         2001     Gable  CompShg
## 715            9           5      2001         2002     Gable  CompShg
## 716            8           5      2002         2003       Hip  CompShg
## 717            7           5      2003         2003     Gable  CompShg
## 718            8           5      1999         2000     Gable  CompShg
## 719            6           5      2004         2004     Gable  CompShg
## 720            6           5      1997         1998     Gable  CompShg
## 721            7           5      2004         2004     Gable  CompShg
## 722            7           6      2007         2007     Gable  CompShg
## 723            7           5      2007         2007     Gable  CompShg
## 724            5           5      1966         1966       Hip  CompShg
## 725            5           5      1976         1976     Gable  CompShg
## 726            6           6      1976         1976       Hip  CompShg
## 727            6           6      1977         1977       Hip  CompShg
## 728            6           7      1976         2001       Hip  CompShg
## 729            5           7      1959         1996     Gable  CompShg
## 730            4           5      1955         1955     Gable  CompShg
## 731            4           5      1955         1955     Gable  CompShg
## 732            4           5      1955         1955       Hip  CompShg
## 733            5           7      1938         2007     Gable  CompShg
## 734            5           8      1947         1993     Gable  CompShg
## 735            4           5      1953         1953     Gable  CompShg
## 736            4           6      1954         1954     Gable  CompShg
## 737            4           7      1923         2008     Gable  CompShg
## 738            7           8      1921         1950     Gable  CompShg
## 739            6           7      1930         1950     Gable  CompShg
## 740            6           6      1926         1950   Gambrel  CompShg
## 741            6           6      1914         1995     Gable  CompShg
## 742            8           9      1925         1997     Gable  CompShg
## 743            6           3      1923         1950       Hip  CompShg
## 744            5           6      1937         1995     Gable  CompShg
## 745            5           4      1938         1950     Gable  CompShg
## 746            6           5      1951         1951       Hip  CompShg
## 747            8           6      1935         1950     Gable  CompShg
## 748            7           9      1950         2000     Gable  CompShg
## 749            5           5      1956         1956     Gable  CompShg
## 750            6           6      1980         1980     Gable  CompShg
## 751            6           8      1926         1998     Gable  CompShg
## 752            6           8      1940         2006     Gable  CompShg
## 753            5           7      1930         1950     Gable  CompShg
## 754            5           5      1967         1967       Hip  CompShg
## 755            5           7      1930         1995     Gable  CompShg
## 756            5           5      1958         1958     Gable  CompShg
## 757            1           5      1952         1952     Gable  CompShg
## 758            4           7      1895         1950     Gable  CompShg
## 759            4           7      1910         2000     Gable  CompShg
## 760            4           6      1920         1950     Gable  CompShg
## 761            8           5      2007         2008       Hip  CompShg
## 762            7           5      2004         2005       Hip  CompShg
## 763            7           5      1996         1997     Gable  CompShg
## 764            7           5      1996         1997     Gable  CompShg
## 765            5           4      1976         1976     Gable  CompShg
## 766            4           5      1991         1991     Gable  CompShg
## 767            7           6      1986         1986     Gable  CompShg
## 768            8           5      2006         2007       Hip  CompShg
## 769            8           5      2007         2007     Gable  CompShg
## 770            5           5      2006         2007     Gable  CompShg
## 771            7           5      2008         2008     Gable  CompShg
## 772            6           5      1989         1989     Gable  CompShg
## 773            6           5      1986         1986     Gable  CompShg
## 774            8           5      2003         2003       Hip  CompShg
## 775            6           5      1999         2000       Hip  CompShg
## 776            8           5      2007         2007     Gable  CompShg
## 777            8           5      2005         2006     Gable  CompShg
## 778            7           5      1997         1998     Gable  CompShg
## 779            5           5      2007         2008     Gable  CompShg
## 780            6           5      1997         1997       Hip  CompShg
## 781            4           5      1964         1964     Gable  CompShg
## 782            5           6      1975         1975     Gable  CompShg
## 783            5           7      1976         1976     Gable  CompShg
## 784            4           7      1973         2006     Gable  CompShg
## 785            4           6      1973         1973     Gable  CompShg
## 786            5           6      1968         1968     Gable  CompShg
## 787            6           9      1970         2007     Gable  CompShg
## 788            5           7      1983         1983     Gable  CompShg
## 789            5           6      1982         2005     Gable  CompShg
## 790            5           6      1984         1984     Gable  CompShg
## 791            5           1      1900         1950       Hip  CompShg
## 792            6           6      1971         1971     Gable  CompShg
## 793            6           5      1997         1997     Gable  CompShg
## 794            6           5      1994         1994     Gable  CompShg
## 795            6           5      1999         2000     Gable  CompShg
## 796            7           5      1996         1996     Gable  CompShg
## 797            6           5      1999         2003     Gable  CompShg
## 798            7           5      1992         1993     Gable  CompShg
## 799            6           5      1993         1994     Gable  CompShg
## 800            6           6      1964         1964     Gable  CompShg
## 801            8           5      1988         1988     Gable  CompShg
## 802            8           5      1990         1990     Gable  CompShg
## 803            8           5      2005         2005       Hip  CompShg
## 804            9           5      2006         2007       Hip  CompShg
## 805            5           5      1969         1990     Gable  CompShg
## 806            9           5      2006         2006     Gable  CompShg
## 807            8           5      2006         2006       Hip  CompShg
## 808           10           5      2006         2007       Hip  CompShg
## 809            6           5      1984         1984       Hip  CompShg
## 810            7           7      1981         2003     Gable  CompShg
## 811            7           6      1978         1985     Gable  CompShg
## 812            7           5      1979         1979       Hip  WdShake
## 813            6           6      1984         1984     Gable  CompShg
## 814            6           5      1979         1999     Gable  CompShg
## 815            6           5      1971         1971       Hip  CompShg
## 816            7           6      1976         1976     Gable  CompShg
## 817            6           6      1974         1974     Gable  CompShg
## 818            5           6      1970         1990     Gable  CompShg
## 819            5           5      1970         2002     Gable  CompShg
## 820            4           7      1961         1961     Gable  CompShg
## 821            6           5      2001         2001     Gable  CompShg
## 822            6           5      1997         1998     Gable  CompShg
## 823            6           6      1973         1973     Gable  CompShg
## 824            6           5      1973         1973     Gable  CompShg
## 825            7           7      1978         1978     Gable  CompShg
## 826            5           6      1966         1966       Hip  CompShg
## 827            9           5      2006         2007       Hip  CompShg
## 828            8           5      2006         2007     Gable  CompShg
## 829            8           5      2007         2007     Gable  CompShg
## 830            9           5      2007         2007       Hip  CompShg
## 831            8           5      2006         2007       Hip  CompShg
## 832           10           5      2005         2006       Hip  CompShg
## 833            9           5      2007         2007       Hip  CompShg
## 834            9           5      2005         2006     Gable  CompShg
## 835           10           5      2007         2007       Hip  CompShg
## 836            8           5      2007         2008     Gable  CompShg
## 837            8           5      2007         2007     Gable  CompShg
## 838            9           5      2006         2006       Hip  CompShg
## 839            8           5      2004         2004     Gable  CompShg
## 840            8           5      2003         2003     Gable  CompShg
## 841            8           5      2007         2007       Hip  CompShg
## 842            7           5      2005         2006     Gable  CompShg
## 843            8           5      2005         2005     Gable  CompShg
## 844            8           5      2006         2007     Gable  CompShg
## 845            6           5      2005         2006     Gable  CompShg
## 846            6           5      2005         2006     Gable  CompShg
## 847            6           5      2005         2006     Gable  CompShg
## 848            8           5      2006         2006     Gable  CompShg
## 849            9           5      2005         2005       Hip  CompShg
## 850            8           5      2006         2006       Hip  CompShg
## 851            7           5      2003         2003     Gable  CompShg
## 852            6           5      2007         2007     Gable  CompShg
## 853            6           5      2005         2006     Gable  CompShg
## 854            7           5      2006         2007     Gable  CompShg
## 855            6           5      2006         2006     Gable  CompShg
## 856            6           5      2006         2007     Gable  CompShg
## 857            6           5      2005         2005     Gable  CompShg
## 858            6           5      2007         2007     Gable  CompShg
## 859            7           5      2007         2007     Gable  CompShg
## 860            7           6      2007         2007     Gable  CompShg
## 861            8           5      2003         2003       Hip  CompShg
## 862            7           5      2007         2007     Gable  CompShg
## 863            7           5      2004         2005     Gable  CompShg
## 864            7           5      2004         2004     Gable  CompShg
## 865            7           5      2006         2006     Gable  CompShg
## 866            7           5      2003         2003     Gable  CompShg
## 867            7           5      2003         2003     Gable  CompShg
## 868            7           5      2002         2002     Gable  CompShg
## 869            6           5      2000         2000     Gable  CompShg
## 870            6           5      1999         2000     Gable  CompShg
## 871            8           5      1997         1998       Hip  CompShg
## 872            9           5      1998         1998     Gable  CompShg
## 873            8           5      1998         1999     Gable  CompShg
## 874            7           5      1998         1998     Gable  CompShg
## 875            8           5      1992         1993     Gable  CompShg
## 876            8           5      1996         1997     Gable  CompShg
## 877            7           6      2007         2007     Gable  CompShg
## 878            8           5      2007         2007     Gable  CompShg
## 879            8           5      2006         2006     Gable  CompShg
## 880           10           5      2007         2007       Hip  CompShg
## 881            7           5      2007         2007     Gable  CompShg
## 882            8           5      2005         2005     Gable  CompShg
## 883            7           5      2005         2006     Gable  CompShg
## 884            7           5      2006         2006     Gable  CompShg
## 885            8           5      2006         2006     Gable  CompShg
## 886            8           5      2007         2007     Gable  CompShg
## 887            7           5      2006         2007     Gable  CompShg
## 888            8           5      2007         2007     Gable  CompShg
## 889            5           5      2007         2007     Gable  CompShg
## 890            8           5      2007         2007       Hip  CompShg
## 891            8           5      2007         2007     Gable  CompShg
## 892            8           5      2006         2006     Gable  CompShg
## 893            6           5      2004         2004     Gable  CompShg
## 894            6           5      2006         2007     Gable  CompShg
## 895            7           5      2006         2006     Gable  CompShg
## 896            5           5      2003         2004     Gable  CompShg
## 897            7           5      2006         2006     Gable  CompShg
## 898            6           5      1993         1997     Gable  CompShg
## 899            6           5      1980         1980     Gable  CompShg
## 900            5           5      1977         1977     Gable  CompShg
## 901            5           7      1968         1968     Gable  CompShg
## 902            7           5      1990         1990     Gable  CompShg
## 903            5           5      1974         1974     Gable  CompShg
## 904            6           7      1973         2006     Gable  CompShg
## 905            8           5      2004         2004     Gable  CompShg
## 906            8           5      2006         2007     Gable  CompShg
## 907            8           5      2006         2007     Gable  CompShg
## 908            7           5      2006         2007     Gable  CompShg
## 909            8           5      2006         2007     Gable  CompShg
## 910            6           5      1999         1999     Gable  CompShg
## 911            6           5      2000         2000     Gable  CompShg
## 912            7           5      1999         2000     Gable  CompShg
## 913            8           5      2003         2004       Hip  CompShg
## 914            8           5      1998         1998     Gable  CompShg
## 915            8           5      1994         1995     Gable  CompShg
## 916            7           6      1980         1980       Hip  CompShg
## 917            8           5      1981         1981       Hip  CompShg
## 918            6           6      1968         1968     Gable  CompShg
## 919            6           6      1970         1970     Gable  CompShg
## 920            6           6      1969         1969     Gable  CompShg
## 921            6           5      1968         1968     Gable  CompShg
## 922            7           7      1972         1987       Hip  CompShg
## 923            7           6      1993         1993     Gable  CompShg
## 924            7           6      1993         1993     Gable  CompShg
## 925            6           7      1966         1966       Hip  CompShg
## 926            6           5      1963         1963     Gable  CompShg
## 927            5           6      1967         1993     Gable  CompShg
## 928            4           5      1964         1964     Gable  CompShg
## 929            5           5      1956         1956       Hip  CompShg
## 930            5           5      1961         1961       Hip  CompShg
## 931            5           7      1961         1961     Gable  CompShg
## 932            5           7      1960         1960       Hip  CompShg
## 933            7           6      1966         1966       Hip  CompShg
## 934            6           5      1965         1965     Gable  CompShg
## 935            6           7      1964         1997     Gable  CompShg
## 936            6           5      1964         1964     Gable  CompShg
## 937            6           7      1959         1991     Gable  CompShg
## 938            5           7      1940         1996     Gable  CompShg
## 939            3           3      1946         1950     Gable  CompShg
## 940            3           5      1945         1950     Gable  CompShg
## 941            5           8      1958         2000     Gable  CompShg
## 942            5           6      1955         1955       Hip  CompShg
## 943            5           5      1968         1968     Gable  CompShg
## 944            5           6      1966         1966     Gable  CompShg
## 945            6           5      1961         1961       Hip  CompShg
## 946            6           7      1957         1999     Gable  CompShg
## 947            5           6      1956         1956     Gable  CompShg
## 948            5           7      1963         1963     Gable  CompShg
## 949            5           5      1960         1960       Hip  CompShg
## 950            6           6      1957         1969     Gable  CompShg
## 951            5           5      1957         1957     Gable  CompShg
## 952            5           6      1955         1975     Gable  CompShg
## 953            5           5      1955         1955       Hip  CompShg
## 954            5           9      1953         2006     Gable  CompShg
## 955            5           5      1958         1958       Hip  CompShg
## 956            6           6      1952         1952       Hip  CompShg
## 957            6           7      1953         1953       Hip  CompShg
## 958            5           8      1956         2003     Gable  CompShg
## 959            4           4      1955         1955     Gable  CompShg
## 960            5           5      1955         1955     Gable  CompShg
## 961            4           6      1953         1953     Gable  CompShg
## 962            5           5      1952         1952     Gable  CompShg
## 963            4           7      1890         2006     Gable  CompShg
## 964            5           6      1953         2004     Gable  CompShg
## 965            5           4      1935         2007     Gable  CompShg
## 966            4           7      1925         1993     Gable  CompShg
## 967            5           9      1895         1999     Gable  CompShg
## 968            7           5      1963         1999     Gable  CompShg
## 969            5           7      1961         1961     Gable  CompShg
## 970            6           6      1968         1968     Gable  CompShg
## 971            5           3      1950         1950     Gable  CompShg
## 972            5           7      1959         2003       Hip  CompShg
## 973            5           6      1958         1958       Hip  CompShg
## 974            5           5      1960         1960       Hip  CompShg
## 975            5           5      1960         1960       Hip  CompShg
## 976            5           6      1961         1961     Gable  CompShg
## 977            5           5      1962         1962       Hip  CompShg
## 978            5           5      1962         1962     Gable  CompShg
## 979            5           7      1926         1980     Gable  CompShg
## 980            6           6      1927         1950     Gable  CompShg
## 981            5           5      1922         1950     Gable  CompShg
## 982            5           6      1920         1990     Gable  CompShg
## 983            5           8      1940         1950     Gable  CompShg
## 984            5           8      1900         2006     Gable  CompShg
## 985            4           6      1900         1950     Gable  CompShg
## 986            4           8      1900         1950     Gable  CompShg
## 987            8           9      1910         1999       Hip  CompShg
## 988            6           6      1927         1950   Gambrel  CompShg
## 989            5           7      1910         1950     Gable  CompShg
## 990            6           8      1910         1990     Gable  CompShg
## 991            5           7      1930         2005   Gambrel  CompShg
## 992            7           8      1879         1987     Gable  CompShg
## 993            4           6      1956         1956     Gable  CompShg
## 994            4           7      1949         2002     Gable  CompShg
## 995            5           7      1925         1994     Gable  CompShg
## 996            5           6      1950         1950     Gable  CompShg
## 997            5           7      1939         1998     Gable  CompShg
## 998            6           6      1939         1950     Gable  CompShg
## 999            5           7      1939         1950     Gable  CompShg
## 1000           6           5      1938         1950     Gable  CompShg
## 1001           5           8      1939         1952     Gable  CompShg
## 1002           5           7      1930         1992     Gable  CompShg
## 1003           5           6      1926         1950     Gable  CompShg
## 1004           6           8      1918         1995     Gable  CompShg
## 1005           6           7      1920         1950     Gable  CompShg
## 1006           5           5      1926         1950     Gable  CompShg
## 1007           7           6      1929         1990     Gable  CompShg
## 1008           5           4      1901         1950     Gable  CompShg
## 1009           5           3      1901         1950     Gable  CompShg
## 1010           6           6      1963         1963     Gable  CompShg
## 1011           7           9      1950         2005     Gable  CompShg
## 1012           6           5      1915         1950     Gable  CompShg
## 1013           4           6      1958         1958     Gable  CompShg
## 1014           4           1      1910         1950     Gable  CompShg
## 1015           7           8      1937         1980     Gable  CompShg
## 1016           5           6      1942         1979     Gable  CompShg
## 1017           5           5      1963         1963     Gable  CompShg
## 1018           5           5      1964         1980     Gable  CompShg
## 1019           4           3      1964         1964     Gable  CompShg
## 1020           5           8      1964         2001       Hip  CompShg
## 1021           5           4      1966         1966     Gable  CompShg
## 1022           5           6      1971         1990     Gable  CompShg
## 1023           5           5      1968         1968     Gable  CompShg
## 1024           5           5      1967         1967     Gable  CompShg
## 1025           5           7      1966         1966     Gable  CompShg
## 1026           5           5      1956         1998       Hip  CompShg
## 1027           5           4      1920         1996     Gable  CompShg
## 1028           7           8      1940         1998     Gable  CompShg
## 1029           6           5      1954         1995     Gable  CompShg
## 1030           5           6      1958         1998     Gable  CompShg
## 1031           4           7      1945         1950     Gable  CompShg
## 1032           6           5      1984         1984       Hip  CompShg
## 1033           5           7      1948         2005       Hip  CompShg
## 1034           5           5      1953         1953     Gable  CompShg
## 1035           4           5      1946         1950     Gable  CompShg
## 1036           6           7      1954         1994       Hip  CompShg
## 1037           6           6      1954         1954     Gable  CompShg
## 1038           5           5      1958         1958     Gable  CompShg
## 1039           4           5      1958         1994     Gable  CompShg
## 1040           5           6      1984         1984     Gable  CompShg
## 1041           5           6      1951         1951     Gable  CompShg
## 1042           5           6      1951         1994     Gable  CompShg
## 1043           4           5      1920         1950   Gambrel  CompShg
## 1044           6           5      1984         1984     Gable  CompShg
## 1045           7           5      1994         2001     Gable  CompShg
## 1046           8           5      2007         2007     Gable  CompShg
## 1047           8           5      2006         2007       Hip  CompShg
## 1048           8           5      2007         2007     Gable  CompShg
## 1049           7           5      2005         2006     Gable  CompShg
## 1050           8           5      2006         2006     Gable  CompShg
## 1051           7           5      2005         2006     Gable  CompShg
## 1052           7           5      2005         2006     Gable  CompShg
## 1053           7           5      1988         1988     Gable  CompShg
## 1054           8           6      1976         1976      Shed  WdShngl
## 1055           5           5      1994         1994     Gable  CompShg
## 1056           6           6      1997         2006     Gable  CompShg
## 1057           5           7      1994         1994     Gable  CompShg
## 1058           5           5      1996         1996     Gable  CompShg
## 1059           7           5      1999         1999     Gable  CompShg
## 1060           7           5      1998         1999     Gable  CompShg
## 1061           7           5      2001         2001     Gable  CompShg
## 1062           7           5      2000         2000     Gable  CompShg
## 1063           5           5      1974         1974     Gable  CompShg
## 1064           5           5      1976         1976     Gable  CompShg
## 1065           5           7      1977         1977     Gable  CompShg
## 1066           5           5      1977         1977     Gable  CompShg
## 1067           5           4      1977         1977     Gable  CompShg
## 1068           5           6      1975         1975       Hip  CompShg
## 1069           5           5      1972         2000     Gable  CompShg
## 1070           4           8      1972         2006     Gable  CompShg
## 1071           7           5      2000         2000     Gable  CompShg
## 1072           7           5      2003         2003     Gable  CompShg
## 1073           7           5      2002         2002     Gable  CompShg
## 1074           8           5      1994         1995       Hip  CompShg
## 1075           8           5      2001         2001     Gable  CompShg
## 1076           7           5      1996         2002     Gable  CompShg
## 1077           8           5      1999         2000     Gable  CompShg
## 1078           7           5      2007         2007     Gable  CompShg
## 1079           7           5      2005         2005     Gable  CompShg
## 1080           6           5      2006         2007     Gable  CompShg
## 1081           7           5      2006         2006     Gable  CompShg
## 1082           5           5      2005         2005     Gable  CompShg
## 1083           5           5      1967         1967     Gable  CompShg
## 1084           4           6      1963         1963     Gable  CompShg
## 1085           5           6      1925         1950     Gable  CompShg
## 1086           6           6      1960         1960       Hip  CompShg
## 1087           6           6      1976         1976     Gable  CompShg
## 1088           5           6      1979         1979     Gable  CompShg
## 1089           5           5      2005         2006     Gable  CompShg
## 1090          10           5      2008         2009       Hip  CompShg
## 1091           6           5      2005         2005     Gable  CompShg
## 1092           5           7      1959         2000     Gable  CompShg
## 1093           4           3      1955         1955     Gable  CompShg
## 1094           5           6      1946         1950     Gable  CompShg
## 1095           6           8      1920         1995     Gable  CompShg
## 1096           4           5      1955         1955     Gable  CompShg
## 1097           4           5      1955         1955     Gable  CompShg
## 1098           5           6      1923         1950       Hip  CompShg
## 1099           5           5      1926         1950       Hip  CompShg
## 1100           6           7      1921         2005     Gable  CompShg
## 1101           7           8      1930         1995     Gable  CompShg
## 1102           6           7      1921         1950     Gable  CompShg
## 1103           6           8      1926         1991     Gable  CompShg
## 1104           7           7      1927         1992     Gable  CompShg
## 1105           5           5      1951         1951     Gable  CompShg
## 1106           4           6      1930         2003     Gable  CompShg
## 1107           5           5      1941         1950     Gable  CompShg
## 1108           6           4      1960         1960     Gable  CompShg
## 1109           6           6      1968         1968       Hip  CompShg
## 1110           6           6      1980         1980     Gable  CompShg
## 1111           4           5      1995         1996     Gable  CompShg
## 1112           8           5      1988         1988     Gable  CompShg
## 1113           7           5      1971         1971     Gable  CompShg
## 1114           8           5      1986         1986     Gable  CompShg
## 1115           6           7      1940         1950     Gable  CompShg
## 1116           5           7      1925         2003     Gable  CompShg
## 1117           5           6      1923         1999     Gable  CompShg
## 1118           5           7      1922         1950     Gable  CompShg
## 1119           2           4      1939         1950     Gable  CompShg
## 1120           5           6      1895         2006     Gable  CompShg
## 1121           4           6      1957         1980     Gable  CompShg
## 1122           5           9      1930         2007       Hip  CompShg
## 1123           8           5      2006         2007       Hip  CompShg
## 1124           6           6      1979         1979     Gable  CompShg
## 1125           5           5      2002         2002     Gable  CompShg
## 1126           7           5      2002         2002     Gable  CompShg
## 1127           7           5      1991         1992     Gable  CompShg
## 1128           7           6      1975         1975     Gable  CompShg
## 1129           6           6      1974         1974     Gable  CompShg
## 1130           7           6      1987         1987     Gable  CompShg
## 1131           6           8      1958         1995       Hip  CompShg
## 1132           7           5      2006         2007     Gable  CompShg
## 1133           8           5      2006         2007       Hip  CompShg
## 1134           7           7      1985         1985     Gable  CompShg
## 1135           8           5      2001         2001     Gable  CompShg
## 1136           8           5      2002         2002       Hip  CompShg
## 1137           6           5      1996         1996     Gable  CompShg
## 1138           7           5      2003         2004     Gable  CompShg
## 1139          10           5      2006         2007       Hip  CompShg
## 1140           3           5      1953         1953     Gable  CompShg
## 1141           6           5      1996         1997     Gable  CompShg
## 1142           4           4      1972         1972     Gable  CompShg
## 1143           4           5      1970         1970     Gable  CompShg
## 1144           4           6      1970         1970     Gable  CompShg
## 1145           4           3      1976         1976     Gable  CompShg
## 1146           5           5      1977         1977     Gable  CompShg
## 1147           6           6      1977         1977     Gable  CompShg
## 1148           5           6      1977         1994     Gable  CompShg
## 1149           5           7      1977         1977     Gable  CompShg
## 1150           5           7      1971         1971     Gable  CompShg
## 1151           4           3      1961         1961      Shed  CompShg
## 1152           5           6      1976         2003     Gable  CompShg
## 1153           5           7      1983         1983     Gable  CompShg
## 1154           5           6      1984         1984     Gable  CompShg
## 1155           6           5      1954         1954       Hip  CompShg
## 1156           6           6      1956         1956       Hip  CompShg
## 1157           5           5      1957         1957     Gable  CompShg
## 1158           6           6      1957         1957     Gable  CompShg
## 1159           7           6      1969         1969     Gable  CompShg
## 1160           6           5      1997         1998     Gable  CompShg
## 1161           6           5      1995         1995     Gable  CompShg
## 1162           6           5      1996         1996     Gable  CompShg
## 1163           8           5      2005         2005     Gable  CompShg
## 1164           7           5      2005         2006     Gable  CompShg
## 1165           8           5      1994         1994     Gable  CompShg
## 1166           6           6      1993         1994     Gable  CompShg
## 1167           8           5      1987         1987     Gable  CompShg
## 1168           9           5      2005         2006       Hip  CompShg
## 1169          10           5      2006         2006       Hip  CompShg
## 1170           9           5      2006         2006       Hip  CompShg
## 1171          10           5      2006         2006       Hip  CompShg
## 1172           9           5      2005         2006       Hip  CompShg
## 1173           9           5      2005         2005       Hip  CompShg
## 1174           9           5      2005         2005       Hip  CompShg
## 1175           6           6      1980         1980     Gable  CompShg
## 1176           7           5      1978         1978     Gable  CompShg
## 1177           7           5      1976         1976     Gable  CompShg
## 1178           7           5      2005         2006     Gable  CompShg
## 1179           6           6      1975         2000     Gable  CompShg
## 1180           6           6      1974         1974     Gable  CompShg
## 1181           4           4      1971         1971     Gable  CompShg
## 1182           6           5      2002         2002     Gable  CompShg
## 1183           6           5      1973         1973     Gable  CompShg
## 1184           5           6      1973         1973     Gable  CompShg
## 1185           6           7      1972         1972     Gable  CompShg
## 1186           6           5      1972         1972     Gable  CompShg
## 1187           6           5      1972         1972     Gable  CompShg
## 1188           6           5      1975         1975     Gable  CompShg
## 1189           5           7      1967         1975       Hip  CompShg
## 1190           7           7      1976         1976     Gable  CompShg
## 1191           6           5      1976         1976     Gable  CompShg
## 1192           9           5      2006         2006       Hip  CompShg
## 1193           8           5      2004         2004     Gable  CompShg
## 1194           7           5      2006         2006       Hip  CompShg
## 1195           9           5      2005         2005       Hip  CompShg
## 1196           9           5      2005         2006       Hip  CompShg
## 1197           9           5      2005         2006     Gable  CompShg
## 1198           8           5      2005         2006     Gable  CompShg
## 1199           8           5      2006         2006     Gable  CompShg
## 1200           8           5      2005         2006       Hip  CompShg
## 1201           9           5      2005         2006     Gable  CompShg
## 1202           9           5      2004         2005       Hip  CompShg
## 1203           8           5      2004         2004     Gable  CompShg
## 1204           9           5      2005         2005       Hip  CompShg
## 1205           9           5      2006         2006       Hip  CompShg
## 1206           9           5      2006         2006       Hip  CompShg
## 1207           6           5      2005         2006     Gable  CompShg
## 1208           7           5      2006         2006     Gable  CompShg
## 1209           6           5      2006         2006     Gable  CompShg
## 1210           8           5      2004         2005     Gable  CompShg
## 1211           7           5      2006         2006     Gable  CompShg
## 1212           7           5      2006         2006     Gable  CompShg
## 1213           7           5      2002         2002     Gable  CompShg
## 1214           7           5      2004         2004       Hip  CompShg
## 1215           7           5      2005         2006     Gable  CompShg
## 1216           7           5      2004         2005     Gable  CompShg
## 1217           6           5      2000         2000     Gable  CompShg
## 1218           7           5      2006         2006     Gable  CompShg
## 1219           8           5      1998         1998     Gable  CompShg
## 1220           8           5      2000         2000     Gable  CompShg
## 1221           9           5      2000         2000     Gable  CompShg
## 1222           8           5      1995         1995       Hip  CompShg
## 1223           9           5      1993         1994       Hip  CompShg
## 1224           8           5      1994         1995     Gable  CompShg
## 1225           8           5      1993         1993     Gable  CompShg
## 1226           8           5      2005         2006     Gable  CompShg
## 1227           8           5      2006         2006     Gable  CompShg
## 1228           8           5      2006         2006     Gable  CompShg
## 1229           8           5      2006         2006     Gable  CompShg
## 1230           9           5      2006         2006     Gable  CompShg
## 1231           6           5      2005         2005     Gable  CompShg
## 1232           6           5      2005         2005     Gable  CompShg
## 1233           7           5      2005         2006     Gable  CompShg
## 1234           6           5      2005         2006     Gable  CompShg
## 1235           7           5      2005         2005     Gable  CompShg
## 1236           7           5      2005         2005     Gable  CompShg
## 1237           6           5      1997         1998     Gable  CompShg
## 1238           6           5      1992         1993     Gable  CompShg
## 1239           6           5      1990         1991     Gable  CompShg
## 1240           6           5      1991         1991     Gable  CompShg
## 1241           6           5      1994         1994     Gable  CompShg
## 1242           5           4      1962         1962       Hip  CompShg
## 1243           6           6      1977         1977     Gable  CompShg
## 1244           5           6      1962         2002       Hip  CompShg
## 1245           5           5      1965         1965     Gable  CompShg
## 1246           5           6      1968         1968     Gable  CompShg
## 1247           5           6      1963         1963     Gable  CompShg
## 1248           5           6      1965         1965     Gable  CompShg
## 1249           5           6      1964         1964     Gable  CompShg
## 1250           5           6      1967         1967     Gable  CompShg
## 1251           7           4      1974         1974     Gable  CompShg
## 1252           8           5      1992         1993     Gable  CompShg
## 1253           7           5      2004         2004     Gable  CompShg
## 1254           7           5      2005         2005     Gable  CompShg
## 1255           6           5      2000         2000     Gable  CompShg
## 1256           7           5      2003         2003     Gable  CompShg
## 1257           7           5      1997         1998       Hip  CompShg
## 1258           8           5      2001         2002     Gable  CompShg
## 1259           5           6      1972         1972     Gable  CompShg
## 1260           7           6      1967         1967       Hip  CompShg
## 1261           5           5      1968         1968     Gable  CompShg
## 1262           5           5      1968         1968     Gable  CompShg
## 1263           6           7      1968         2004       Hip  CompShg
## 1264           5           6      1968         1968     Gable  CompShg
## 1265           5           5      1966         1966     Gable  CompShg
##      Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 1        VinylSd     VinylSd       None          0        TA        TA
## 2        Wd Sdng     Wd Sdng    BrkFace        108        TA        TA
## 3        VinylSd     VinylSd       None          0        TA        TA
## 4        VinylSd     VinylSd    BrkFace         20        TA        TA
## 5        HdBoard     HdBoard       None          0        Gd        TA
## 6        HdBoard     HdBoard       None          0        TA        TA
## 7        HdBoard     HdBoard       None          0        TA        Gd
## 8        VinylSd     VinylSd       None          0        TA        TA
## 9        HdBoard     HdBoard       None          0        TA        TA
## 10       Plywood     Plywood       None          0        TA        TA
## 11       MetalSd     MetalSd       None          0        Gd        TA
## 12       HdBoard     HdBoard    BrkFace        504        TA        TA
## 13       HdBoard     HdBoard    BrkFace        492        TA        TA
## 14       Plywood     Brk Cmn       None          0        TA        TA
## 15       Plywood     Brk Cmn       None          0        TA        TA
## 16       VinylSd     VinylSd      Stone        162        Ex        TA
## 17       VinylSd     VinylSd      Stone        256        Gd        TA
## 18       VinylSd     VinylSd    BrkFace        615        Gd        TA
## 19       CemntBd     CmentBd    BrkFace        240        Gd        TA
## 20       VinylSd     VinylSd    BrkFace       1095        Ex        TA
## 21       VinylSd     VinylSd    BrkFace        232        Gd        TA
## 22       VinylSd     VinylSd      Stone        178        Gd        TA
## 23       VinylSd     VinylSd       None          0        Gd        TA
## 24       VinylSd     VinylSd    BrkFace         14        Gd        TA
## 25       VinylSd     VinylSd       None          0        Gd        TA
## 26       VinylSd     VinylSd       None          0        Gd        TA
## 27       VinylSd     VinylSd    BrkFace        114        Gd        TA
## 28       VinylSd     VinylSd    BrkFace        226        Gd        TA
## 29       VinylSd     VinylSd       None          0        Gd        TA
## 30       VinylSd     VinylSd       None          0        Gd        TA
## 31       VinylSd     VinylSd    BrkFace        122        Gd        TA
## 32       Wd Sdng     Wd Sdng       None          0        TA        Fa
## 33       Plywood     Plywood     BrkCmn        250        TA        Gd
## 34       HdBoard     ImStucc    BrkFace        504        Gd        TA
## 35       HdBoard     HdBoard    BrkFace        180        Gd        TA
## 36       MetalSd     MetalSd       None          0        Gd        TA
## 37       VinylSd     VinylSd       None          0        Gd        TA
## 38       MetalSd     MetalSd    BrkFace        120        Gd        TA
## 39       MetalSd     MetalSd       None          0        Gd        TA
## 40       VinylSd     VinylSd    BrkFace        216        Gd        TA
## 41       MetalSd     MetalSd    BrkFace       1159        Gd        TA
## 42       VinylSd     VinylSd       None          0        Gd        TA
## 43       CemntBd     CmentBd       None          0        Gd        TA
## 44       VinylSd     VinylSd       None          0        Gd        TA
## 45       VinylSd     VinylSd       None          0        Gd        TA
## 46       HdBoard     HdBoard    BrkFace        120        TA        TA
## 47       MetalSd     MetalSd       None          0        TA        TA
## 48       MetalSd     MetalSd       None          0        TA        TA
## 49       MetalSd     MetalSd       None          0        TA        TA
## 50       VinylSd     VinylSd    BrkFace        172        TA        TA
## 51       HdBoard     HdBoard       None          0        TA        TA
## 52       Wd Sdng     Plywood    BrkFace        268        TA        TA
## 53       HdBoard     HdBoard       None          0        TA        TA
## 54       HdBoard     HdBoard    BrkFace        144        TA        TA
## 55       MetalSd     MetalSd    BrkFace        265        Gd        TA
## 56       MetalSd     MetalSd      Stone        340        TA        Gd
## 57       HdBoard     HdBoard    BrkFace        216        TA        TA
## 58       HdBoard     HdBoard       None          0        TA        TA
## 59       VinylSd     VinylSd    BrkFace        506        Gd        TA
## 60       MetalSd     MetalSd    BrkFace        150        TA        TA
## 61       MetalSd     MetalSd    BrkFace         91        TA        TA
## 62       Wd Sdng     Wd Sdng      Stone        432        TA        TA
## 63       MetalSd     MetalSd       None          0        TA        TA
## 64       WdShing     Wd Shng       None          0        TA        TA
## 65       MetalSd     MetalSd       None          0        TA        Gd
## 66       MetalSd     MetalSd       None          0        TA        TA
## 67       MetalSd     MetalSd       None          0        TA        TA
## 68       WdShing     Wd Shng       None          0        TA        TA
## 69       BrkFace     Wd Sdng       None          0        TA        TA
## 70       Wd Sdng     Wd Sdng    BrkFace        218        TA        TA
## 71       Wd Sdng     Wd Sdng    BrkFace        771        TA        TA
## 72       Wd Sdng     Wd Sdng       None          0        TA        TA
## 73       MetalSd     MetalSd       None          0        TA        TA
## 74       MetalSd     MetalSd       None          0        TA        TA
## 75       VinylSd     VinylSd       None          0        TA        Gd
## 76       MetalSd     MetalSd       None          0        TA        TA
## 77       AsbShng     AsbShng       None          0        TA        Fa
## 78       Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 79       Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 80       MetalSd     MetalSd       None          0        TA        Fa
## 81       Wd Sdng     Wd Sdng       None          0        TA        TA
## 82       MetalSd     MetalSd       None          0        TA        Gd
## 83       Wd Sdng     Wd Sdng       None          0        TA        TA
## 84       MetalSd     MetalSd       None          0        TA        TA
## 85       MetalSd     MetalSd       None          0        TA        TA
## 86       MetalSd     MetalSd       None          0        TA        Gd
## 87       MetalSd     MetalSd      Stone        300        TA        TA
## 88       Wd Sdng     Wd Sdng       None          0        TA        TA
## 89       VinylSd     VinylSd       None          0        TA        TA
## 90       MetalSd     MetalSd       None          0        TA        TA
## 91       Wd Sdng     Wd Sdng       None          0        TA        TA
## 92       MetalSd     MetalSd       None          0        TA        Fa
## 93       Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 94       VinylSd     VinylSd       None          0        TA        Gd
## 95       HdBoard     HdBoard    BrkFace         90        TA        TA
## 96       Wd Sdng     Wd Sdng       None          0        TA        TA
## 97       Wd Sdng     Wd Shng       None          0        Fa        Fa
## 98       VinylSd     VinylSd       None          0        TA        TA
## 99       Wd Sdng      Stucco       None          0        TA        TA
## 100      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 101      Plywood     Plywood    BrkFace         72        Fa        Fa
## 102      HdBoard     HdBoard    BrkFace         47        TA        TA
## 103      HdBoard     HdBoard       None          0        TA        TA
## 104      Plywood     Plywood       None          0        TA        TA
## 105      HdBoard     HdBoard       None          0        TA        Gd
## 106      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 107      Wd Sdng     Wd Sdng       None          0        TA        TA
## 108      VinylSd     VinylSd    BrkFace        288        TA        TA
## 109      Wd Sdng     Wd Sdng       None          0        TA        TA
## 110      Wd Sdng     Plywood       None          0        TA        TA
## 111      WdShing     Wd Shng       None          0        TA        TA
## 112      WdShing     Wd Shng       None          0        TA        TA
## 113      VinylSd     VinylSd      Stone         96        Gd        TA
## 114      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 115      Plywood     Plywood    BrkFace        177        Gd        TA
## 116      VinylSd     VinylSd    BrkFace         85        Gd        Gd
## 117      VinylSd     VinylSd      Stone         80        Gd        TA
## 118      Wd Sdng     Plywood       None          0        TA        TA
## 119      VinylSd     VinylSd       None          0        TA        Gd
## 120      VinylSd     VinylSd       None          0        TA        TA
## 121      CemntBd     CmentBd       None          0        Gd        Gd
## 122      Wd Sdng     Wd Sdng       None          0        TA        TA
## 123      CemntBd     CmentBd    BrkFace        320        Gd        TA
## 124      VinylSd     VinylSd       None          0        Gd        TA
## 125      VinylSd     VinylSd    BrkFace        170        Gd        TA
## 126      VinylSd     VinylSd       None          0        TA        Gd
## 127      VinylSd     VinylSd       None          0        TA        Gd
## 128      MetalSd     MetalSd       None          0        TA        TA
## 129      VinylSd     VinylSd       None          0        TA        TA
## 130      Plywood     Plywood       None          0        TA        TA
## 131      WdShing     Wd Shng       None          0        TA        TA
## 132      MetalSd     VinylSd    BrkFace        203        TA        TA
## 133      Wd Sdng     Wd Sdng       None          0        TA        TA
## 134      Plywood      CBlock       None          0        TA        TA
## 135      VinylSd     VinylSd       None          0        TA        TA
## 136      Wd Sdng     Wd Sdng    BrkFace        371        Gd        Gd
## 137      VinylSd     VinylSd    BrkFace        430        TA        Gd
## 138      VinylSd     VinylSd    BrkFace         44        TA        TA
## 139      HdBoard     HdBoard       None          0        Gd        TA
## 140      HdBoard     HdBoard       None          0        Gd        TA
## 141      Wd Sdng     Wd Sdng       None          0        TA        TA
## 142      Wd Sdng     Wd Sdng       None          0        TA        TA
## 143      Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 144      CemntBd     CmentBd      Stone        186        Gd        TA
## 145      VinylSd     VinylSd       None          0        Gd        TA
## 146      Plywood     Plywood       None          0        TA        TA
## 147      Plywood     Plywood       None          0        TA        TA
## 148      VinylSd     VinylSd      Stone         60        Gd        TA
## 149      VinylSd     VinylSd       None          0        Gd        TA
## 150      VinylSd     VinylSd       None          0        TA        TA
## 151      Plywood     HdBoard       None          0        TA        TA
## 152      VinylSd     VinylSd       None          0        TA        TA
## 153      VinylSd     VinylSd       None          0        TA        TA
## 154      CemntBd     CmentBd       None          0        TA        TA
## 155      CemntBd     CmentBd       None          0        TA        TA
## 156      CemntBd     CmentBd       None          0        TA        TA
## 157      CemntBd     CmentBd       None          0        TA        TA
## 158      VinylSd     VinylSd       None          0        TA        Gd
## 159      VinylSd     VinylSd       None          0        TA        TA
## 160      HdBoard     HdBoard       None          0        TA        Po
## 161      HdBoard     HdBoard       None          0        TA        TA
## 162      HdBoard     HdBoard       None          0        TA        TA
## 163      VinylSd     VinylSd       None          0        Gd        Gd
## 164      VinylSd     VinylSd       None          0        Gd        Gd
## 165      MetalSd     MetalSd       None          0        TA        TA
## 166      Plywood     Plywood    BrkFace        440        TA        TA
## 167      VinylSd     VinylSd       None          0        TA        TA
## 168      VinylSd     VinylSd    BrkFace        188        Gd        TA
## 169      HdBoard     HdBoard    BrkFace         32        TA        TA
## 170      CemntBd     CmentBd       None          0        Gd        TA
## 171      CemntBd     CmentBd       None          0        TA        TA
## 172      CemntBd     CmentBd       None          0        Gd        TA
## 173      VinylSd     VinylSd       None          0        Gd        TA
## 174      VinylSd     VinylSd       None          0        Gd        TA
## 175      HdBoard     HdBoard       None          0        TA        TA
## 176      HdBoard     HdBoard    BrkFace         45        TA        TA
## 177      HdBoard     Wd Sdng    BrkFace        157        TA        TA
## 178      HdBoard     HdBoard    BrkFace        256        TA        TA
## 179      VinylSd     VinylSd    BrkFace        101        TA        TA
## 180      Plywood     Plywood    BrkFace        229        TA        TA
## 181      HdBoard     HdBoard    BrkFace        144        TA        TA
## 182      CemntBd     CmentBd       None          0        Gd        TA
## 183      VinylSd     VinylSd       None          0        Gd        TA
## 184      VinylSd     VinylSd       None          0        Gd        TA
## 185      HdBoard     HdBoard    BrkFace        161        TA        TA
## 186      Plywood     Plywood    BrkFace        196        TA        TA
## 187      Plywood     Plywood       None          0        TA        TA
## 188      HdBoard     HdBoard       None          0        TA        TA
## 189      Plywood     Plywood    BrkFace        178        TA        TA
## 190      VinylSd     VinylSd       None          0        TA        TA
## 191      VinylSd     VinylSd       None          0        TA        Gd
## 192      HdBoard     HdBoard    BrkFace        504        TA        TA
## 193      HdBoard     HdBoard    BrkFace        425        TA        TA
## 194      Plywood     Brk Cmn       None          0        TA        TA
## 195      Plywood     Brk Cmn       None          0        TA        TA
## 196      Plywood     Brk Cmn       None          0        TA        TA
## 197      Plywood     Brk Cmn       None          0        TA        TA
## 198      Plywood     Brk Cmn       None          0        Gd        TA
## 199      Plywood     Brk Cmn       None          0        TA        TA
## 200      HdBoard     HdBoard    BrkFace        165        Gd        TA
## 201      VinylSd     VinylSd      Stone        726        Ex        TA
## 202      VinylSd     VinylSd       None          0        Gd        TA
## 203      VinylSd     VinylSd      Stone        450        Ex        TA
## 204      VinylSd     VinylSd      Stone        472        Ex        TA
## 205      VinylSd     VinylSd      Stone        302        Ex        TA
## 206      VinylSd     VinylSd    BrkFace        238        Gd        TA
## 207      VinylSd     VinylSd      Stone         20        Gd        TA
## 208      VinylSd     VinylSd      Stone        284        Ex        TA
## 209      VinylSd     VinylSd      Stone        122        Gd        TA
## 210      VinylSd     VinylSd       None        285        Ex        TA
## 211      VinylSd     VinylSd    BrkFace        418        Gd        TA
## 212      VinylSd     VinylSd    BrkFace        724        Gd        TA
## 213      VinylSd     VinylSd      Stone        186        Gd        TA
## 214      VinylSd     VinylSd      Stone        383        Gd        TA
## 215      VinylSd     VinylSd      Stone        240        Gd        TA
## 216      VinylSd     VinylSd      Stone        135        Gd        TA
## 217      VinylSd     VinylSd      Stone        176        Gd        TA
## 218      CemntBd     CmentBd      Stone        730        Ex        TA
## 219      VinylSd     VinylSd    BrkFace        470        Gd        TA
## 220      MetalSd     MetalSd    BrkFace        308        Ex        TA
## 221      VinylSd     VinylSd    BrkFace        500        Ex        TA
## 222      VinylSd     VinylSd    BrkFace        270        Gd        TA
## 223      VinylSd     VinylSd      Stone        163        Gd        TA
## 224      VinylSd     VinylSd       None          0        Gd        TA
## 225      VinylSd     VinylSd       None          0        Gd        TA
## 226      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 227      WdShing     Wd Shng       None          0        Gd        TA
## 228      VinylSd     VinylSd    BrkFace        200        Gd        TA
## 229      VinylSd     VinylSd       None          0        Gd        TA
## 230      VinylSd     VinylSd       None          0        Gd        TA
## 231      VinylSd     VinylSd       None          0        Gd        TA
## 232      VinylSd     VinylSd       None          0        Gd        TA
## 233      VinylSd     VinylSd       None          0        Gd        TA
## 234      VinylSd     VinylSd       None          0        TA        TA
## 235      VinylSd     VinylSd       None          0        TA        TA
## 236      VinylSd     VinylSd    BrkFace        210        Gd        TA
## 237      VinylSd     VinylSd       None          0        TA        TA
## 238      VinylSd     VinylSd    BrkFace        150        Gd        TA
## 239      Wd Sdng     Wd Sdng    BrkFace        634        Gd        TA
## 240      VinylSd     VinylSd    BrkFace        286        Gd        TA
## 241      HdBoard     HdBoard    BrkFace        372        Gd        TA
## 242      VinylSd     VinylSd      Stone        240        Gd        TA
## 243      VinylSd     VinylSd    BrkFace        294        Gd        TA
## 244      VinylSd     VinylSd      Stone        260        Gd        TA
## 245      VinylSd     VinylSd      Stone        206        Gd        TA
## 246      VinylSd     VinylSd      Stone        198        Ex        TA
## 247      VinylSd     VinylSd       None          0        Gd        TA
## 248      VinylSd     VinylSd       None          0        Gd        TA
## 249      VinylSd     VinylSd      Stone        120        Gd        TA
## 250      VinylSd     VinylSd      Stone        238        Gd        TA
## 251      VinylSd     VinylSd      Stone        121        Gd        TA
## 252      VinylSd     VinylSd    BrkFace        288        Gd        TA
## 253      VinylSd     VinylSd       None          0        Gd        TA
## 254      VinylSd     Wd Shng       None          0        Gd        TA
## 255      VinylSd     VinylSd       None          0        Gd        TA
## 256      VinylSd     VinylSd       None          0        Gd        TA
## 257      VinylSd     VinylSd       None          0        Gd        TA
## 258      VinylSd     VinylSd       None          0        TA        TA
## 259      VinylSd     VinylSd       None          0        Gd        TA
## 260      VinylSd     VinylSd    BrkFace        264        Gd        TA
## 261      VinylSd     VinylSd       None          0        Gd        TA
## 262      VinylSd     VinylSd       None          0        TA        TA
## 263      VinylSd     VinylSd       None          0        TA        TA
## 264      VinylSd     VinylSd    BrkFace        140        Gd        TA
## 265      VinylSd     VinylSd    BrkFace        132        Gd        TA
## 266      HdBoard     HdBoard       None          0        Gd        Gd
## 267      Plywood     ImStucc       None          0        Gd        TA
## 268      VinylSd     VinylSd       None          0        Gd        TA
## 269      VinylSd     VinylSd    BrkFace        141        TA        Gd
## 270      Wd Sdng     Wd Shng       None          0        TA        TA
## 271      HdBoard     Plywood       None          0        TA        TA
## 272      MetalSd     MetalSd       None          0        TA        TA
## 273      Wd Sdng     Plywood       None          0        TA        TA
## 274      HdBoard     Plywood       None          0        TA        TA
## 275      Plywood     Plywood       None          0        Gd        Gd
## 276      VinylSd     VinylSd    BrkFace         60        TA        TA
## 277      VinylSd     VinylSd    BrkFace        115        Gd        Gd
## 278      VinylSd     VinylSd    BrkFace        196        Gd        Gd
## 279      MetalSd     MetalSd       None          0        Gd        TA
## 280      VinylSd     VinylSd      Stone        280        Gd        TA
## 281      VinylSd     VinylSd      Stone        252        Gd        TA
## 282      MetalSd     MetalSd    BrkFace        513        Gd        TA
## 283      MetalSd     MetalSd    BrkFace        218        Gd        TA
## 284      MetalSd     MetalSd    BrkFace        450        Ex        Ex
## 285      BrkFace     BrkFace       None          0        Gd        TA
## 286      Plywood     Plywood    BrkFace        200        Gd        Gd
## 287      VinylSd     VinylSd       None          0        TA        TA
## 288      MetalSd     MetalSd    BrkFace        256        TA        TA
## 289      HdBoard     HdBoard    BrkFace        128        TA        TA
## 290      HdBoard     HdBoard    BrkFace        200        TA        TA
## 291      HdBoard     HdBoard    BrkFace        283        TA        Gd
## 292      HdBoard     HdBoard       None          0        TA        TA
## 293      HdBoard     HdBoard       None          0        TA        TA
## 294      Plywood     Plywood    BrkFace        252        TA        TA
## 295      HdBoard     HdBoard    BrkFace        509        TA        TA
## 296      VinylSd     VinylSd       None          0        TA        TA
## 297      MetalSd     MetalSd       None          0        TA        TA
## 298      Wd Sdng     Wd Sdng    BrkFace        160        TA        TA
## 299      Wd Sdng     Wd Sdng    BrkFace         70        TA        Gd
## 300      Wd Sdng     Wd Sdng    BrkFace        217        TA        TA
## 301      HdBoard     HdBoard      Stone        144        TA        Gd
## 302      MetalSd     MetalSd       None          0        TA        Gd
## 303      HdBoard     HdBoard    BrkFace         90        TA        TA
## 304      Wd Sdng     Wd Sdng       None          0        TA        TA
## 305      BrkComm     Brk Cmn       None          0        Gd        TA
## 306      MetalSd     MetalSd    BrkFace          3        TA        TA
## 307      MetalSd     MetalSd    BrkFace        210        TA        Gd
## 308      Wd Sdng     Wd Sdng    BrkFace        164        Gd        TA
## 309      Plywood     Plywood    BrkFace        128        TA        TA
## 310      MetalSd     MetalSd       None          0        Gd        TA
## 311      BrkFace     BrkFace       None          0        TA        TA
## 312      AsbShng     AsbShng       None          0        TA        TA
## 313      Plywood     Plywood       None          0        TA        TA
## 314      Wd Sdng     Wd Sdng    BrkFace        657        TA        TA
## 315      MetalSd     MetalSd    BrkFace         80        TA        TA
## 316      MetalSd     MetalSd       None          0        TA        TA
## 317      MetalSd     MetalSd       None          0        TA        Gd
## 318      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 319      Wd Sdng     Wd Sdng    BrkFace        140        TA        TA
## 320      WdShing     Wd Shng       None          0        TA        TA
## 321      Wd Sdng     Wd Sdng       None          0        TA        TA
## 322      MetalSd     MetalSd       None          0        TA        TA
## 323      VinylSd     VinylSd       None          0        TA        Gd
## 324      MetalSd     MetalSd       None          0        Gd        Gd
## 325      MetalSd     MetalSd       None          0        TA        TA
## 326      MetalSd     MetalSd       None          0        TA        TA
## 327      VinylSd     VinylSd       None          0        Gd        Gd
## 328       Stucco      Stucco       None          0        Fa        TA
## 329      Wd Sdng     Wd Sdng       None          0        TA        TA
## 330      VinylSd     VinylSd       None          0        TA        TA
## 331      MetalSd     MetalSd      Stone        480        TA        TA
## 332      HdBoard     HdBoard    BrkFace        295        TA        TA
## 333      HdBoard     HdBoard       None          0        Fa        TA
## 334      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 335      Plywood     Plywood      Stone        143        TA        TA
## 336      Wd Sdng     Wd Sdng    BrkFace         82        TA        TA
## 337      Wd Sdng     Wd Sdng       None          0        TA        TA
## 338      BrkFace     BrkFace       None          0        TA        TA
## 339      MetalSd     MetalSd       None          0        TA        Gd
## 340      BrkFace     Plywood       None          0        TA        TA
## 341      MetalSd     MetalSd       None          0        TA        TA
## 342      MetalSd     MetalSd       None          0        TA        TA
## 343      HdBoard     HdBoard    BrkFace        420        TA        TA
## 344      Plywood     Plywood    BrkFace        124        TA        Gd
## 345      HdBoard     HdBoard       None          0        TA        TA
## 346      Wd Sdng     Wd Sdng       None          0        TA        TA
## 347      Wd Sdng     Wd Sdng       None          0        TA        TA
## 348      VinylSd     VinylSd       None          0        TA        Gd
## 349      VinylSd     VinylSd       None          0        Gd        TA
## 350      Wd Sdng     Wd Sdng       None          0        TA        TA
## 351      AsbShng     AsbShng       None          0        Fa        TA
## 352      MetalSd     MetalSd       None          0        TA        TA
## 353      Wd Sdng     Wd Sdng       None          0        TA        Ex
## 354      MetalSd     MetalSd       None          0        TA        TA
## 355      MetalSd     MetalSd       None          0        TA        Gd
## 356       Stucco      Stucco       None          0        Gd        TA
## 357      VinylSd     VinylSd       None          0        Gd        Gd
## 358       Stucco     BrkFace       None          0        TA        TA
## 359       Stucco      Stucco       None          0        TA        TA
## 360       Stucco      Stucco       None          0        TA        TA
## 361      MetalSd     MetalSd       None          0        Fa        TA
## 362      MetalSd     MetalSd       None          0        TA        TA
## 363      AsbShng     AsbShng       None          0        TA        Fa
## 364      MetalSd     MetalSd       None          0        TA        TA
## 365      WdShing     Wd Shng       None          0        TA        TA
## 366       Stucco      Stucco    BrkFace        444        TA        TA
## 367      MetalSd     MetalSd       None          0        TA        TA
## 368      Wd Sdng     Wd Sdng       None          0        TA        TA
## 369      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 370      MetalSd     MetalSd       None          0        TA        TA
## 371      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 372      MetalSd     MetalSd       None          0        TA        TA
## 373      Plywood     Plywood       None          0        TA        TA
## 374      Wd Sdng     Wd Sdng       None          0        TA        TA
## 375      MetalSd     MetalSd      Stone        188        TA        Fa
## 376      MetalSd     MetalSd       None          0        TA        Fa
## 377      MetalSd     MetalSd       None          0        TA        Gd
## 378      MetalSd     MetalSd       None          0        TA        Gd
## 379      MetalSd     MetalSd       None          0        TA        Gd
## 380      Plywood     Plywood       None          0        TA        Gd
## 381      Plywood     Plywood       None          0        TA        TA
## 382      MetalSd     MetalSd       None          0        TA        TA
## 383      HdBoard     HdBoard    BrkFace        172        TA        TA
## 384      Plywood     HdBoard    BrkFace         23        TA        TA
## 385      HdBoard     HdBoard       None          0        TA        TA
## 386      Wd Sdng     Wd Sdng    BrkFace         54        TA        TA
## 387      Wd Sdng     Wd Sdng    BrkFace        366        TA        TA
## 388      Wd Sdng     Wd Sdng       None          0        TA        TA
## 389      VinylSd     VinylSd       None          0        TA        TA
## 390      MetalSd     MetalSd       None          0        TA        TA
## 391      MetalSd     MetalSd       None          0        TA        TA
## 392      Wd Sdng     Wd Sdng       None          0        TA        TA
## 393      HdBoard     HdBoard    BrkFace        149        Gd        TA
## 394      HdBoard     HdBoard       None          0        Gd        TA
## 395      Wd Sdng     Wd Sdng    BrkFace        100        Gd        TA
## 396      VinylSd     VinylSd       None          0        Gd        Gd
## 397      HdBoard     HdBoard       None          0        Gd        TA
## 398      HdBoard     HdBoard       None          0        TA        TA
## 399      HdBoard     HdBoard       None          0        TA        TA
## 400      Plywood     Plywood    BrkFace        216        TA        TA
## 401      HdBoard     HdBoard       None          0        TA        TA
## 402      VinylSd     VinylSd    BrkFace         23        TA        TA
## 403      VinylSd     VinylSd    BrkFace         23        TA        TA
## 404      VinylSd     VinylSd    BrkFace         23        TA        TA
## 405      VinylSd     VinylSd      Stone        242        Ex        TA
## 406      VinylSd     VinylSd      Stone        364        Ex        TA
## 407      VinylSd     VinylSd       None          0        Gd        TA
## 408      VinylSd     VinylSd      Stone        352        Gd        TA
## 409      VinylSd     VinylSd       None          0        Gd        TA
## 410      VinylSd     VinylSd    BrkFace        140        Gd        TA
## 411      VinylSd     VinylSd      Stone         76        Gd        TA
## 412      VinylSd     VinylSd       None          0        Gd        TA
## 413      VinylSd     VinylSd       None          0        Gd        TA
## 414      VinylSd     VinylSd       None          0        TA        Gd
## 415      VinylSd     VinylSd       None          0        TA        TA
## 416      VinylSd     VinylSd    BrkFace        120        TA        TA
## 417      VinylSd     VinylSd    BrkFace         68        Gd        TA
## 418      VinylSd     VinylSd    BrkFace        180        Gd        TA
## 419      MetalSd     MetalSd    BrkFace         76        TA        TA
## 420      HdBoard     HdBoard    BrkFace         40        TA        TA
## 421      VinylSd     VinylSd       None          0        Gd        TA
## 422      VinylSd     VinylSd    BrkFace        198        Gd        TA
## 423      VinylSd     VinylSd       None          0        Gd        TA
## 424      VinylSd     VinylSd       None          0        Gd        TA
## 425      VinylSd     VinylSd    BrkFace        260        Gd        TA
## 426      HdBoard     HdBoard    BrkFace        164        Gd        TA
## 427      VinylSd     VinylSd    BrkFace        209        Gd        TA
## 428      VinylSd     VinylSd    BrkFace        180        Gd        TA
## 429      VinylSd     VinylSd       None          0        Gd        TA
## 430      HdBoard     HdBoard       None          0        TA        TA
## 431      VinylSd     VinylSd    BrkFace         80        TA        TA
## 432      AsbShng     AsbShng       None          0        TA        TA
## 433      MetalSd     MetalSd       None          0        TA        TA
## 434      VinylSd     VinylSd    BrkFace         74        TA        TA
## 435      HdBoard     HdBoard    BrkFace        259        TA        TA
## 436      Wd Sdng     Wd Sdng       None          0        TA        TA
## 437      MetalSd     MetalSd    BrkFace         88        TA        TA
## 438      Wd Sdng     Wd Sdng       None          0        TA        TA
## 439       Stucco      Stucco       None          0        Gd        TA
## 440      Wd Sdng     Wd Sdng       None          0        TA        TA
## 441      Wd Sdng     Wd Sdng       None          0        TA        TA
## 442      MetalSd     MetalSd       None          0        TA        TA
## 443      Wd Sdng     Wd Sdng       None          0        TA        TA
## 444      BrkFace     BrkFace       None          0        TA        Gd
## 445      HdBoard     Plywood      Stone        132        TA        TA
## 446      BrkComm     Brk Cmn       None          0        TA        TA
## 447      HdBoard     HdBoard      Stone        420        TA        TA
## 448      MetalSd     MetalSd       None          0        TA        TA
## 449      MetalSd     MetalSd       None          0        TA        Gd
## 450      MetalSd     MetalSd       None          0        TA        TA
## 451      VinylSd     VinylSd    BrkFace        242        TA        Gd
## 452      BrkFace     BrkFace       None          0        Gd        Gd
## 453      AsbShng     AsbShng       None          0        TA        TA
## 454      MetalSd     MetalSd       None          0        TA        TA
## 455      CemntBd     CmentBd      Stone        174        Ex        TA
## 456      Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 457      CemntBd     CmentBd       None          0        Gd        TA
## 458      Plywood     Plywood       None          0        TA        TA
## 459      Plywood     Plywood       None          0        TA        TA
## 460      HdBoard     HdBoard       None          0        TA        TA
## 461      CemntBd     CmentBd      Stone        246        Ex        TA
## 462      CemntBd     CmentBd    BrkFace        406        Ex        TA
## 463      MetalSd     MetalSd       None          0        TA        Gd
## 464      Plywood     Plywood    BrkFace        310        TA        TA
## 465      VinylSd     VinylSd       None          0        Gd        TA
## 466      CemntBd     CmentBd      Stone        290        Ex        TA
## 467      HdBoard     HdBoard    BrkFace        182        TA        TA
## 468      HdBoard     HdBoard    BrkFace        176        TA        TA
## 469      MetalSd     MetalSd       None          0        TA        TA
## 470      HdBoard     HdBoard       None          0        TA        Gd
## 471      HdBoard     Wd Shng       None          0        TA        TA
## 472      HdBoard     Wd Shng       None          0        TA        TA
## 473      VinylSd     VinylSd    BrkFace        178        Gd        Ex
## 474      VinylSd     VinylSd       None          0        TA        TA
## 475      VinylSd     VinylSd    BrkFace        119        TA        TA
## 476      VinylSd     VinylSd       None          0        TA        TA
## 477      HdBoard     HdBoard       None          0        TA        TA
## 478      HdBoard     HdBoard       None          0        Gd        TA
## 479      CemntBd     CmentBd       None          0        Gd        TA
## 480      HdBoard     HdBoard       None          0        Gd        TA
## 481      VinylSd     VinylSd       None          0        TA        TA
## 482      HdBoard     HdBoard    BrkFace        194        TA        TA
## 483      HdBoard     HdBoard       None          0        Gd        TA
## 484      VinylSd     VinylSd      Stone        130        Gd        TA
## 485      VinylSd     VinylSd    BrkFace        296        Ex        TA
## 486      BrkFace     BrkFace       None          0        TA        TA
## 487      MetalSd     MetalSd    BrkFace        178        Ex        TA
## 488      AsbShng     AsbShng    BrkFace         44        TA        TA
## 489      Plywood     Wd Sdng    BrkFace        102        Gd        TA
## 490      WdShing     Plywood    BrkFace        174        Gd        TA
## 491      Plywood     Plywood    BrkFace        383        Gd        Gd
## 492      Plywood     Plywood    BrkFace        194        Gd        TA
## 493      HdBoard     HdBoard    BrkFace        621        TA        TA
## 494      HdBoard     HdBoard    BrkFace        280        TA        TA
## 495      VinylSd     VinylSd       None          0        TA        TA
## 496      Plywood     Plywood    BrkFace        168        Gd        TA
## 497      HdBoard     HdBoard    BrkFace        120        TA        TA
## 498      VinylSd     VinylSd    BrkFace        402        Gd        TA
## 499      VinylSd     VinylSd       None          0        TA        TA
## 500      HdBoard     HdBoard    BrkFace         72        TA        TA
## 501      MetalSd     MetalSd       None          0        TA        TA
## 502      HdBoard     HdBoard    BrkFace        359        TA        TA
## 503      HdBoard     HdBoard    BrkFace        422        TA        TA
## 504      HdBoard     HdBoard    BrkFace        356        TA        TA
## 505      Plywood     Brk Cmn       None          0        TA        TA
## 506      Plywood     Brk Cmn       None          0        TA        TA
## 507      VinylSd     VinylSd      Stone        302        Gd        TA
## 508      VinylSd     VinylSd      Stone        554        Gd        TA
## 509      VinylSd     VinylSd    BrkFace        480        Ex        TA
## 510      VinylSd     VinylSd    BrkFace        270        Gd        TA
## 511      CemntBd     CmentBd    BrkFace        468        Ex        TA
## 512      CemntBd     CmentBd    BrkFace        368        Gd        TA
## 513      VinylSd     VinylSd      Stone        108        Ex        TA
## 514      VinylSd     VinylSd      Stone        126        Gd        TA
## 515      MetalSd     MetalSd      Stone        680        Ex        TA
## 516      VinylSd     VinylSd    BrkFace        504        Gd        TA
## 517      VinylSd     VinylSd    BrkFace       1110        Gd        TA
## 518      VinylSd     VinylSd    BrkFace        221        Gd        TA
## 519      MetalSd     MetalSd    BrkFace        492        Ex        TA
## 520      VinylSd     VinylSd      Stone        144        Gd        TA
## 521      MetalSd     MetalSd    BrkFace        714        Ex        TA
## 522      MetalSd     MetalSd    BrkFace        176        Gd        TA
## 523      MetalSd     MetalSd    BrkFace        196        Gd        TA
## 524      VinylSd     Wd Shng      Stone        106        Gd        TA
## 525      VinylSd     VinylSd    BrkFace        143        Gd        TA
## 526      VinylSd     VinylSd    BrkFace         24        Gd        TA
## 527      WdShing     Wd Shng    BrkFace         20        Gd        TA
## 528      VinylSd     VinylSd       None          0        Gd        TA
## 529      VinylSd     VinylSd       None          0        Gd        TA
## 530      VinylSd     VinylSd    BrkFace        196        Gd        TA
## 531      VinylSd     VinylSd      Stone        176        Gd        TA
## 532      VinylSd     VinylSd    BrkFace        647        Gd        TA
## 533      VinylSd     VinylSd       None          0        Gd        TA
## 534      VinylSd     VinylSd       None          0        Gd        TA
## 535      VinylSd     VinylSd       None          0        TA        TA
## 536      HdBoard     HdBoard    BrkFace       1290        Gd        TA
## 537      VinylSd     VinylSd    BrkFace        295        Gd        TA
## 538      VinylSd     VinylSd    BrkFace        495        Gd        TA
## 539      VinylSd     VinylSd       None          0        Gd        TA
## 540      VinylSd     VinylSd    BrkFace        466        Gd        TA
## 541      VinylSd     VinylSd    BrkFace        320        Gd        TA
## 542      VinylSd     VinylSd    BrkFace        128        Gd        TA
## 543      VinylSd     VinylSd      Stone        156        Gd        TA
## 544      VinylSd     VinylSd      Stone        310        Gd        TA
## 545      VinylSd     VinylSd       None          0        Gd        TA
## 546      VinylSd     VinylSd       None          0        Gd        TA
## 547      VinylSd     VinylSd    BrkFace        292        Gd        TA
## 548      CemntBd     CmentBd      Stone        210        Gd        TA
## 549      VinylSd     VinylSd       None          0        Gd        TA
## 550      VinylSd     VinylSd    BrkFace         95        Gd        TA
## 551      VinylSd     VinylSd    BrkFace        126        TA        TA
## 552      VinylSd     VinylSd       None          0        Gd        TA
## 553      VinylSd     VinylSd    BrkFace         38        Gd        TA
## 554      HdBoard     HdBoard    BrkFace        120        Gd        TA
## 555      VinylSd     VinylSd    BrkFace        145        Gd        TA
## 556      VinylSd     VinylSd       None          0        Gd        TA
## 557      HdBoard     HdBoard       None          0        Gd        TA
## 558      Wd Sdng     Wd Sdng       None          0        TA        TA
## 559      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 560      HdBoard     HdBoard       None          0        TA        TA
## 561      Wd Sdng     HdBoard       None          0        TA        TA
## 562      HdBoard     ImStucc    BrkFace        144        TA        TA
## 563      HdBoard     HdBoard       None          0        TA        Gd
## 564      HdBoard     HdBoard    BrkFace        304        Gd        TA
## 565      Wd Sdng     Wd Sdng    BrkFace        568        Gd        TA
## 566      MetalSd     MetalSd       None          0        Gd        TA
## 567      MetalSd     MetalSd       None          0        Gd        TA
## 568      VinylSd     VinylSd       None          0        Gd        TA
## 569      MetalSd     MetalSd      Stone        216        TA        TA
## 570      MetalSd     MetalSd    BrkFace        260        Gd        TA
## 571      VinylSd     VinylSd    BrkFace        179        Gd        TA
## 572      VinylSd     VinylSd       None          0        Gd        TA
## 573      VinylSd     VinylSd    BrkFace        260        Gd        TA
## 574      VinylSd     VinylSd    BrkFace        216        Gd        TA
## 575      VinylSd     VinylSd    BrkFace        513        TA        TA
## 576      MetalSd     MetalSd    BrkFace        466        Gd        TA
## 577      MetalSd     MetalSd    BrkFace        456        Gd        TA
## 578      BrkFace     MetalSd       None          0        Ex        TA
## 579      BrkFace     BrkFace       None          0        Gd        TA
## 580      Wd Sdng     Wd Sdng    BrkFace       1050        Gd        Gd
## 581      VinylSd     VinylSd       None          0        Ex        Ex
## 582      VinylSd     VinylSd       None          0        Gd        TA
## 583      MetalSd     MetalSd       None          0        TA        TA
## 584      HdBoard     HdBoard       None          0        TA        TA
## 585      Plywood     Plywood       None          0        TA        TA
## 586      MetalSd     MetalSd       None          0        TA        TA
## 587      MetalSd     MetalSd       None          0        TA        TA
## 588      HdBoard     HdBoard       None          0        Gd        TA
## 589      HdBoard     HdBoard       None          0        TA        TA
## 590      HdBoard     HdBoard       None          0        TA        TA
## 591      HdBoard     HdBoard       None          0        TA        TA
## 592      Plywood     Plywood       None          0        TA        Gd
## 593      Wd Sdng     Wd Sdng       None          0        TA        TA
## 594      MetalSd     MetalSd       None          0        TA        TA
## 595      MetalSd     MetalSd    BrkFace        203        Fa        Fa
## 596      HdBoard     HdBoard       None          0        TA        Gd
## 597      Wd Sdng     Wd Sdng    BrkFace         88        TA        TA
## 598      VinylSd     VinylSd    BrkFace        410        Gd        Gd
## 599      Wd Sdng     Wd Sdng    BrkFace        143        TA        TA
## 600      HdBoard     HdBoard       None          0        TA        TA
## 601      Wd Sdng     Wd Sdng    BrkFace        187        TA        TA
## 602      MetalSd     MetalSd       None          0        TA        TA
## 603      MetalSd     MetalSd      Stone         52        TA        TA
## 604      MetalSd     MetalSd    BrkFace         84        TA        TA
## 605      MetalSd     MetalSd       None          0        TA        TA
## 606      Plywood     Plywood    BrkFace        360        TA        TA
## 607      MetalSd     MetalSd       None          0        TA        TA
## 608      Wd Sdng     Wd Sdng       None          0        TA        TA
## 609      MetalSd     MetalSd       None          0        TA        TA
## 610      VinylSd     VinylSd       None          0        TA        Gd
## 611      VinylSd     VinylSd       None          0        Gd        TA
## 612      Wd Sdng     Wd Sdng       None          0        TA        TA
## 613      HdBoard     Plywood       None          0        TA        TA
## 614      HdBoard     HdBoard    BrkFace        125        TA        TA
## 615      Wd Sdng     Wd Sdng    BrkFace        276        TA        TA
## 616      MetalSd     MetalSd       None          0        TA        TA
## 617      BrkFace     Wd Sdng       None          0        TA        TA
## 618      BrkFace     MetalSd       None          0        TA        TA
## 619      Wd Sdng     Wd Sdng       None          0        TA        TA
## 620      MetalSd     MetalSd       None          0        TA        TA
## 621      MetalSd     MetalSd       None          0        TA        TA
## 622      BrkFace     Wd Sdng       None          0        TA        TA
## 623      MetalSd     MetalSd       None          0        TA        Gd
## 624      MetalSd     MetalSd       None          0        TA        TA
## 625      Wd Sdng     Wd Sdng       None          0        TA        TA
## 626      VinylSd     VinylSd       None          0        TA        TA
## 627      WdShing     Wd Shng       None          0        TA        TA
## 628      AsbShng     AsbShng       None          0        TA        TA
## 629      MetalSd     MetalSd       None          0        TA        TA
## 630      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 631      Wd Sdng     Wd Sdng       None          0        TA        TA
## 632      MetalSd     MetalSd       None          0        TA        Gd
## 633      WdShing     Wd Shng       None          0        Fa        Fa
## 634       Stucco      Stucco       None          0        Gd        TA
## 635      Wd Sdng     Wd Sdng       None          0        TA        TA
## 636      MetalSd     MetalSd       None          0        TA        TA
## 637      Wd Sdng     HdBoard       None          0        TA        TA
## 638      MetalSd     MetalSd       None          0        TA        TA
## 639      VinylSd     VinylSd       None          0        TA        Gd
## 640      MetalSd     MetalSd       None          0        TA        TA
## 641      MetalSd     MetalSd       None          0        TA        Fa
## 642      Wd Sdng     Wd Shng       None          0        TA        TA
## 643      VinylSd     VinylSd       None          0        TA        TA
## 644      AsbShng     AsbShng       None          0        TA        TA
## 645      MetalSd     MetalSd       None          0        Gd        TA
## 646      AsbShng     AsbShng       None          0        Fa        Fa
## 647      Wd Sdng     Wd Shng       None          0        TA        TA
## 648      MetalSd     MetalSd    BrkFace        164        TA        TA
## 649      MetalSd     MetalSd       None          0        TA        TA
## 650      WdShing     Wd Shng       None          0        Gd        Gd
## 651      Wd Sdng     Wd Sdng       None          0        TA        TA
## 652      Wd Sdng     Wd Sdng       None          0        TA        TA
## 653      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 654      HdBoard     HdBoard       None          0        TA        Gd
## 655      Wd Sdng     Wd Sdng       None          0        TA        TA
## 656      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 657      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 658      Wd Sdng     Wd Sdng       None          0        TA        TA
## 659      MetalSd     MetalSd       None          0        TA        TA
## 660      AsbShng     AsbShng       None          0        TA        Gd
## 661      MetalSd      CBlock       None          0        TA        TA
## 662      MetalSd     MetalSd       None          0        TA        TA
## 663      Plywood     Plywood       None          0        TA        Gd
## 664      Wd Sdng     Wd Sdng       None          0        TA        TA
## 665      Wd Sdng     Wd Sdng       None          0        TA        TA
## 666      VinylSd     VinylSd       None          0        TA        Gd
## 667      Wd Sdng     Wd Sdng       None          0        TA        TA
## 668      MetalSd     MetalSd       None          0        Gd        TA
## 669       Stucco     Wd Shng       None          0        Gd        Gd
## 670      MetalSd     MetalSd       None          0        TA        TA
## 671      Wd Sdng     Wd Sdng       None          0        TA        TA
## 672      HdBoard     HdBoard       None          0        TA        Fa
## 673      VinylSd     VinylSd       None          0        TA        TA
## 674       Stucco      Stucco       None          0        TA        TA
## 675      Wd Sdng     Wd Sdng       None          0        TA        TA
## 676      AsphShn     AsphShn       None          0        Fa        Fa
## 677      VinylSd     VinylSd       None          0        Gd        TA
## 678      HdBoard     Wd Sdng       None          0        TA        TA
## 679      HdBoard     Plywood    BrkFace         39        TA        TA
## 680      HdBoard     HdBoard       None          0        TA        Fa
## 681      HdBoard     HdBoard     BrkCmn         40        TA        TA
## 682      MetalSd     MetalSd    BrkFace        340        TA        TA
## 683      VinylSd     VinylSd       None          0        TA        TA
## 684      BrkFace      Stucco       None          0        TA        TA
## 685      VinylSd     VinylSd       None          0        TA        Gd
## 686      HdBoard     HdBoard       None          0        TA        TA
## 687      Plywood     Plywood      Stone        275        TA        TA
## 688      Wd Sdng     Wd Sdng       None          0        TA        TA
## 689      HdBoard     HdBoard       None          0        TA        Gd
## 690      Plywood     Plywood       None          0        TA        TA
## 691      BrkFace     Plywood       None          0        TA        TA
## 692      VinylSd     VinylSd       None          0        TA        TA
## 693      Wd Sdng     Wd Sdng       None          0        TA        TA
## 694      HdBoard     HdBoard       None          0        TA        TA
## 695      VinylSd     VinylSd     BrkCmn        216        Gd        TA
## 696      HdBoard     HdBoard    BrkFace        190        Gd        TA
## 697      HdBoard     HdBoard    BrkFace        251        Gd        TA
## 698      VinylSd     VinylSd       None          0        Gd        TA
## 699      VinylSd     VinylSd       None          0        Gd        TA
## 700      VinylSd     VinylSd       None          0        Gd        TA
## 701      VinylSd     VinylSd      Stone        156        Gd        TA
## 702      VinylSd     VinylSd      Stone        554        Gd        TA
## 703      VinylSd     VinylSd      Stone        402        Ex        TA
## 704      VinylSd     VinylSd    BrkFace        302        Gd        TA
## 705      Plywood     Plywood       None          0        TA        TA
## 706      VinylSd     VinylSd       None          0        TA        TA
## 707      VinylSd     VinylSd    BrkFace        150        TA        TA
## 708      VinylSd     VinylSd    BrkFace        128        TA        TA
## 709      VinylSd     VinylSd    BrkFace        120        Gd        TA
## 710      VinylSd     VinylSd       None          0        Gd        TA
## 711      HdBoard     HdBoard    BrkFace        180        TA        TA
## 712      HdBoard     HdBoard    BrkFace        176        TA        TA
## 713      Plywood     Wd Sdng       None          0        TA        TA
## 714      VinylSd     VinylSd    BrkFace        227        Gd        TA
## 715      VinylSd     VinylSd    BrkFace        134        Gd        TA
## 716      VinylSd     VinylSd    BrkFace        240        Gd        TA
## 717      VinylSd     VinylSd       None          0        Gd        TA
## 718      VinylSd     VinylSd    BrkFace        192        Gd        TA
## 719      VinylSd     VinylSd    BrkFace        205        Gd        TA
## 720      VinylSd     VinylSd       None          0        TA        Gd
## 721      VinylSd     VinylSd      Stone         50        Gd        TA
## 722      VinylSd     VinylSd      Stone        212        Gd        TA
## 723      VinylSd     VinylSd       None          0        Gd        TA
## 724      HdBoard     HdBoard       None          0        TA        TA
## 725      HdBoard     Plywood    BrkFace        222        TA        TA
## 726      HdBoard     Plywood    BrkFace         84        TA        TA
## 727      Plywood     Plywood       None          0        TA        TA
## 728      Plywood     Plywood       None          0        TA        TA
## 729      Plywood     Plywood       None          0        TA        TA
## 730      AsbShng     Plywood       None          0        TA        Fa
## 731      WdShing     Wd Shng     BrkCmn         58        TA        TA
## 732      Wd Sdng     Wd Sdng       None          0        TA        TA
## 733      Wd Sdng     Wd Sdng       None          0        TA        TA
## 734      MetalSd     MetalSd       None          0        TA        Gd
## 735      MetalSd     MetalSd      Stone        115        TA        TA
## 736      Wd Sdng     Wd Sdng       None          0        TA        TA
## 737      Wd Sdng     Wd Sdng       None          0        TA        TA
## 738      WdShing     Wd Shng    BrkFace        174        TA        TA
## 739       Stucco      Stucco       None          0        TA        TA
## 740      Wd Sdng     Wd Sdng       None          0        TA        TA
## 741      Wd Sdng     Wd Shng       None          0        TA        TA
## 742       Stucco      Stucco       None          0        Gd        Gd
## 743      Wd Sdng     Plywood       None          0        TA        TA
## 744      WdShing     Wd Shng       None          0        TA        TA
## 745      Wd Sdng     Wd Sdng       None          0        TA        TA
## 746      WdShing     Plywood    BrkFace         88        TA        Fa
## 747      BrkFace      Stucco      Stone         40        TA        TA
## 748      VinylSd     VinylSd       None          0        TA        Gd
## 749      BrkFace     MetalSd       None          0        TA        TA
## 750      MetalSd     MetalSd       None          0        TA        TA
## 751      VinylSd     VinylSd       None          0        TA        Gd
## 752      VinylSd     VinylSd       None          0        TA        TA
## 753      Wd Sdng     Wd Sdng       None          0        TA        TA
## 754      HdBoard     Plywood       None          0        Fa        TA
## 755      Wd Sdng     Wd Sdng       None          0        TA        TA
## 756      WdShing     Wd Shng    BrkFace        162        TA        TA
## 757      AsbShng     VinylSd       None          0        Fa        Po
## 758      Wd Sdng     Wd Sdng       None          0        TA        TA
## 759      Plywood     Plywood       None          0        TA        TA
## 760      MetalSd     MetalSd       None          0        TA        TA
## 761      CemntBd     CmentBd      Stone        186        Ex        TA
## 762      CemntBd     CmentBd      Stone        174        Gd        TA
## 763      MetalSd     MetalSd    BrkFace        668        Gd        TA
## 764      VinylSd     VinylSd       None          0        TA        TA
## 765      Plywood     Plywood       None          0        TA        TA
## 766      HdBoard     HdBoard       None          0        TA        TA
## 767      VinylSd     VinylSd    BrkFace        340        Gd        TA
## 768      VinylSd     VinylSd      Stone        258        Gd        TA
## 769      VinylSd     VinylSd       None          0        Gd        TA
## 770      VinylSd     VinylSd       None          0        TA        TA
## 771      VinylSd     VinylSd      Stone         60        Gd        TA
## 772      Wd Sdng     Wd Sdng    BrkFace        128        TA        TA
## 773      Plywood     HdBoard    BrkFace        228        Gd        Gd
## 774      VinylSd     VinylSd    BrkFace        206        Gd        TA
## 775      VinylSd     VinylSd       None          0        Gd        TA
## 776      VinylSd     VinylSd       None          0        Gd        TA
## 777      VinylSd     VinylSd    BrkFace        674        Gd        TA
## 778      VinylSd     VinylSd    BrkFace        200        TA        Gd
## 779      VinylSd     VinylSd       None          0        TA        TA
## 780      VinylSd     VinylSd    BrkFace        197        TA        TA
## 781      HdBoard     HdBoard    BrkFace         98        TA        TA
## 782      CemntBd     CmentBd       None          0        TA        TA
## 783      CemntBd     CmentBd       None          0        TA        TA
## 784      CemntBd     CmentBd       None          0        TA        Gd
## 785      CemntBd     CmentBd       None          0        TA        TA
## 786      Plywood     Plywood       None          0        TA        Gd
## 787      CemntBd     CmentBd       None          0        TA        Gd
## 788      VinylSd     VinylSd       None          0        TA        Gd
## 789      HdBoard     Plywood       None          0        TA        TA
## 790      HdBoard     Plywood       None          0        TA        TA
## 791      Wd Sdng     Wd Sdng       None          0        TA        TA
## 792      MetalSd     MetalSd    BrkFace        302        TA        TA
## 793      VinylSd     VinylSd       None          0        TA        TA
## 794      HdBoard     HdBoard    BrkFace         32        TA        TA
## 795      VinylSd     VinylSd       None          0        TA        TA
## 796      HdBoard     HdBoard       None          0        Gd        TA
## 797      VinylSd     VinylSd       None          0        TA        TA
## 798      HdBoard     HdBoard    BrkFace         52        TA        TA
## 799      HdBoard     HdBoard       None          0        TA        TA
## 800      HdBoard     HdBoard     BrkCmn        138        TA        TA
## 801      CemntBd     CmentBd       None          0        Gd        TA
## 802      CemntBd     CmentBd       None          0        Gd        TA
## 803      VinylSd     VinylSd      Stone        146        Gd        TA
## 804      VinylSd     VinylSd    BrkFace        710        Ex        TA
## 805      HdBoard     HdBoard       None          0        TA        TA
## 806      MetalSd     MetalSd    BrkFace        165        Gd        TA
## 807      VinylSd     VinylSd    BrkFace        945        Gd        TA
## 808      CemntBd     CmentBd    BrkFace        250        Ex        TA
## 809      HdBoard     HdBoard       None          0        TA        TA
## 810      MetalSd     MetalSd    BrkFace        306        Gd        TA
## 811      Plywood     Plywood      Stone         67        TA        TA
## 812      HdBoard     Plywood    BrkFace        549        TA        TA
## 813      Plywood     Plywood    BrkFace         98        TA        TA
## 814      MetalSd     MetalSd    BrkFace        253        TA        TA
## 815      HdBoard     HdBoard    BrkFace        176        TA        TA
## 816      Plywood     Plywood      Stone        130        TA        TA
## 817      HdBoard     HdBoard       None          0        TA        TA
## 818      MetalSd     MetalSd       None          0        TA        TA
## 819      HdBoard     HdBoard    BrkFace         32        TA        TA
## 820      MetalSd     MetalSd       None          0        TA        Gd
## 821      MetalSd     MetalSd       None          0        Gd        TA
## 822      MetalSd     MetalSd       None          0        Gd        TA
## 823      HdBoard     HdBoard    BrkFace        567        TA        TA
## 824      HdBoard     HdBoard    BrkFace        265        TA        TA
## 825      Plywood     Brk Cmn       None          0        TA        TA
## 826      HdBoard     HdBoard    BrkFace         52        TA        TA
## 827      VinylSd     VinylSd      Stone        378        Ex        TA
## 828      CemntBd     CmentBd      Stone        302        Gd        TA
## 829      VinylSd     VinylSd       None          0        Gd        TA
## 830      CemntBd     CmentBd    BrkFace        456        Ex        TA
## 831      VinylSd     VinylSd    BrkFace        190        Gd        TA
## 832      VinylSd     VinylSd    BrkFace        400        Ex        TA
## 833      VinylSd     VinylSd      Stone        456        Ex        TA
## 834      MetalSd     MetalSd    BrkFace        365        Gd        TA
## 835      CemntBd     CmentBd    BrkFace        970        Ex        TA
## 836      VinylSd     VinylSd       None          0        Gd        TA
## 837      VinylSd     VinylSd      Stone        120        Ex        TA
## 838      MetalSd     MetalSd      Stone        510        Ex        TA
## 839      VinylSd     VinylSd    BrkFace        502        Gd        TA
## 840      VinylSd     VinylSd    BrkFace        280        Gd        TA
## 841      VinylSd     VinylSd      Stone        246        Gd        TA
## 842      VinylSd     VinylSd    BrkFace        210        Gd        TA
## 843      VinylSd     VinylSd    BrkFace        210        Gd        TA
## 844      VinylSd     VinylSd       None          0        Gd        TA
## 845      VinylSd     VinylSd      Stone        182        Gd        TA
## 846      VinylSd     VinylSd      Stone        182        Gd        TA
## 847      VinylSd     VinylSd      Stone        256        Gd        TA
## 848      VinylSd     VinylSd      Stone        108        Gd        TA
## 849      MetalSd     MetalSd    BrkFace        394        Ex        TA
## 850      MetalSd     MetalSd    BrkFace        176        Gd        TA
## 851      VinylSd     Wd Shng      Stone        235        Gd        TA
## 852      VinylSd     VinylSd       None          0        Gd        TA
## 853      VinylSd     VinylSd       None          0        Gd        TA
## 854      VinylSd     VinylSd      Stone         44        TA        TA
## 855      VinylSd     VinylSd       None          0        Gd        TA
## 856      VinylSd     VinylSd       None          0        Gd        TA
## 857      VinylSd     VinylSd       None          0        TA        TA
## 858      VinylSd     VinylSd      Stone         22        Gd        TA
## 859      VinylSd     VinylSd      Stone         16        Gd        TA
## 860      VinylSd     VinylSd    BrkFace          0        Gd        TA
## 861      VinylSd     VinylSd    BrkFace         72        Gd        TA
## 862      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 863      VinylSd     VinylSd       None          0        Gd        TA
## 864      VinylSd     VinylSd       None          0        Gd        TA
## 865      VinylSd     VinylSd       None          0        Gd        TA
## 866      VinylSd     VinylSd       None          0        Gd        TA
## 867      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 868      VinylSd     VinylSd       None          0        Gd        TA
## 869      VinylSd     VinylSd       None          0        TA        TA
## 870      VinylSd     VinylSd       None          0        TA        TA
## 871      VinylSd     VinylSd    BrkFace        515        Gd        TA
## 872      MetalSd     MetalSd    BrkFace        422        Gd        TA
## 873      VinylSd     VinylSd       None          0        Gd        TA
## 874      VinylSd     VinylSd    BrkFace        275        Gd        TA
## 875      VinylSd     VinylSd    BrkFace        309        Gd        TA
## 876      VinylSd     VinylSd    BrkFace        526        Gd        Gd
## 877      VinylSd     VinylSd       None          0        Gd        TA
## 878      VinylSd     VinylSd    BrkFace        164        Gd        TA
## 879      VinylSd     VinylSd    BrkFace        248        Gd        TA
## 880      CemntBd     CmentBd    BrkFace        754        Ex        TA
## 881      VinylSd     VinylSd       None          0        Gd        TA
## 882      VinylSd     VinylSd    BrkFace        148        Gd        TA
## 883      VinylSd     VinylSd    BrkFace        143        Gd        TA
## 884      VinylSd     VinylSd       None          0        Gd        TA
## 885      VinylSd     VinylSd       None          0        Gd        TA
## 886      VinylSd     VinylSd       None          0        Gd        TA
## 887      VinylSd     VinylSd       None          0        Gd        TA
## 888      VinylSd     VinylSd       None          0        Gd        TA
## 889      VinylSd     VinylSd       None          0        Gd        TA
## 890      WdShing     Wd Shng       None          0        Gd        TA
## 891      CemntBd     CmentBd       None          0        Ex        TA
## 892      VinylSd     VinylSd    BrkFace        298        Gd        TA
## 893      VinylSd     VinylSd    BrkFace        353        Gd        TA
## 894      VinylSd     VinylSd       None          0        TA        TA
## 895      VinylSd     VinylSd       None          0        Gd        TA
## 896      VinylSd     VinylSd    BrkFace        126        Gd        TA
## 897      VinylSd     VinylSd    BrkFace        170        Gd        TA
## 898      VinylSd     VinylSd       None          0        Gd        TA
## 899      Plywood     Plywood       None          0        TA        TA
## 900      Plywood     Plywood       None          0        TA        TA
## 901      HdBoard     HdBoard       None          0        TA        TA
## 902      HdBoard     HdBoard    BrkFace        272        Gd        TA
## 903      Plywood     Plywood    BrkFace         44        TA        TA
## 904      CemntBd     CmentBd       None          0        TA        TA
## 905      MetalSd     MetalSd       None          0        Gd        TA
## 906      VinylSd     VinylSd      Stone         30        Gd        TA
## 907      VinylSd     VinylSd      Stone         36        Gd        TA
## 908      VinylSd     VinylSd       None          0        Gd        TA
## 909      VinylSd     VinylSd       None          0        Gd        TA
## 910      MetalSd     MetalSd    BrkFace        342        TA        TA
## 911      MetalSd     MetalSd    BrkFace        216        Gd        TA
## 912      CemntBd     CmentBd       None          0        Gd        TA
## 913      CemntBd     CmentBd       None          0        Gd        TA
## 914      VinylSd     VinylSd       None          0        Gd        Gd
## 915      BrkFace     BrkFace       None          0        Gd        TA
## 916      VinylSd     MetalSd    BrkFace        600        Gd        TA
## 917      BrkFace     BrkFace       None          0        Gd        TA
## 918      MetalSd     MetalSd    BrkFace         41        TA        TA
## 919      VinylSd     VinylSd    BrkFace        525        TA        TA
## 920      HdBoard     HdBoard       None          0        TA        TA
## 921      HdBoard     HdBoard    BrkFace        196        TA        TA
## 922      Wd Sdng     Wd Sdng       None          0        TA        TA
## 923      VinylSd     VinylSd    BrkFace        112        TA        TA
## 924      MetalSd     MetalSd    BrkFace        194        Gd        TA
## 925      HdBoard     HdBoard       None          0        TA        TA
## 926      HdBoard     HdBoard    BrkFace        203        TA        TA
## 927      MetalSd     MetalSd       None          0        TA        TA
## 928      HdBoard     HdBoard       None          0        TA        TA
## 929      Wd Sdng     Wd Sdng       None          0        TA        TA
## 930      Wd Sdng     Wd Sdng       None          0        TA        TA
## 931      VinylSd     VinylSd    BrkFace         56        TA        Gd
## 932      CemntBd     CmentBd       None          0        TA        TA
## 933      HdBoard     Plywood    BrkFace        202        TA        TA
## 934      HdBoard     HdBoard    BrkFace         98        TA        TA
## 935      MetalSd     MetalSd    BrkFace        306        TA        Gd
## 936      Wd Sdng     Plywood    BrkFace        212        TA        TA
## 937      MetalSd     MetalSd    BrkFace        136        TA        Gd
## 938      Wd Sdng     HdBoard       None          0        TA        TA
## 939      WdShing     Wd Shng       None          0        Fa        Fa
## 940      MetalSd     MetalSd       None          0        TA        TA
## 941      VinylSd     VinylSd       None          0        TA        TA
## 942      HdBoard     HdBoard    BrkFace        176        TA        Gd
## 943      MetalSd     MetalSd       None          0        TA        TA
## 944      HdBoard     HdBoard    BrkFace         87        TA        TA
## 945      WdShing     Wd Shng    BrkFace        291        TA        TA
## 946      VinylSd     VinylSd       None          0        TA        TA
## 947      Wd Sdng     Wd Sdng     BrkCmn         54        TA        TA
## 948      MetalSd     MetalSd       None          0        TA        TA
## 949      HdBoard     HdBoard     BrkCmn         69        TA        TA
## 950      Wd Sdng     Wd Sdng    BrkFace        289        TA        TA
## 951      Wd Sdng     Wd Sdng       None          0        TA        TA
## 952      VinylSd     VinylSd       None          0        TA        TA
## 953      MetalSd     MetalSd       None          0        TA        TA
## 954      VinylSd     MetalSd       None          0        TA        Ex
## 955      Wd Sdng     Wd Sdng      Stone        260        TA        TA
## 956      Wd Sdng     Wd Sdng       None          0        TA        TA
## 957      Wd Sdng     Wd Sdng       None          0        TA        TA
## 958      VinylSd     VinylSd       None          0        TA        Gd
## 959      MetalSd     MetalSd       None          0        TA        TA
## 960      MetalSd     MetalSd       None          0        TA        Gd
## 961      VinylSd     VinylSd       None          0        TA        TA
## 962      Wd Sdng     Wd Sdng       None          0        TA        TA
## 963      VinylSd     VinylSd       None          0        Gd        Gd
## 964      MetalSd     MetalSd       None          0        TA        TA
## 965      Wd Sdng     MetalSd       None          0        TA        TA
## 966      MetalSd     MetalSd       None          0        TA        TA
## 967      Wd Sdng     HdBoard       None          0        TA        Gd
## 968      Plywood     Plywood    BrkFace        364        TA        TA
## 969      HdBoard     HdBoard    BrkFace         53        TA        TA
## 970      Wd Sdng     Wd Sdng    BrkFace         86        TA        TA
## 971      WdShing     Wd Shng       None          0        TA        TA
## 972      BrkFace     BrkFace       None          0        TA        TA
## 973      BrkFace     BrkFace       None          0        TA        TA
## 974      BrkFace     BrkFace       None          0        TA        TA
## 975      BrkFace     BrkFace       None          0        TA        TA
## 976      BrkFace     Wd Sdng       None          0        TA        TA
## 977      Wd Sdng     Wd Sdng       None          0        TA        TA
## 978      HdBoard     HdBoard       None          0        TA        TA
## 979      MetalSd     MetalSd       None          0        Gd        Gd
## 980      MetalSd     MetalSd       None          0        TA        TA
## 981      AsbShng     AsbShng       None          0        TA        TA
## 982      MetalSd     MetalSd       None          0        TA        TA
## 983      VinylSd     VinylSd      Stone        279        TA        TA
## 984       Stucco      Stucco       None          0        TA        TA
## 985      MetalSd     MetalSd       None          0        TA        TA
## 986      MetalSd     MetalSd       None          0        TA        TA
## 987      VinylSd     VinylSd       None          0        Gd        Gd
## 988      Wd Sdng     Wd Sdng       None          0        TA        TA
## 989      MetalSd     MetalSd       None          0        TA        TA
## 990      Wd Sdng     Wd Sdng       None          0        TA        TA
## 991      VinylSd     VinylSd       None          0        TA        Gd
## 992      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 993      MetalSd     MetalSd       None          1        TA        TA
## 994       Stucco     Wd Sdng       None          0        TA        TA
## 995      MetalSd     MetalSd       None          0        TA        Gd
## 996      MetalSd     MetalSd       None          0        TA        TA
## 997      MetalSd     MetalSd       None          0        TA        Gd
## 998      MetalSd     VinylSd       None          0        TA        TA
## 999      AsbShng     AsbShng       None          0        Gd        TA
## 1000     VinylSd     VinylSd       None          0        TA        TA
## 1001     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1002     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1003     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1004     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1005     Wd Sdng     Wd Shng       None          0        TA        Gd
## 1006     HdBoard     HdBoard       None          0        TA        TA
## 1007     Wd Sdng     Wd Shng       None          0        TA        TA
## 1008     AsbShng     AsbShng       None          0        TA        TA
## 1009     AsbShng     AsbShng       None          0        TA        TA
## 1010     HdBoard     HdBoard    BrkFace        234        TA        TA
## 1011     VinylSd     VinylSd       None          0        TA        Ex
## 1012     MetalSd     MetalSd       None          0        TA        TA
## 1013     MetalSd     MetalSd       None          0        TA        TA
## 1014     Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 1015     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1016     Plywood     Plywood       None          0        TA        TA
## 1017     HdBoard     HdBoard       None          0        TA        TA
## 1018     HdBoard     HdBoard    BrkFace         30        TA        TA
## 1019     HdBoard     HdBoard       None          0        TA        TA
## 1020     HdBoard     HdBoard    BrkFace         50        Gd        Gd
## 1021     HdBoard     HdBoard    BrkFace        442        TA        TA
## 1022     HdBoard     HdBoard       None          0        TA        TA
## 1023     HdBoard     HdBoard    BrkFace         89        TA        TA
## 1024     MetalSd     MetalSd    BrkFace        323        TA        Gd
## 1025     Plywood     Plywood       None          0        TA        Gd
## 1026     BrkFace     BrkFace       None          0        TA        TA
## 1027     Wd Sdng     Wd Sdng    BrkFace        356        TA        Fa
## 1028     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1029     VinylSd     VinylSd       None          0        TA        TA
## 1030     Plywood     Plywood    BrkFace        340        TA        TA
## 1031     Wd Sdng     Wd Sdng       None          0        Fa        TA
## 1032     Wd Sdng     Wd Sdng    BrkFace        136        TA        TA
## 1033     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1034     MetalSd     MetalSd       None          0        TA        TA
## 1035     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1036     MetalSd     MetalSd      Stone        300        TA        Gd
## 1037     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1038     MetalSd     MetalSd       None          0        TA        TA
## 1039     HdBoard     HdBoard       None          0        TA        TA
## 1040     Wd Sdng     Wd Sdng    BrkFace        149        Gd        Ex
## 1041     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1042     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1043     MetalSd     MetalSd       None          0        Fa        Fa
## 1044     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1045     VinylSd     VinylSd       None          0        Gd        Gd
## 1046     VinylSd     VinylSd      Stone        306        Gd        TA
## 1047     CemntBd     CmentBd       None          0        Gd        TA
## 1048     VinylSd     VinylSd      Stone        306        Gd        TA
## 1049     VinylSd     VinylSd    BrkFace        204        Gd        TA
## 1050     VinylSd     VinylSd    BrkFace        132        Gd        TA
## 1051     VinylSd     VinylSd       None          0        Gd        TA
## 1052     VinylSd     VinylSd       None          0        Gd        TA
## 1053     HdBoard     HdBoard    BrkFace        360        Gd        TA
## 1054     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1055     VinylSd     VinylSd       None          0        TA        TA
## 1056     VinylSd     VinylSd       None          0        TA        Gd
## 1057     VinylSd     VinylSd       None          0        TA        Gd
## 1058     VinylSd     VinylSd       None          0        TA        TA
## 1059     VinylSd     VinylSd       None          0        Gd        TA
## 1060     VinylSd     VinylSd    BrkFace        290        Gd        TA
## 1061     VinylSd     VinylSd       None          0        Gd        TA
## 1062     VinylSd     VinylSd    BrkFace        144        Gd        TA
## 1063     HdBoard     HdBoard       None          0        TA        TA
## 1064     VinylSd     VinylSd    BrkFace        113        TA        Gd
## 1065     Plywood     VinylSd    BrkFace         51        TA        TA
## 1066     CemntBd     CmentBd       None          0        TA        TA
## 1067     HdBoard     HdBoard       None          0        TA        TA
## 1068     HdBoard     HdBoard       None          0        TA        TA
## 1069     VinylSd     VinylSd       None          0        TA        TA
## 1070     Plywood     Plywood       None          0        TA        Gd
## 1071     VinylSd     VinylSd       None          0        Gd        TA
## 1072     VinylSd     VinylSd       None          0        Gd        TA
## 1073     VinylSd     VinylSd    BrkFace        214        Gd        TA
## 1074     HdBoard     HdBoard    BrkFace        519        Gd        TA
## 1075     VinylSd     VinylSd    BrkFace        256        Gd        TA
## 1076     VinylSd     VinylSd    BrkFace        254        Gd        TA
## 1077     VinylSd     VinylSd    BrkFace        158        Gd        TA
## 1078     VinylSd     VinylSd       None          0        Gd        TA
## 1079     VinylSd     VinylSd       None          0        Gd        TA
## 1080     VinylSd     VinylSd       None          0        Gd        TA
## 1081     VinylSd     VinylSd       None          0        Gd        TA
## 1082     VinylSd     VinylSd       None          0        Gd        TA
## 1083     HdBoard     HdBoard    BrkFace        162        TA        TA
## 1084     VinylSd     VinylSd      Stone         20        TA        Gd
## 1085     VinylSd     VinylSd       None          0        TA        Gd
## 1086     HdBoard     HdBoard      Stone        198        TA        TA
## 1087     HdBoard     Plywood       None          0        TA        Fa
## 1088     Plywood     Plywood       None          0        TA        TA
## 1089     VinylSd     VinylSd       None          0        TA        TA
## 1090     CemntBd     CmentBd      Stone       1224        Ex        TA
## 1091     VinylSd     VinylSd      Stone         76        TA        TA
## 1092     WdShing     Wd Shng       None          0        TA        TA
## 1093     AsbShng     Plywood     BrkCmn        128        TA        TA
## 1094     Plywood     Plywood       None          0        TA        TA
## 1095     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1096     MetalSd     MetalSd       None          0        TA        TA
## 1097     WdShing     Plywood       None          0        TA        TA
## 1098     Wd Sdng     Plywood       None          0        TA        TA
## 1099      Stucco     Plywood       None          0        TA        TA
## 1100     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1101     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1102     VinylSd     VinylSd       None          0        TA        TA
## 1103     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1104     VinylSd     VinylSd       None          0        TA        TA
## 1105     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1106     AsbShng     CmentBd       None          0        TA        Gd
## 1107     VinylSd     VinylSd       None          0        TA        TA
## 1108     Wd Sdng     MetalSd    BrkFace        423        TA        Fa
## 1109     HdBoard     BrkFace       None          0        TA        TA
## 1110     MetalSd     MetalSd       None          0        TA        Gd
## 1111     VinylSd     VinylSd       None          0        TA        TA
## 1112     HdBoard     HdBoard       None          0        TA        TA
## 1113     Plywood     Plywood    BrkFace        652        TA        TA
## 1114     WdShing     Plywood       None          0        Gd        TA
## 1115     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1116     VinylSd     VinylSd       None          0        Gd        Gd
## 1117     Wd Sdng     Plywood       None          0        TA        TA
## 1118      Stucco      Stucco       None          0        TA        TA
## 1119     MetalSd     MetalSd       None          0        TA        TA
## 1120     VinylSd     VinylSd       None          0        TA        Gd
## 1121     MetalSd     MetalSd       None          0        TA        TA
## 1122     MetalSd     MetalSd       None          0        Gd        TA
## 1123     CemntBd     CmentBd      Stone        473        Gd        TA
## 1124     HdBoard     Wd Shng       None          0        TA        TA
## 1125     VinylSd     VinylSd    BrkFace        166        Gd        TA
## 1126     VinylSd     VinylSd       None          0        Gd        TA
## 1127     HdBoard     HdBoard       None          0        TA        TA
## 1128     Plywood     Plywood      Stone         50        TA        TA
## 1129     Plywood     Plywood       None          0        TA        TA
## 1130     VinylSd     VinylSd    BrkFace        352        Gd        TA
## 1131     HdBoard     HdBoard    BrkFace       1224        TA        Gd
## 1132     VinylSd     VinylSd       None          0        Gd        TA
## 1133     VinylSd     VinylSd       None          0        Gd        TA
## 1134     Plywood     Plywood       None          0        TA        TA
## 1135     VinylSd     VinylSd    BrkFace         86        Gd        TA
## 1136     VinylSd     VinylSd    BrkFace        886        Gd        TA
## 1137     VinylSd     VinylSd    BrkFace        203        Gd        TA
## 1138     VinylSd     VinylSd    BrkFace         94        Gd        TA
## 1139     MetalSd     MetalSd    BrkFace        242        Ex        TA
## 1140     MetalSd     MetalSd       None          0        TA        TA
## 1141     VinylSd     VinylSd    BrkFace        134        TA        TA
## 1142     CemntBd     CmentBd       None          0        TA        TA
## 1143     CemntBd     CmentBd       None          0        TA        TA
## 1144     CemntBd     CmentBd    BrkFace        189        TA        TA
## 1145     CemntBd     CmentBd       None          0        TA        TA
## 1146     Plywood     Plywood    BrkFace        144        TA        TA
## 1147     HdBoard     Plywood       None          0        TA        TA
## 1148     Plywood     Plywood       None          0        TA        Fa
## 1149     Plywood     Plywood       None          0        TA        TA
## 1150     Wd Sdng     HdBoard       None          0        TA        TA
## 1151     Plywood     Plywood       None        198        TA        TA
## 1152     Plywood     Plywood       None          0        TA        TA
## 1153     HdBoard     HdBoard       None          0        TA        TA
## 1154     Plywood     HdBoard       None          0        TA        TA
## 1155     Wd Sdng     Wd Sdng      Stone         28        TA        TA
## 1156     VinylSd     VinylSd    BrkFace        244        TA        Gd
## 1157     Wd Sdng     Wd Sdng      Stone        302        TA        TA
## 1158     Wd Sdng     Wd Sdng      Stone        902        TA        TA
## 1159     HdBoard     HdBoard    BrkFace        434        TA        Gd
## 1160     VinylSd     VinylSd       None          0        TA        TA
## 1161     HdBoard     HdBoard       None          0        TA        TA
## 1162     HdBoard     HdBoard       None          0        TA        TA
## 1163     VinylSd     VinylSd    BrkFace        216        Gd        TA
## 1164     VinylSd     VinylSd    BrkFace        248        Gd        TA
## 1165     CemntBd     CmentBd       None          0        Gd        TA
## 1166     HdBoard     HdBoard    BrkFace        112        TA        TA
## 1167     HdBoard     HdBoard       None          0        TA        TA
## 1168     VinylSd     VinylSd    BrkFace        600        Gd        Ex
## 1169     CemntBd     CmentBd    BrkFace        662        Ex        TA
## 1170     VinylSd     VinylSd    BrkFace        184        Gd        TA
## 1171     VinylSd     VinylSd      Stone        734        Ex        TA
## 1172     VinylSd     VinylSd    BrkFace        550        Gd        TA
## 1173     MetalSd     MetalSd    BrkFace        230        Gd        TA
## 1174     VinylSd     VinylSd    BrkFace        420        Ex        TA
## 1175     HdBoard     HdBoard    BrkFace        130        TA        TA
## 1176     Plywood     Plywood    BrkFace         68        TA        TA
## 1177     VinylSd     Wd Shng      Stone        252        Gd        TA
## 1178     VinylSd     VinylSd       None          0        Gd        TA
## 1179     Plywood     Plywood    BrkFace        248        TA        TA
## 1180     HdBoard     Plywood    BrkFace        176        TA        TA
## 1181     HdBoard     HdBoard       None          0        TA        TA
## 1182     MetalSd     MetalSd       None          0        Gd        TA
## 1183     HdBoard     HdBoard    BrkFace        514        TA        TA
## 1184     HdBoard     HdBoard    BrkFace        200        TA        TA
## 1185     HdBoard     HdBoard    BrkFace        380        TA        TA
## 1186     HdBoard     HdBoard    BrkFace        504        TA        TA
## 1187     HdBoard     HdBoard    BrkFace        504        TA        TA
## 1188     Plywood     Plywood       None          0        TA        TA
## 1189     MetalSd     MetalSd       None          0        TA        TA
## 1190     Plywood     Brk Cmn       None          0        TA        TA
## 1191     Plywood     Brk Cmn       None          0        TA        TA
## 1192     VinylSd     VinylSd      Stone        215        Gd        TA
## 1193     VinylSd     VinylSd    BrkFace        232        Gd        TA
## 1194     VinylSd     VinylSd      Stone        206        Gd        TA
## 1195     VinylSd     VinylSd    BrkFace        568        Ex        TA
## 1196     VinylSd     VinylSd    BrkFace        525        Gd        TA
## 1197     MetalSd     MetalSd    BrkFace        385        Ex        TA
## 1198     CemntBd     CmentBd       None          0        Gd        TA
## 1199     VinylSd     VinylSd       None          0        Gd        TA
## 1200     MetalSd     MetalSd    BrkFace        142        Gd        TA
## 1201     VinylSd     VinylSd    BrkFace        430        Ex        TA
## 1202     MetalSd     MetalSd    BrkFace        674        Ex        TA
## 1203     VinylSd     VinylSd    BrkFace        112        Gd        TA
## 1204     MetalSd     MetalSd    BrkFace        278        Ex        TA
## 1205     MetalSd     MetalSd    BrkFace        518        Gd        TA
## 1206     MetalSd     MetalSd    BrkFace        572        Ex        TA
## 1207     VinylSd     VinylSd       None          0        Gd        TA
## 1208     VinylSd     VinylSd       None          0        Gd        TA
## 1209     VinylSd     VinylSd       None          0        Gd        TA
## 1210     VinylSd     VinylSd    BrkFace        236        Gd        TA
## 1211     VinylSd     VinylSd       None          0        Gd        TA
## 1212     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1213     VinylSd     VinylSd    BrkFace         40        Gd        TA
## 1214     VinylSd     VinylSd    BrkFace         18        Gd        TA
## 1215     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1216     VinylSd     VinylSd       None          0        Gd        TA
## 1217     VinylSd     VinylSd       None          0        TA        TA
## 1218     VinylSd     VinylSd       None          0        Gd        TA
## 1219     VinylSd     VinylSd    BrkFace        242        Gd        TA
## 1220     VinylSd     VinylSd    BrkFace        322        Gd        TA
## 1221     VinylSd     VinylSd    BrkFace        877        Gd        TA
## 1222     VinylSd     VinylSd    BrkFace        397        Gd        TA
## 1223     MetalSd     MetalSd    BrkFace        738        Gd        Gd
## 1224     VinylSd     VinylSd    BrkFace        501        Gd        TA
## 1225     HdBoard     ImStucc    BrkFace        420        Gd        TA
## 1226     CemntBd     CmentBd      Stone        192        Gd        TA
## 1227     VinylSd     VinylSd       None          0        Gd        TA
## 1228     VinylSd     VinylSd    BrkFace         60        Gd        TA
## 1229     VinylSd     VinylSd       None          0        Gd        TA
## 1230     VinylSd     VinylSd       None          0        Gd        TA
## 1231     VinylSd     VinylSd       None          0        Gd        TA
## 1232     VinylSd     VinylSd       None          0        TA        TA
## 1233     VinylSd     VinylSd    BrkFace        118        Gd        TA
## 1234     VinylSd     VinylSd       None          0        TA        TA
## 1235     VinylSd     VinylSd    BrkFace        172        Gd        TA
## 1236     VinylSd     VinylSd    BrkFace         96        Gd        TA
## 1237     VinylSd     VinylSd       None          0        TA        TA
## 1238     HdBoard     HdBoard       None          0        Gd        TA
## 1239     Plywood     Plywood       None          0        Gd        TA
## 1240     Plywood     Plywood       None          0        Gd        TA
## 1241     VinylSd     VinylSd       None          0        TA        TA
## 1242     Wd Sdng     Wd Sdng    BrkFace         51        TA        TA
## 1243     VinylSd     VinylSd       None          0        TA        Gd
## 1244     HdBoard     HdBoard       None          0        TA        TA
## 1245     HdBoard     HdBoard       None          0        TA        TA
## 1246     Plywood     Plywood    BrkFace         90        TA        TA
## 1247     HdBoard     HdBoard       None          0        TA        TA
## 1248     HdBoard     HdBoard       None          0        TA        TA
## 1249     HdBoard     HdBoard       None          0        TA        TA
## 1250     VinylSd     VinylSd       None          0        TA        TA
## 1251     WdShing     Wd Sdng    BrkFace        145        Gd        Fa
## 1252     HdBoard     ImStucc    BrkFace        692        Gd        TA
## 1253     MetalSd     MetalSd       None          0        Gd        TA
## 1254     MetalSd     MetalSd       None          0        Gd        TA
## 1255     MetalSd     MetalSd    BrkFace        513        Gd        TA
## 1256     VinylSd     VinylSd       None          0        Gd        TA
## 1257     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1258     CemntBd     CmentBd       None          0        Gd        TA
## 1259     Plywood     Plywood    BrkFace        144        TA        TA
## 1260     HdBoard     HdBoard    BrkFace        264        TA        TA
## 1261     MetalSd     MetalSd       None          0        TA        TA
## 1262     HdBoard     HdBoard    BrkFace        300        TA        TA
## 1263     HdBoard     HdBoard    BrkFace        203        TA        TA
## 1264     HdBoard     HdBoard       None          0        TA        TA
## 1265     Plywood     Plywood       None          0        TA        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1        CBlock       TA       TA           No          Rec        468
## 2        CBlock       TA       TA           No          ALQ        923
## 3         PConc       Gd       TA           No          GLQ        791
## 4         PConc       TA       TA           No          GLQ        602
## 5         PConc       Gd       TA           No          ALQ        263
## 6         PConc       Gd       TA           No          Unf          0
## 7         PConc       Gd       TA           No          ALQ        935
## 8         PConc       Gd       TA           No          Unf          0
## 9         PConc       Gd       TA           Gd          GLQ        637
## 10       CBlock       TA       TA           No          ALQ        804
## 11        PConc       Gd       TA           No          GLQ       1051
## 12       CBlock       TA       TA           No          Rec        156
## 13       CBlock       TA       TA           No          Rec        300
## 14       CBlock       TA       TA           No          ALQ        514
## 15       CBlock       Gd       TA           No          Unf          0
## 16        PConc       Ex       TA           No          Unf          0
## 17        PConc       Gd       TA           No          Unf          0
## 18        PConc       Ex       TA           No          GLQ        110
## 19        PConc       Ex       TA           No          GLQ         28
## 20        PConc       Ex       TA           Gd          GLQ       1373
## 21        PConc       Gd       TA           Gd          GLQ        578
## 22        PConc       Gd       TA           Mn          GLQ         24
## 23        PConc       Gd       TA           No          Unf          0
## 24        PConc       Gd       TA           Av          GLQ         16
## 25        PConc       Gd       TA           No          GLQ        326
## 26        PConc       Gd       TA           No          Unf          0
## 27        PConc       Ex       TA           No          Unf          0
## 28        PConc       Gd       TA         None          Unf          0
## 29        PConc       Gd       TA           No          Unf          0
## 30        PConc       Ex       TA           No          GLQ       1414
## 31        PConc       Gd       TA           Av          Unf          0
## 32       BrkTil       TA       TA           No          Unf          0
## 33       CBlock       TA       TA           Gd          BLQ        126
## 34        PConc       Gd       TA           No          LwQ        250
## 35        PConc       Gd       TA           No          GLQ       1129
## 36        PConc       Ex       TA           Av          GLQ       1298
## 37        PConc       Gd       TA           No          Unf          0
## 38        PConc       Gd       TA           Av          GLQ        280
## 39        PConc       Gd       TA           No          GLQ        368
## 40        PConc       Gd       TA           No          GLQ        376
## 41        PConc       Gd       TA           No          GLQ        466
## 42        PConc       Gd       TA           No          GLQ        244
## 43        PConc       Ex       Po           No          GLQ       1032
## 44        PConc       Gd       TA           No          GLQ        484
## 45        PConc       Gd       TA           No          GLQ        833
## 46       CBlock       TA       TA           No          GLQ        506
## 47        PConc       Gd       TA           Mn          GLQ       1137
## 48        PConc       Gd       TA           Mn          ALQ        687
## 49       CBlock       TA       TA           No          ALQ        329
## 50       CBlock       TA       TA           No          Rec        698
## 51        PConc       Gd       TA           No          BLQ       1059
## 52       CBlock       TA       TA           No          BLQ       1010
## 53       CBlock       TA       TA           No          Unf          0
## 54       CBlock       TA       TA           No          BLQ       1500
## 55       CBlock       TA       TA           No          LwQ        670
## 56       CBlock       TA       TA           No          Rec        300
## 57       CBlock       TA       TA           Gd          GLQ        944
## 58       CBlock       TA       TA           No          Unf          0
## 59        PConc       Gd       TA           No          GLQ       1188
## 60       CBlock       TA       TA           No          BLQ        856
## 61       CBlock       TA       TA           No          Rec        936
## 62       CBlock       TA       TA           No          Rec        734
## 63       CBlock       TA       TA           No          Unf          0
## 64       CBlock       TA       TA           No          BLQ        339
## 65       CBlock       TA       TA           No          Rec        648
## 66       CBlock       TA       TA           Av          Rec        532
## 67       BrkTil       TA       TA           No          Unf          0
## 68       CBlock       TA       TA           No          ALQ        481
## 69       CBlock       TA       TA           No          Rec        588
## 70       CBlock       TA       TA           Gd          BLQ        717
## 71        PConc       TA       TA           No          ALQ         48
## 72        PConc       TA       TA           No          BLQ        579
## 73       CBlock       TA       TA           Mn          BLQ        274
## 74        PConc       Gd       TA           No          Unf          0
## 75       BrkTil       TA       TA           No          BLQ        780
## 76       BrkTil       TA       TA           No          Rec        176
## 77       BrkTil       Fa       Fa           No          Unf          0
## 78       BrkTil       TA       TA           No          Unf          0
## 79        Stone       Fa       Fa           No          Unf          0
## 80       BrkTil       TA       TA           Mn          Unf          0
## 81       CBlock       Fa       TA           No          Rec        283
## 82       CBlock       TA       TA           No          Rec        788
## 83       BrkTil       Gd       TA           No          BLQ        474
## 84       BrkTil       TA       TA           No          Rec        188
## 85       BrkTil       TA       Gd           No          BLQ        452
## 86       CBlock       TA       TA           No          LwQ        264
## 87       CBlock       TA       TA           No          Rec        360
## 88       CBlock       TA       TA           No          Rec        300
## 89       CBlock       TA       Fa           No          Rec        276
## 90       BrkTil       TA       TA           No          LwQ        448
## 91       BrkTil       Fa       Fa           No          ALQ        960
## 92       CBlock       TA       TA           No          Unf          0
## 93        PConc       TA       TA           No          Unf          0
## 94       BrkTil       TA       TA           No          Unf          0
## 95       CBlock       Gd       TA           No          Rec        766
## 96       BrkTil       Gd       Fa           No          Unf          0
## 97       BrkTil       TA       TA           No          Rec       1026
## 98       CBlock       Fa       TA           No          LwQ        368
## 99       CBlock       TA       TA           No          Rec         73
## 100      BrkTil       TA       TA           Mn          LwQ        736
## 101      CBlock       TA       TA           No          ALQ        704
## 102      CBlock       TA       TA           Mn          BLQ        240
## 103      CBlock       TA       TA           No          GLQ        775
## 104      CBlock       Gd       TA           Av          GLQ       1319
## 105      CBlock       TA       Gd           No          Rec        267
## 106      CBlock       Gd       TA           Gd          ALQ       1092
## 107      BrkTil       Fa       TA           No          Unf          0
## 108       PConc       Gd       TA           Av          ALQ        964
## 109      CBlock       TA       TA           Mn          BLQ        288
## 110      CBlock       TA       TA           No          GLQ        104
## 111      CBlock       TA       Fa           No          LwQ        192
## 112      CBlock       TA       TA           Av          BLQ        954
## 113       PConc       Gd       TA           Gd          GLQ       1346
## 114      CBlock       TA       TA           Mn          Unf          0
## 115      CBlock       Gd       TA           Gd          GLQ       1433
## 116       PConc       Gd       TA           No          GLQ        860
## 117       PConc       Gd       TA           No          GLQ         24
## 118       PConc       Fa       Gd           No          Unf          0
## 119       PConc       Gd       Fa           Av          GLQ        870
## 120       PConc       Gd       TA           No          ALQ        353
## 121      CBlock       Gd       TA           No          GLQ        198
## 122      CBlock       TA       TA           Av          ALQ        480
## 123       PConc       Gd       TA           No          GLQ       1682
## 124       PConc       Gd       TA           No          Unf          0
## 125       PConc       Gd       TA           Av          GLQ        672
## 126      CBlock     None     None         None         None          0
## 127      CBlock       Fa       TA           No          Unf          0
## 128      CBlock       Gd       TA           Gd          ALQ       1070
## 129      CBlock       TA       TA           No          Unf          0
## 130      CBlock       TA       TA           Av          ALQ        528
## 131      CBlock       TA       TA           No          Unf          0
## 132      BrkTil       TA       TA           Mn          Rec        133
## 133      CBlock       TA       TA           No          Rec        238
## 134        Slab     None     None         None         None          0
## 135       PConc       TA       Fa           No          Unf          0
## 136      BrkTil       Gd       TA           No          ALQ        426
## 137      CBlock       TA       TA           No          ALQ        375
## 138       PConc       Gd       TA           No          GLQ        343
## 139      CBlock       Gd       TA           Gd          GLQ        747
## 140      CBlock       Gd       TA           Av          GLQ         76
## 141      BrkTil       TA       TA           No          BLQ        480
## 142      BrkTil       TA       TA           Mn          BLQ        308
## 143      CBlock       TA       TA           No          Unf          0
## 144       PConc       Ex       TA           Gd          GLQ       1373
## 145       PConc       Gd       TA           No          GLQ        615
## 146      CBlock       TA       TA           No          ALQ        679
## 147      CBlock       TA       TA           No          Unf          0
## 148       PConc       Gd       TA           No          GLQ         78
## 149       PConc       Gd       TA           No          Unf          0
## 150       PConc       Gd       TA           No          Unf          0
## 151      CBlock       TA       TA           No          Rec         42
## 152       PConc       Ex       TA           Av          Unf          0
## 153       PConc       Gd       TA           No          Unf          0
## 154      CBlock       Gd       TA           Gd          GLQ        915
## 155      CBlock       TA       TA           No          GLQ        176
## 156      CBlock       TA       TA           No          Unf          0
## 157      CBlock       TA       TA           No          Rec        294
## 158      CBlock       TA       TA           No          ALQ        469
## 159      CBlock       Gd       TA           Mn          Rec        207
## 160       PConc       TA       TA           No          Unf          0
## 161       PConc       Gd       TA           No          Rec        458
## 162      CBlock       TA       TA           Av          BLQ        476
## 163       PConc       Gd       Gd           Gd          GLQ       1341
## 164       PConc       Gd       TA           Mn          GLQ        944
## 165      CBlock       Fa       Fa           No          Rec        564
## 166      CBlock       TA       TA           No          LwQ        844
## 167       PConc       Gd       TA           No          ALQ        847
## 168       PConc       Gd       TA           Gd          GLQ        850
## 169       PConc       Gd       TA           No          GLQ        284
## 170       PConc       Ex       TA           Av          GLQ       1965
## 171       PConc       Gd       TA           Av          GLQ        341
## 172       PConc       Gd       TA           No          GLQ        741
## 173       PConc       Gd       TA           No          GLQ        189
## 174       PConc       Gd       TA           No          GLQ        476
## 175       PConc       Gd       TA           No          GLQ        600
## 176       PConc       Gd       TA           No          Unf          0
## 177       PConc       Gd       TA           No          ALQ        400
## 178      CBlock       Gd       TA           No          Unf          0
## 179       PConc       TA       TA           No          LwQ        363
## 180      CBlock       Gd       TA           No          ALQ        602
## 181       PConc       TA       TA           No          ALQ        832
## 182       PConc       Gd       TA           Mn          GLQ        622
## 183       PConc       Gd       TA           No          Unf          0
## 184       PConc       Gd       TA           No          GLQ        225
## 185      CBlock       Gd       TA           Av          ALQ       1333
## 186      CBlock       TA       TA           No          ALQ        888
## 187      CBlock       TA       TA           No          ALQ        636
## 188      CBlock       TA       TA           No          Unf          0
## 189      CBlock       Gd       TA           No          ALQ        500
## 190      CBlock       TA       TA           No          ALQ        726
## 191      CBlock       TA       TA           No          ALQ        240
## 192      CBlock       TA       TA           No          BLQ        254
## 193      CBlock       TA       TA           No          Rec        110
## 194      CBlock       Gd       TA           No          ALQ        306
## 195      CBlock       Gd       TA           No          ALQ        435
## 196      CBlock       Gd       TA           No          ALQ        389
## 197      CBlock       Gd       TA           No          ALQ        320
## 198      CBlock       Gd       TA           No          ALQ        279
## 199      CBlock       TA       TA           No          ALQ        536
## 200       PConc       TA       TA           No          BLQ        644
## 201       PConc       Ex       TA           No          GLQ       1360
## 202       PConc       Ex       TA           No          GLQ        986
## 203       PConc       Ex       TA           Av          GLQ       1232
## 204       PConc       Ex       TA           Gd          GLQ       2288
## 205       PConc       Ex       TA           No          Unf          0
## 206       PConc       Ex       TA           Gd          GLQ       1531
## 207       PConc       Ex       TA           Av          GLQ       1230
## 208       PConc       Ex       TA           Mn          GLQ       1015
## 209       PConc       Ex       Gd           Av          GLQ       1037
## 210       PConc       Ex       TA           No          GLQ       1142
## 211       PConc       Gd       TA           No          ALQ       1262
## 212       PConc       Ex       TA           No          GLQ       1972
## 213       PConc       Gd       TA           No          Unf          0
## 214       PConc       Gd       TA           No          Unf          0
## 215       PConc       Gd       TA           Av          ALQ        836
## 216       PConc       Gd       TA           Av          GLQ        881
## 217       PConc       Gd       TA           No          GLQ        876
## 218       PConc       Ex       TA           Gd          GLQ       2146
## 219       PConc       Ex       TA           Gd          GLQ       1557
## 220       PConc       Ex       TA           No          GLQ        800
## 221       PConc       Ex       TA           No          Unf          0
## 222       PConc       Ex       TA           Gd          GLQ       1196
## 223       PConc       Gd       TA           No          Unf          0
## 224       PConc       Gd       Gd           No          Unf          0
## 225       PConc       Gd       TA           Av          Unf          0
## 226       PConc       Gd       TA           Av          GLQ         16
## 227       PConc       Gd       TA           Mn          Unf          0
## 228       PConc       Gd       TA           No          Unf          0
## 229       PConc       Gd       TA           Mn          Unf          0
## 230       PConc       Gd       TA           No          GLQ        652
## 231       PConc       Gd       TA           No          GLQ        494
## 232       PConc       Ex       TA           No          GLQ        651
## 233       PConc       Gd       TA           Mn          GLQ        241
## 234       PConc       Gd       TA           No          GLQ        683
## 235       PConc       Gd       TA           No          Unf          0
## 236       PConc       Gd       TA           No          ALQ        913
## 237       PConc       TA       TA           No          Unf          0
## 238       PConc       Gd       TA           Mn          GLQ       1173
## 239       PConc       Gd       TA           Av          BLQ        236
## 240       PConc       Gd       TA           No          GLQ        816
## 241       PConc       Gd       TA           No          GLQ        624
## 242       PConc       Gd       TA           Mn          Unf          0
## 243       PConc       Gd       TA           No          Unf          0
## 244       PConc       Gd       TA           Av          GLQ       1294
## 245       PConc       Ex       TA           Av          GLQ        379
## 246       PConc       Ex       TA           Gd          GLQ       2158
## 247       PConc       Ex       TA           No          Unf          0
## 248       PConc       Gd       TA           No          Unf          0
## 249       PConc       Gd       TA           Av          Unf          0
## 250       PConc       Gd       TA           No          GLQ         24
## 251       PConc       Ex       Gd           No          GLQ        682
## 252       PConc       Gd       TA           No          Unf          0
## 253       PConc       Gd       TA           No          GLQ       1430
## 254       PConc       Gd       TA           No          GLQ        771
## 255       PConc       Gd       TA           No          GLQ        410
## 256       PConc       Gd       TA           No          Unf          0
## 257       PConc       Gd       Gd           No          GLQ         54
## 258       PConc       Gd       TA           No          Unf          0
## 259       PConc       Gd       TA           Gd          Unf          0
## 260       PConc       Gd       TA           Gd          BLQ        516
## 261       PConc       Gd       TA           No          Unf          0
## 262       PConc       Gd       TA           No          Unf          0
## 263       PConc       Gd       TA           No          GLQ        836
## 264       PConc       Gd       TA           No          Unf          0
## 265       PConc       Gd       TA           No          GLQ        637
## 266       PConc       Gd       Gd           No          GLQ         52
## 267       PConc       Gd       TA           No          Unf          0
## 268       PConc       Gd       TA           No          LwQ         36
## 269      CBlock       Gd       TA           No          Rec        331
## 270        Slab     None     None         None         None          0
## 271      CBlock       TA       TA           No          LwQ         68
## 272      CBlock       TA       TA           No          GLQ        660
## 273      CBlock       TA       TA           No          BLQ        864
## 274      CBlock       TA       TA           No          Rec        544
## 275      CBlock       TA       TA           No          ALQ        624
## 276      CBlock       TA       TA           No          LwQ        140
## 277      CBlock       Gd       Gd           Gd          ALQ       1733
## 278       PConc       Gd       TA           No          GLQ        601
## 279       PConc       Gd       TA           No          Unf          0
## 280       PConc       Gd       TA           No          Unf          0
## 281       PConc       Gd       TA           No          GLQ        962
## 282       PConc       Gd       TA           No          GLQ        507
## 283       PConc       Gd       TA           No          GLQ        549
## 284      CBlock       Gd       Gd           Gd          GLQ       1252
## 285      CBlock       Gd       TA           Mn          LwQ        121
## 286      CBlock       TA       TA           No          Unf          0
## 287      CBlock       TA       TA           Mn          GLQ        560
## 288       PConc       TA       TA           No          Unf          0
## 289      CBlock       Gd       TA           Mn          ALQ        553
## 290      CBlock       TA       TA           Av          BLQ        955
## 291       PConc       Gd       TA           No          GLQ        432
## 292       PConc       TA       TA           No          BLQ        648
## 293      CBlock       TA       TA           No          Unf          0
## 294      CBlock       TA       TA           No          ALQ        698
## 295      CBlock       Gd       TA           Av          GLQ        962
## 296      CBlock       TA       TA           No          ALQ        734
## 297      CBlock       TA       TA           No          BLQ        403
## 298      CBlock       TA       TA           No          BLQ        775
## 299      CBlock       TA       TA           No          BLQ        625
## 300      CBlock       TA       TA           No          ALQ        310
## 301      CBlock       TA       TA           No          LwQ        998
## 302      CBlock       TA       TA           No          ALQ        388
## 303      CBlock       TA       TA           Gd          ALQ        568
## 304      CBlock       TA       TA           No          Rec        100
## 305      CBlock       TA       TA           No          Rec       1173
## 306      CBlock       TA       TA           No          Rec       1312
## 307      CBlock       TA       TA           No          ALQ       1387
## 308      CBlock       TA       TA           No          ALQ        856
## 309      CBlock       TA       TA           No          BLQ        544
## 310      CBlock       TA       TA           No          ALQ        708
## 311      CBlock       TA       TA           No          Rec        435
## 312      CBlock       TA       TA           No          Rec        172
## 313      CBlock       TA       TA           No          Rec        155
## 314       PConc       TA       TA           No          Unf          0
## 315      CBlock       TA       TA           No          ALQ        490
## 316      CBlock       TA       TA           No          Rec        308
## 317      CBlock       TA       TA           No          BLQ        700
## 318      CBlock       TA       TA           No          GLQ        931
## 319        Slab     None     None         None         None          0
## 320      CBlock       TA       TA           Mn          ALQ        699
## 321      CBlock       TA       TA           No          BLQ        390
## 322      CBlock       TA       TA           No          Unf          0
## 323      BrkTil       TA       TA           No          Unf          0
## 324      BrkTil       Fa       TA           No          Unf          0
## 325      BrkTil       TA       TA           No          Unf          0
## 326      BrkTil       TA       TA           No          Unf          0
## 327       PConc       TA       TA           No          Unf          0
## 328       PConc       Fa       TA           No          Unf          0
## 329      BrkTil       TA       TA           No          Unf          0
## 330      BrkTil       TA       TA           No          Unf          0
## 331      CBlock       TA       TA           No          Unf          0
## 332      CBlock       TA       TA           No          Rec        384
## 333      CBlock       TA       Fa           No          BLQ        872
## 334      CBlock       TA       TA           Mn          GLQ        745
## 335      CBlock       TA       TA           No          Rec        546
## 336      CBlock       Gd       TA           Gd          Unf          0
## 337      CBlock       TA       TA           Av          Rec        621
## 338      CBlock       TA       TA           No          Unf          0
## 339      CBlock       TA       Gd           No          ALQ        630
## 340      CBlock       Gd       TA           Av          GLQ        433
## 341      CBlock       TA       TA           No          Unf          0
## 342      CBlock       TA       TA           No          LwQ        120
## 343      CBlock       TA       TA           No          Unf          0
## 344      CBlock       Gd       TA           Av          GLQ        941
## 345      CBlock       TA       TA           No          BLQ        826
## 346       PConc       TA       TA           No          Unf          0
## 347      CBlock       TA       TA           Mn          LwQ        633
## 348      CBlock       TA       TA           No          Unf          0
## 349      CBlock       TA       TA           No          Unf          0
## 350      BrkTil       TA       TA           No          ALQ        421
## 351      BrkTil       Fa       Po           No          Unf          0
## 352      BrkTil       Fa       TA           No          Unf          0
## 353      CBlock       TA       TA           No          BLQ        384
## 354      BrkTil       Fa       TA           No          Unf          0
## 355      BrkTil     None     None         None         None          0
## 356       PConc       Fa       TA           No          Unf          0
## 357      BrkTil       Fa       TA           No          Unf          0
## 358      BrkTil       Fa       Gd           Mn          Unf          0
## 359      BrkTil       TA       TA           No          Unf          0
## 360      BrkTil       TA       TA           No          Unf          0
## 361      BrkTil       TA       TA           No          Unf          0
## 362       PConc       TA       TA           No          Unf          0
## 363      CBlock       Fa       TA           No          Unf          0
## 364      BrkTil       TA       TA           No          Unf          0
## 365      CBlock       TA       TA           No          Unf          0
## 366      BrkTil       TA       TA           No          Rec        220
## 367      BrkTil       TA       TA           No          Unf          0
## 368      BrkTil       TA       Fa           No          LwQ        273
## 369      BrkTil       TA       TA           No          LwQ        134
## 370       PConc       TA       TA           No          Unf          0
## 371      BrkTil       TA       TA           No          Unf          0
## 372      BrkTil       TA       Fa           No          Unf          0
## 373      CBlock       TA       Fa           No          BLQ        522
## 374      BrkTil       TA       TA           No          Unf          0
## 375      BrkTil       TA       Fa           No          Rec        169
## 376      BrkTil       TA       TA           No          Unf          0
## 377       PConc       Gd       Fa           Av          BLQ        749
## 378      CBlock       TA       TA           No          Rec        276
## 379      CBlock       Fa       TA           No          Unf          0
## 380      CBlock       Gd       Gd           Gd          GLQ       1200
## 381       PConc       Gd       Gd           Gd          GLQ       1152
## 382       PConc       TA       TA           No          Unf          0
## 383      CBlock       TA       TA           No          BLQ        527
## 384      CBlock       Gd       TA           Gd          GLQ        456
## 385      CBlock       TA       Gd           No          Unf          0
## 386      CBlock       TA       TA           Av          BLQ        588
## 387      CBlock       TA       TA           Mn          Unf          0
## 388        Slab     None     None         None         None          0
## 389      CBlock     None     None         None         None          0
## 390      CBlock       TA       TA           No          Rec        257
## 391      CBlock       TA       TA           No          BLQ        342
## 392      CBlock       Gd       TA           No          BLQ        173
## 393      CBlock       Gd       TA           Mn          GLQ        552
## 394       PConc       Gd       TA           No          GLQ        460
## 395      CBlock       Gd       TA           Av          Rec         70
## 396       PConc       Gd       Gd           No          GLQ        474
## 397       PConc     None     None         None         None          0
## 398        Slab     None     None         None         None          0
## 399        Slab     None     None         None         None          0
## 400      CBlock       Gd       TA           Av          GLQ       1094
## 401        Slab     None     None         None         None          0
## 402       PConc       Ex       TA           No          GLQ        820
## 403       PConc       Ex       TA           No          GLQ        820
## 404       PConc       Ex       TA           No          GLQ        820
## 405       PConc       Ex       TA           Gd          GLQ       1021
## 406       PConc       Ex       TA           Gd          GLQ       1104
## 407       PConc       Gd       TA           Av          Unf          0
## 408       PConc       Ex       TA           Av          GLQ       1359
## 409       PConc       Gd       TA           Av          GLQ        902
## 410       PConc       Gd       TA           Av          GLQ        872
## 411       PConc       Ex       TA           Gd          GLQ         24
## 412       PConc       Gd       TA           Av          Unf          0
## 413       PConc       Gd       TA           Av          GLQ        800
## 414       PConc       TA       TA           No          ALQ        755
## 415       PConc       Gd       TA           Mn          GLQ        950
## 416       PConc       Gd       TA           No          GLQ        606
## 417       PConc       Gd       TA           No          GLQ       1259
## 418       PConc       Gd       TA           Mn          GLQ         24
## 419      BrkTil       Gd       TA           Av          GLQ        625
## 420      CBlock       TA       TA           No          ALQ        710
## 421       PConc       Gd       TA           Av          GLQ       1234
## 422       PConc       Gd       TA           Av          Unf          0
## 423       PConc       Gd       TA           No          Unf          0
## 424       PConc       Gd       TA           No          Unf          0
## 425       PConc       Gd       TA           Gd          GLQ       1246
## 426       PConc       Ex       TA           Gd          GLQ       1360
## 427       PConc       Gd       TA           Av          GLQ       1111
## 428       PConc       Gd       TA           Av          GLQ       1478
## 429       PConc       Gd       TA           No          Unf          0
## 430      CBlock       TA       TA           No          GLQ        399
## 431        Wood       Gd       TA           Gd          GLQ        547
## 432      CBlock       TA       TA           No          LwQ        332
## 433      CBlock       Fa       TA           Mn          Rec       1078
## 434      CBlock       TA       TA           No          Unf          0
## 435      CBlock       TA       TA           No          Rec        546
## 436      CBlock       TA       TA           No          Rec        626
## 437       PConc       TA       Fa           No          LwQ        832
## 438      BrkTil       TA       TA           No          Unf          0
## 439      BrkTil       TA       TA           No          Unf          0
## 440      BrkTil       TA       Fa           Mn          Unf          0
## 441      CBlock       TA       TA           No          ALQ        728
## 442      CBlock       TA       TA           No          Rec        793
## 443      BrkTil       TA       TA           No          LwQ        246
## 444      BrkTil       TA       TA           Mn          Rec        154
## 445      CBlock       TA       TA           No          LwQ         65
## 446      BrkTil       TA       TA           No          BLQ        312
## 447       PConc       TA       TA           Av          LwQ        784
## 448      CBlock       TA       TA           No          Unf          0
## 449      CBlock       Gd       TA           Mn          ALQ        471
## 450      CBlock       Gd       TA           No          Unf          0
## 451      CBlock       TA       TA           No          ALQ        454
## 452      CBlock       Gd       TA           No          GLQ        803
## 453      BrkTil       TA       TA           No          Unf          0
## 454      BrkTil       TA       TA           No          Unf          0
## 455       PConc       Ex       TA           Gd          GLQ       1476
## 456      CBlock     None     None         None         None          0
## 457       PConc       Gd       TA           No          ALQ        445
## 458      CBlock       TA       TA           Av          ALQ        767
## 459      CBlock       Gd       TA           Av          GLQ        841
## 460       PConc       Gd       TA           No          BLQ         55
## 461      CBlock       Ex       TA           Gd          GLQ       1758
## 462       PConc       Ex       TA           Gd          GLQ       1115
## 463       PConc       Gd       TA           No          ALQ        462
## 464       PConc       Gd       TA           Gd          GLQ        904
## 465       PConc       Gd       TA           No          Unf          0
## 466       PConc       Ex       TA           Gd          GLQ       1640
## 467      CBlock       TA       TA           No          ALQ        532
## 468      CBlock       TA       TA           No          BLQ        594
## 469      CBlock       Gd       TA           Av          GLQ        720
## 470      CBlock       Gd       TA           Av          Rec        114
## 471       PConc       Gd       TA           Av          GLQ        718
## 472       PConc       Gd       TA           No          ALQ        330
## 473      CBlock       TA       TA           Gd          BLQ        496
## 474       PConc       TA       TA           No          BLQ        706
## 475       PConc       Gd       TA           No          ALQ        476
## 476       PConc       Gd       TA           Gd          GLQ        851
## 477       PConc       Gd       TA           No          Rec        138
## 478       PConc       Gd       TA           No          GLQ        450
## 479       PConc       Ex       TA           Mn          GLQ        656
## 480       PConc       Gd       TA           Mn          Unf          0
## 481       PConc       Gd       TA           No          Unf          0
## 482       PConc       Gd       TA           No          ALQ        504
## 483       PConc       Gd       TA           Gd          GLQ        319
## 484       PConc       Ex       TA           Gd          GLQ         16
## 485       PConc       Ex       TA           Gd          GLQ       1337
## 486      CBlock       TA       TA           No          Unf          0
## 487       PConc       Ex       TA           Gd          GLQ       1034
## 488      CBlock       TA       TA           No          Unf          0
## 489      CBlock       Gd       Gd           Mn          GLQ        983
## 490      CBlock       Gd       TA           Mn          GLQ        747
## 491      CBlock       Gd       TA           No          GLQ       1206
## 492      CBlock       Gd       Fa           No          ALQ        864
## 493       PConc       Gd       TA           No          ALQ        890
## 494      CBlock       Gd       TA           Mn          Unf          0
## 495      CBlock       TA       Fa           No          BLQ        280
## 496       PConc       Gd       TA           No          ALQ        988
## 497      CBlock       TA       TA           No          Unf          0
## 498       PConc       Gd       TA           No          GLQ       1023
## 499      CBlock       Gd       TA           Mn          Unf          0
## 500      CBlock       Gd       TA           Mn          Rec        252
## 501      CBlock       Gd       TA           No          Rec        119
## 502      CBlock       TA       TA           No          LwQ        458
## 503      CBlock       TA       TA           No          LwQ        483
## 504      CBlock       TA       TA           No          Rec        350
## 505      CBlock       Gd       TA           No          ALQ        286
## 506      CBlock       Gd       TA           No          ALQ        378
## 507       PConc       Ex       TA           No          GLQ       1012
## 508       PConc       Ex       TA           Gd          GLQ       1728
## 509       PConc       Ex       TA           Gd          GLQ       1375
## 510       PConc       Ex       TA           Gd          GLQ       1420
## 511       PConc       Ex       TA           Gd          GLQ       1082
## 512       PConc       Ex       TA           Av          GLQ       1249
## 513       PConc       Gd       TA           Av          GLQ         40
## 514       PConc       Ex       TA           No          GLQ        856
## 515       PConc       Ex       TA           Gd          GLQ       2257
## 516       PConc       Gd       TA           Mn          GLQ       1149
## 517       PConc       Ex       TA           Mn          GLQ       1075
## 518       PConc       Ex       TA           Gd          Unf          0
## 519       PConc       Gd       TA           No          GLQ        372
## 520       PConc       Gd       TA           No          GLQ         20
## 521       PConc       Ex       TA           No          GLQ       1204
## 522       PConc       Gd       TA           No          GLQ        846
## 523       PConc       Gd       TA           No          GLQ         24
## 524       PConc       Gd       TA           No          Unf          0
## 525       PConc       Gd       TA           Gd          GLQ       1073
## 526       PConc       Gd       TA           No          GLQ       1087
## 527       PConc       Gd       TA           Gd          Unf          0
## 528       PConc       Gd       TA           No          Unf          0
## 529       PConc       Gd       TA           No          Unf          0
## 530       PConc       Gd       TA           No          Unf          0
## 531       PConc       Gd       TA           No          GLQ        876
## 532       PConc       Gd       TA           Av          GLQ        544
## 533       PConc       Gd       TA           No          Unf          0
## 534       PConc       Gd       TA           No          GLQ        870
## 535       PConc       Gd       TA           No          Unf          0
## 536       PConc       Gd       TA           No          Unf          0
## 537       PConc       Ex       TA           Mn          Unf          0
## 538       PConc       Gd       TA           Av          GLQ       1660
## 539       PConc       Ex       TA           No          GLQ        851
## 540       PConc       Gd       TA           Av          Unf          0
## 541       PConc       Gd       TA           Av          BLQ        228
## 542       PConc       Ex       TA           No          GLQ       1096
## 543       PConc       Gd       TA           Av          Unf          0
## 544       PConc       Gd       TA           Av          GLQ        729
## 545       PConc       Ex       TA           No          GLQ        666
## 546       PConc       Gd       TA           No          GLQ         24
## 547       PConc       Gd       TA           Av          Unf          0
## 548       PConc       Gd       TA           No          GLQ        902
## 549       PConc       Gd       TA           Mn          GLQ         80
## 550       PConc       Gd       TA           Av          Unf          0
## 551       PConc       Gd       Gd           No          GLQ         80
## 552       PConc       Gd       TA           Mn          Unf          0
## 553       PConc       Gd       TA           No          GLQ        362
## 554       PConc       Gd       TA           No          GLQ        602
## 555       PConc       Gd       TA           Av          GLQ        537
## 556       PConc       Gd       TA           No          GLQ        472
## 557       PConc       Gd       TA           No          GLQ        397
## 558       PConc       TA       Gd           No          BLQ         53
## 559      CBlock       TA       TA           No          ALQ        764
## 560      CBlock       TA       Fa           Mn          ALQ        890
## 561      CBlock       Gd       Gd           No          ALQ        489
## 562      CBlock       TA       TA           Av          ALQ        800
## 563      CBlock       Gd       TA           No          LwQ        190
## 564       PConc       Gd       TA           No          ALQ        704
## 565       PConc       Gd       TA           Gd          BLQ        520
## 566       PConc       Gd       TA           No          GLQ         24
## 567       PConc       Gd       TA           No          GLQ        390
## 568       PConc       Gd       TA           No          Unf          0
## 569       PConc       Gd       TA           No          GLQ        550
## 570       PConc       Gd       TA           Av          GLQ       1027
## 571       PConc       Ex       TA           Av          GLQ       1004
## 572       PConc       Ex       TA           Av          GLQ        964
## 573       PConc       Gd       TA           Av          GLQ       1141
## 574       PConc       Gd       TA           No          GLQ        600
## 575       PConc       TA       TA           No          GLQ        681
## 576       PConc       Gd       TA           No          GLQ        612
## 577       PConc       Gd       TA           No          GLQ        813
## 578       PConc       Gd       TA           Mn          BLQ        128
## 579       PConc       Gd       TA           Gd          LwQ        560
## 580      CBlock       Gd       TA           No          GLQ        410
## 581      CBlock       Gd     None           Mn          GLQ       1044
## 582       PConc       Gd       TA           No          Unf          0
## 583      CBlock       TA       TA           Av          GLQ        828
## 584      CBlock       TA       TA           No          Rec        301
## 585      CBlock       TA       TA           No          ALQ        603
## 586      CBlock       TA       TA           No          Unf          0
## 587      CBlock       TA       TA           No          LwQ        732
## 588      CBlock       TA       TA           No          ALQ        260
## 589      CBlock       TA       TA           No          Unf          0
## 590      CBlock       Gd       Gd           No          ALQ        583
## 591        Slab     None     None         None         None          0
## 592      CBlock       TA       TA           No          Unf          0
## 593      CBlock       TA       TA           No          BLQ        528
## 594       PConc       TA       TA           No          Rec        120
## 595      CBlock       TA       TA           No          Rec        658
## 596      CBlock       TA       TA           No          BLQ         32
## 597      CBlock       TA       TA           No          LwQ        531
## 598      CBlock       TA       TA           No          BLQ        575
## 599      CBlock       TA       TA           No          ALQ        621
## 600      CBlock       TA       TA           No          ALQ       1053
## 601      CBlock       TA       TA           No          LwQ        958
## 602      CBlock       TA       TA           No          Rec        774
## 603      CBlock       TA       TA           No          Rec        148
## 604      CBlock       TA       TA           No          Rec        500
## 605       PConc       TA       TA           No          BLQ        624
## 606      CBlock       TA       TA           No          Unf          0
## 607      BrkTil     None     None         None         None          0
## 608      CBlock       TA       TA           No          Unf          0
## 609        Slab     None     None         None         None          0
## 610       PConc       TA       TA           No          Unf          0
## 611       PConc       TA       TA           No          Unf          0
## 612      BrkTil       TA       TA           No          Unf          0
## 613      CBlock       TA       TA           No          Rec        744
## 614      CBlock       TA       TA           No          BLQ        637
## 615      CBlock       TA       TA           Gd          GLQ        697
## 616      CBlock       Fa       TA           No          LwQ        432
## 617       PConc       TA       TA           No          BLQ        476
## 618      CBlock       TA       TA           No          BLQ        520
## 619      CBlock       TA       TA           No          ALQ        315
## 620      CBlock       TA       TA           No          Unf          0
## 621      CBlock       TA       TA           No          Rec        673
## 622      CBlock       TA       TA           Av          Unf          0
## 623      CBlock       TA       TA           Mn          GLQ        370
## 624      CBlock       TA       TA           No          Unf          0
## 625      CBlock       TA       TA           No          Unf          0
## 626       PConc       TA       TA           No          GLQ         96
## 627      BrkTil       TA       TA           No          Unf          0
## 628      BrkTil       TA       Fa           No          Unf          0
## 629      CBlock       Fa       TA           No          Unf          0
## 630      BrkTil       TA       TA           No          Unf          0
## 631       Stone       TA       TA           No          Unf          0
## 632      BrkTil       TA       TA           No          Unf          0
## 633      BrkTil       TA       TA           No          Rec        360
## 634      CBlock       TA       TA           No          Unf          0
## 635      CBlock       TA       TA           No          BLQ        590
## 636      BrkTil       TA       Gd           No          Unf          0
## 637      BrkTil       Fa       TA           No          Unf          0
## 638      CBlock       TA       TA           No          Rec        445
## 639      BrkTil       TA       TA           No          Unf          0
## 640      BrkTil       Fa       Fa           No          Unf          0
## 641      BrkTil       Fa       TA           No          Unf          0
## 642      BrkTil       TA       TA           No          BLQ        116
## 643      CBlock       TA       TA           No          Unf          0
## 644      BrkTil       TA       TA           No          Rec        234
## 645      BrkTil       Fa       TA           No          Unf          0
## 646      BrkTil       Fa       Fa           No          Unf          0
## 647      BrkTil       TA       TA           Mn          Unf          0
## 648      CBlock       TA       TA           No          Rec        200
## 649      CBlock       TA       TA           No          Unf          0
## 650      BrkTil       TA       TA           No          LwQ        406
## 651      CBlock       TA       Fa           No          Unf          0
## 652      BrkTil       TA       TA           No          Rec        175
## 653      CBlock       TA       TA           No          ALQ        600
## 654      BrkTil       TA       TA           No          Unf          0
## 655      CBlock       TA       TA           No          ALQ        521
## 656      BrkTil       TA       Fa           No          Unf          0
## 657      BrkTil       TA       TA           No          Rec        201
## 658      CBlock       TA       TA           No          LwQ        264
## 659      BrkTil       TA       TA           No          Unf          0
## 660      BrkTil       TA       TA           No          ALQ         68
## 661       PConc     None     None         None         None          0
## 662       PConc       TA       TA           No          BLQ         80
## 663      CBlock     None     None         None         None          0
## 664      BrkTil       TA       TA           Mn          Rec        300
## 665      BrkTil       TA       TA           No          LwQ        203
## 666      BrkTil       TA       TA           No          Unf          0
## 667       PConc       TA       TA           Mn          Rec        196
## 668      BrkTil       Gd       Gd           No          Unf          0
## 669      BrkTil       TA       TA           No          Unf          0
## 670      CBlock       TA       TA           No          Rec        372
## 671      BrkTil       TA       TA           No          Unf          0
## 672      BrkTil       TA       Fa           No          Unf          0
## 673      CBlock       TA       TA           No          Unf          0
## 674       PConc       TA       TA           No          Rec        121
## 675      BrkTil       Fa       TA           No          Unf          0
## 676       PConc       TA       Fa           No          Unf          0
## 677      CBlock       TA       TA           No          Unf          0
## 678      CBlock       Gd       TA           Av          ALQ        784
## 679      CBlock       TA       TA           Av          ALQ        528
## 680      CBlock       TA       TA           No          ALQ        758
## 681      CBlock       Gd       TA           Gd          ALQ        450
## 682      CBlock       TA       TA           Mn          BLQ        221
## 683       PConc       Gd       TA           Av          LwQ        104
## 684       PConc       TA       Fa           No          BLQ       1300
## 685      CBlock       TA       TA           No          GLQ        634
## 686      CBlock       TA       Gd           Gd          GLQ        776
## 687      CBlock       TA       TA           Mn          Rec        988
## 688      BrkTil       TA       TA           No          ALQ        336
## 689       PConc       Gd       TA           Av          ALQ        704
## 690      CBlock       Gd       TA           Gd          GLQ        599
## 691      CBlock       TA       TA           No          Unf          0
## 692       PConc       TA       TA           Gd          ALQ       1035
## 693      CBlock       TA       TA           Av          Rec        870
## 694       PConc       Gd       TA           Av          GLQ        864
## 695      CBlock       TA       TA           No          Rec        324
## 696       PConc       Gd       TA           No          LwQ        779
## 697       PConc       Gd       TA           No          GLQ       1271
## 698       PConc       Gd       TA           No          GLQ        355
## 699       PConc       Gd       TA           Av          Unf          0
## 700       PConc       Gd       TA           No          Unf          0
## 701       PConc       Gd       TA           Av          Unf          0
## 702       PConc       Gd       TA           Gd          GLQ       2085
## 703       PConc       Ex       TA           Av          GLQ       1153
## 704       PConc       Gd       TA           Gd          GLQ        770
## 705      CBlock       Gd       Gd           Gd          LwQ        262
## 706       PConc       Gd       TA           No          GLQ        722
## 707       PConc       Gd       TA           Gd          GLQ       1308
## 708       PConc       Gd       TA           No          GLQ        688
## 709       PConc       Gd       TA           Mn          GLQ        527
## 710       PConc       Gd       TA           No          GLQ        663
## 711      CBlock       Gd       TA           Mn          ALQ        781
## 712      CBlock       TA       TA           Av          ALQ        294
## 713      CBlock       TA       TA           No          Rec         88
## 714       PConc       Gd       TA           No          Unf          0
## 715       PConc       Gd       TA           Mn          GLQ       1194
## 716       PConc       Ex       TA           Gd          GLQ       1538
## 717       PConc       Gd       TA           No          Unf          0
## 718       PConc       Gd       TA           Av          Unf          0
## 719       PConc       Gd       TA           Mn          GLQ        662
## 720       PConc       Gd       TA           Gd          GLQ       1593
## 721       PConc       Gd       TA           Mn          GLQ         24
## 722       PConc       Gd       TA           No          GLQ         56
## 723       PConc       Gd       TA           Av          GLQ         24
## 724      CBlock       TA       TA           No          Rec        609
## 725      CBlock       Gd       Gd           Gd          ALQ        456
## 726      CBlock       TA     None           No          BLQ       1033
## 727      CBlock       TA       TA           Av          ALQ        368
## 728      CBlock       TA       TA           Av          ALQ        288
## 729        Slab     None     None         None         None          0
## 730       PConc     None     None         None         None          0
## 731        Slab     None     None         None         None          0
## 732      CBlock       TA       TA           Av          ALQ        784
## 733       PConc       TA       TA           No          Unf          0
## 734        Slab     None     None         None         None          0
## 735      CBlock       Gd       TA           No          Rec        767
## 736      CBlock       Ex       TA           Av          Unf          0
## 737       PConc       TA       TA           No          ALQ        224
## 738      BrkTil       TA       TA           No          Unf          0
## 739      BrkTil       TA       TA           No          ALQ        281
## 740      BrkTil       TA       TA           No          BLQ        379
## 741      BrkTil       Gd       TA           No          Unf          0
## 742       PConc       Fa       TA           No          ALQ        406
## 743      BrkTil       TA       TA           No          Unf          0
## 744      CBlock       TA       TA           No          BLQ        606
## 745      BrkTil       TA       TA           No          Unf          0
## 746       PConc       TA       TA           No          Rec        500
## 747       PConc       TA       Fa           No          LwQ        210
## 748      CBlock       TA       Gd           No          GLQ        435
## 749       PConc       TA       TA           No          Rec       1116
## 750      CBlock       Gd       TA           No          GLQ        366
## 751      BrkTil       TA       TA           No          Rec        299
## 752      CBlock       Fa       TA           No          Unf          0
## 753      CBlock       Gd       TA           No          Unf          0
## 754      CBlock       Gd       TA           Mn          Rec        257
## 755      BrkTil       TA       TA           No          Unf          0
## 756      CBlock       TA       TA           No          ALQ        330
## 757        Slab     None     None         None         None          0
## 758       Stone     None       Fa           No          Unf          0
## 759       PConc     None       TA           No          Unf          0
## 760       Stone       Fa       Fa           Mn          Unf          0
## 761       PConc       Ex       TA           Gd          GLQ       1476
## 762       PConc       Ex       TA           Gd          GLQ       1474
## 763       PConc       Ex       TA           Mn          GLQ        700
## 764       PConc       Gd       TA           Mn          Unf          0
## 765      CBlock     None     None         None         None          0
## 766       PConc       Gd       TA           No          ALQ       1383
## 767      CBlock       Gd       TA           Av          GLQ        893
## 768       PConc       Ex       TA           Gd          GLQ       1036
## 769       PConc       Gd       TA           Av          GLQ        770
## 770       PConc       Gd       TA           No          Unf          0
## 771       PConc       Gd       TA           Av          Unf          0
## 772      CBlock       Gd       TA           No          Unf          0
## 773      CBlock       Gd       Gd           Av          GLQ        920
## 774       PConc       Ex       TA           Av          GLQ       1029
## 775       PConc       Ex       TA           Mn          GLQ       1223
## 776       PConc       Gd       TA           Av          GLQ       1011
## 777       PConc       Ex       TA           Av          GLQ       1571
## 778       PConc       Gd       Gd           Gd          GLQ       1309
## 779       PConc       Gd       TA           No          Unf          0
## 780       PConc       Ex       TA           No          GLQ        864
## 781      CBlock       Gd       TA           Av          ALQ        865
## 782       PConc       Gd       TA           No          GLQ        769
## 783       PConc       Gd       TA           No          ALQ        318
## 784      CBlock       Gd       TA           Av          GLQ        501
## 785      CBlock       Gd       TA           Gd          GLQ        437
## 786      CBlock       TA       TA           No          ALQ        785
## 787      CBlock       TA       TA           No          GLQ        358
## 788      CBlock       TA       TA           No          GLQ        534
## 789      CBlock       TA       TA           No          GLQ        638
## 790      CBlock       TA       TA           No          ALQ        647
## 791      BrkTil       TA       TA           No          Unf          0
## 792      CBlock       TA       TA           No          BLQ        838
## 793       PConc       Gd       TA           No          Unf          0
## 794       PConc       Gd       TA           No          LwQ        186
## 795       PConc       Gd       TA           No          ALQ        871
## 796       PConc       Gd       TA           No          Rec        414
## 797       PConc       Gd       TA           No          Unf          0
## 798       PConc       Gd       TA           No          Unf          0
## 799       PConc       Gd       TA           No          Unf          0
## 800      CBlock       TA       TA           Av          BLQ        550
## 801      CBlock       Gd       TA           Gd          GLQ        248
## 802       PConc       Gd       TA           Gd          GLQ        926
## 803       PConc       Ex       TA           Mn          GLQ        986
## 804       PConc       Ex       TA           Av          GLQ       1101
## 805      CBlock       Gd       TA           Gd          ALQ       1047
## 806       PConc       Ex       TA           Gd          GLQ        797
## 807       PConc       Ex       Gd           Gd          GLQ       1558
## 808       PConc       Ex       TA           Gd          GLQ       1152
## 809      CBlock       Gd       TA           No          GLQ        256
## 810      CBlock       Gd       TA           No          ALQ        321
## 811      CBlock       Gd       TA           No          GLQ       1328
## 812      CBlock       Gd       TA           No          ALQ        758
## 813      CBlock       Gd       TA           No          ALQ        781
## 814      CBlock       Gd       TA           No          GLQ        903
## 815      CBlock       TA       TA           Mn          ALQ        492
## 816      CBlock       Gd       TA           Gd          GLQ        624
## 817      CBlock       TA       TA           No          ALQ        931
## 818      CBlock       TA       TA           No          ALQ        566
## 819      CBlock       TA       TA           No          ALQ         81
## 820      BrkTil       TA       TA           No          ALQ        314
## 821       PConc       Gd       TA           Mn          Unf          0
## 822       PConc       Gd       TA           No          GLQ        930
## 823      CBlock       TA       TA           No          ALQ        312
## 824      CBlock       TA       TA           No          Unf          0
## 825      CBlock       Gd       TA           No          GLQ        632
## 826      CBlock       TA       TA           No          BLQ        725
## 827       PConc       Ex       TA           Gd          GLQ       1151
## 828       PConc       Ex       TA           Mn          Unf          0
## 829       PConc       Gd       TA           Gd          GLQ       1518
## 830       PConc       Ex       TA           Gd          GLQ       1304
## 831       PConc       Ex       TA           No          Unf          0
## 832       PConc       Ex       TA           Gd          GLQ       1430
## 833       PConc       Ex       TA           Gd          GLQ       1812
## 834       PConc       Ex       TA           Gd          Unf          0
## 835       PConc       Ex       TA           Av          GLQ       1684
## 836       PConc       Gd       TA           No          Unf          0
## 837       PConc       Ex       TA           Gd          GLQ        778
## 838       PConc       Ex       TA           Gd          Unf          0
## 839       PConc       Gd       TA           Av          Unf          0
## 840       PConc       Ex       TA           Mn          GLQ        938
## 841       PConc       Ex       TA           Av          GLQ        669
## 842       PConc       Gd       TA           Mn          GLQ       1178
## 843       PConc       Gd       TA           No          GLQ        119
## 844       PConc       Gd       TA           No          Unf          0
## 845       PConc       Gd       TA           Av          ALQ        866
## 846       PConc       Gd       TA           Av          ALQ       1030
## 847       PConc       Gd       TA           Av          ALQ        762
## 848       PConc       Gd       Gd           Mn          GLQ         24
## 849       PConc       Ex       TA           No          GLQ        848
## 850       PConc       Gd       TA           No          GLQ         24
## 851       PConc       Gd       TA           No          GLQ       1000
## 852      CBlock       Gd       TA           No          Unf          0
## 853       PConc       Gd       TA           No          Unf          0
## 854       PConc       Gd       TA           No          Unf          0
## 855       PConc       Gd       TA           No          Unf          0
## 856       PConc       Gd       TA           No          Unf          0
## 857       PConc       Gd       TA           Av          GLQ        918
## 858       PConc       Gd       TA           Av          Unf          0
## 859       PConc       Gd       TA           No          Unf          0
## 860       PConc       Gd       TA           No          Unf          0
## 861       PConc       Gd       TA           Gd          GLQ       1084
## 862       PConc       Gd       TA           Av          Unf          0
## 863       PConc       Gd       TA           Gd          GLQ        779
## 864       PConc       Gd       TA           No          GLQ        192
## 865       PConc       Gd       TA           Av          Unf          0
## 866       PConc       Gd       TA           No          Unf          0
## 867       PConc       Gd       TA           No          Unf          0
## 868       PConc       Gd       TA           No          GLQ        574
## 869       PConc       Gd       TA           No          GLQ        520
## 870       PConc       Gd       TA           No          Unf          0
## 871       PConc       Gd       TA           Av          GLQ       1181
## 872       PConc       Ex       TA           Gd          GLQ        672
## 873       PConc       Gd       TA           No          GLQ       1048
## 874       PConc       Gd       TA           No          Unf          0
## 875       PConc       Ex       TA           No          GLQ        335
## 876       PConc       Gd       TA           No          GLQ       1225
## 877       PConc       Gd       TA           No          Unf          0
## 878       PConc       Gd       TA           No          GLQ       1220
## 879       PConc       Gd       TA           Mn          GLQ         28
## 880       PConc       Ex       TA           Av          GLQ       1572
## 881       PConc       Gd       TA           No          Unf          0
## 882       PConc       Gd       TA           Av          GLQ        769
## 883       PConc       Gd       Gd           Av          GLQ        778
## 884       PConc       Gd       TA           No          Unf          0
## 885       PConc       Gd       TA           No          Unf          0
## 886       PConc       Gd       TA           No          GLQ         24
## 887       PConc       Gd       TA           No          Unf          0
## 888       PConc       Gd       TA           Av          GLQ        350
## 889      CBlock       Gd       TA         None          Unf          0
## 890       PConc       Ex       TA           Av          GLQ        745
## 891       PConc       Gd       TA           Mn          Unf          0
## 892       PConc       Gd       TA           Av          Unf          0
## 893       PConc       Gd       TA           Av          Unf          0
## 894       PConc       Gd       TA           No          Unf          0
## 895       PConc       Gd       Gd           No          Unf          0
## 896       PConc       Gd       TA           No          GLQ        729
## 897       PConc       Gd       TA           No          Unf          0
## 898       PConc       Gd       TA           No          ALQ        480
## 899      CBlock       TA       TA           No          Unf          0
## 900      CBlock       Gd       TA           No          LwQ        138
## 901      CBlock       TA       TA           No          Rec        812
## 902       PConc       Gd       TA           No          GLQ        727
## 903      CBlock       Fa       TA           Gd          ALQ        787
## 904      CBlock       Gd       TA           Mn          ALQ        968
## 905       PConc       Gd       TA           Av          GLQ        851
## 906       PConc       Gd       TA           No          GLQ         60
## 907       PConc       Gd       TA           No          GLQ         60
## 908       PConc       Ex       Gd           No          GLQ        937
## 909       PConc       Gd       TA           No          Unf          0
## 910       PConc       Gd       TA           No          GLQ        565
## 911       PConc       Gd       TA           No          GLQ        417
## 912       PConc       Gd       TA           No          Unf          0
## 913       PConc       Ex       TA           No          GLQ        964
## 914       PConc       Ex       TA           Mn          GLQ        901
## 915       PConc       Gd       TA           Gd          LwQ        457
## 916      CBlock       Gd       TA           No          GLQ       1732
## 917      CBlock       Gd       TA           Gd          ALQ       1632
## 918      CBlock       TA       TA           No          Unf          0
## 919      CBlock       TA       TA           No          Rec        915
## 920       PConc       Gd       TA           Av          BLQ        973
## 921       PConc       Gd       TA           No          ALQ        910
## 922      CBlock       TA       TA           No          BLQ        346
## 923       PConc       Gd       TA           No          Unf          0
## 924       PConc       Gd       TA           No          GLQ        819
## 925      CBlock       TA       TA           No          ALQ        792
## 926      CBlock       TA       TA           No          BLQ        617
## 927      CBlock       TA       TA           No          ALQ        474
## 928        Slab     None     None         None         None          0
## 929      CBlock       TA       TA           No          Rec        438
## 930      CBlock       TA       TA           No          ALQ        311
## 931      CBlock       TA       TA           No          ALQ        700
## 932      CBlock       TA       TA           No          Unf          0
## 933      CBlock       TA       TA           No          BLQ        654
## 934      CBlock       TA       TA           Gd          GLQ        494
## 935      CBlock       TA       TA           No          ALQ        414
## 936      CBlock       TA       TA           No          ALQ         54
## 937      CBlock       TA       TA           Mn          ALQ       1386
## 938       PConc       TA       TA           No          LwQ        130
## 939      CBlock       Fa       Fa           No          LwQ        299
## 940      CBlock       TA       TA           No          LwQ        144
## 941      CBlock       TA       TA           No          BLQ        150
## 942      CBlock       TA       TA           No          BLQ        368
## 943      CBlock       TA       TA           No          Unf          0
## 944      CBlock       TA       TA           Av          GLQ        602
## 945      CBlock       TA       TA           Av          ALQ        600
## 946      CBlock       TA       TA           No          ALQ        873
## 947      CBlock       TA       TA           No          GLQ        908
## 948      CBlock       TA       TA           No          ALQ        288
## 949      CBlock       TA       TA           No          Unf          0
## 950      CBlock       TA       TA           No          BLQ        668
## 951      CBlock       TA       TA           No          Rec        512
## 952      CBlock       TA       TA           Av          Rec        780
## 953      CBlock       TA       TA           No          Rec        288
## 954      CBlock       TA       TA           No          BLQ        408
## 955      CBlock       TA       TA           No          Unf          0
## 956      CBlock       TA       TA           No          ALQ        441
## 957      CBlock       TA       TA           No          Rec         85
## 958      CBlock       TA       TA           No          Rec        114
## 959       PConc       TA       TA           No          Rec        150
## 960      CBlock       TA       TA           No          BLQ        793
## 961      CBlock       TA       TA           No          BLQ        595
## 962      CBlock       TA       TA           No          Rec        292
## 963      CBlock       Fa       TA           No          Unf          0
## 964      CBlock       TA       Fa           No          LwQ        198
## 965      BrkTil       TA       Fa           No          Unf          0
## 966      CBlock       TA       TA           Mn          ALQ       1030
## 967      CBlock       Gd       TA           Av          Unf          0
## 968      CBlock       TA       TA           Av          Rec        242
## 969      CBlock       TA       TA           No          ALQ        192
## 970      CBlock       TA       TA           Mn          Rec        952
## 971      CBlock       TA       TA           No          LwQ        432
## 972      CBlock       TA       TA           No          GLQ        574
## 973      CBlock       TA       TA           No          Rec        625
## 974      CBlock       TA       TA           No          Rec        739
## 975      CBlock       TA       TA           No          BLQ       1098
## 976        Slab     None     None         None         None          0
## 977      CBlock       TA       TA           No          ALQ        110
## 978      CBlock       TA       TA           Av          ALQ        734
## 979      BrkTil       TA       TA           No          Unf          0
## 980      BrkTil       TA       TA           No          Rec        276
## 981       PConc       Fa       Fa           No          LwQ        782
## 982      BrkTil       TA       TA           No          Unf          0
## 983      CBlock       TA       TA           No          Unf          0
## 984      BrkTil       TA       Fa           No          BLQ        130
## 985      BrkTil       Fa       TA           No          LwQ        122
## 986       PConc       TA       TA           No          Unf          0
## 987      BrkTil       TA       TA           No          Unf          0
## 988      BrkTil       TA       TA           No          LwQ        196
## 989      BrkTil       TA       TA           No          BLQ        168
## 990      CBlock       Gd       Gd           No          BLQ        259
## 991      BrkTil       TA       Fa           No          Rec        316
## 992       PConc       TA       TA           No          Unf          0
## 993      CBlock     None     None         None         None          0
## 994        Slab     None     None         None         None          0
## 995       PConc       TA       TA           No          LwQ        317
## 996      CBlock       Fa       TA           No          Rec        910
## 997      CBlock       TA       TA           No          Rec        306
## 998      CBlock       TA       TA           Mn          Rec        276
## 999      BrkTil       TA       TA           No          Unf          0
## 1000     BrkTil       TA       TA           No          LwQ         52
## 1001     BrkTil       TA       TA           No          Rec         48
## 1002     BrkTil       TA       TA           No          Unf          0
## 1003     BrkTil       TA       TA           No          ALQ        351
## 1004     CBlock       TA       TA           No          Unf          0
## 1005      PConc       TA       TA           No          Unf          0
## 1006      PConc       Fa       TA           No          Unf          0
## 1007     BrkTil       TA       TA           No          Rec        336
## 1008     CBlock       TA       TA           No          Unf          0
## 1009     CBlock       TA       TA           No          Unf          0
## 1010     CBlock       TA       TA           No          BLQ        375
## 1011     CBlock       TA       TA           No          LwQ        354
## 1012     CBlock       TA       Fa           No          LwQ        375
## 1013     BrkTil       Fa       TA           No          Rec        681
## 1014     CBlock       TA       Fa           No          Unf          0
## 1015     CBlock       TA       TA           No          ALQ        288
## 1016     CBlock       TA       TA           No          ALQ        485
## 1017     CBlock       Gd       TA           Av          ALQ        925
## 1018     CBlock       Gd       TA           Av          BLQ        785
## 1019     CBlock       TA       TA           No          Rec        513
## 1020     CBlock       TA       TA           Gd          LwQ         68
## 1021     CBlock       TA       TA           Av          Rec        249
## 1022     CBlock       Gd       TA           Av          GLQ        748
## 1023     CBlock       TA       TA           Mn          Rec        168
## 1024     CBlock       TA       TA           No          LwQ        114
## 1025     CBlock       TA       TA           No          Rec        216
## 1026     CBlock       TA       TA           No          Rec        386
## 1027     CBlock       Gd       TA           No          BLQ        267
## 1028     BrkTil       TA       TA           No          ALQ        258
## 1029     CBlock       TA       TA           No          Rec        736
## 1030     CBlock       TA       TA           Mn          Rec        190
## 1031       Slab     None     None         None         None          0
## 1032      PConc       Gd       TA           No          BLQ        299
## 1033     CBlock       TA       Gd           Mn          BLQ        300
## 1034     CBlock       TA       TA           No          Rec        587
## 1035     CBlock       TA       TA           No          Unf          0
## 1036     CBlock       Gd       Fa           No          LwQ        353
## 1037     CBlock       TA       TA           No          BLQ        491
## 1038     CBlock       TA       TA           No          Rec        453
## 1039       Slab     None     None         None         None          0
## 1040     CBlock       TA       TA           No          LwQ        283
## 1041     CBlock       Fa       TA           No          ALQ        557
## 1042      PConc       TA       TA           Mn          LwQ       1080
## 1043     BrkTil       TA       Fa           No          Unf          0
## 1044     CBlock       TA       TA           No          Unf          0
## 1045      PConc       Gd       Gd           No          GLQ        497
## 1046      PConc       Gd       TA           Av          Unf          0
## 1047      PConc       Gd       TA           Av          Unf          0
## 1048      PConc       Gd       TA           Av          Unf          0
## 1049      PConc       Gd       TA           Mn          GLQ         20
## 1050      PConc       Gd       TA           No          GLQ         36
## 1051      PConc       Gd       TA           No          Unf          0
## 1052      PConc       Gd       TA           Gd          Unf          0
## 1053      PConc       Gd       TA           No          GLQ        608
## 1054     CBlock       Gd       Gd           Gd          LwQ         51
## 1055      PConc       Gd       TA           No          ALQ        550
## 1056      PConc       Gd       TA           No          GLQ        539
## 1057      PConc       Gd       Gd           No          GLQ        420
## 1058      PConc       Gd       TA           No          ALQ        549
## 1059      PConc       Gd       TA           Gd          GLQ        342
## 1060      PConc       Gd       TA           No          GLQ        638
## 1061      PConc       Gd       TA           No          Unf          0
## 1062      PConc       Gd       TA           No          GLQ        841
## 1063     CBlock       Gd       TA           Av          BLQ        663
## 1064     CBlock       Gd       TA           Av          GLQ        502
## 1065     CBlock       TA     None           Av          ALQ        755
## 1066     CBlock       Gd       TA           Av          ALQ        539
## 1067     CBlock       Gd       TA           Av          Rec         60
## 1068     CBlock       TA       TA           No          BLQ        330
## 1069     CBlock       TA       TA           No          ALQ        671
## 1070     CBlock       TA       TA           No          Rec        385
## 1071      PConc       TA       TA           Gd          GLQ       1412
## 1072      PConc       Gd       TA           No          GLQ        654
## 1073      PConc       Gd       TA           No          Unf          0
## 1074      PConc       Gd       TA           Gd          BLQ        408
## 1075      PConc       Gd       TA           Mn          GLQ       1198
## 1076      PConc       Gd       TA           Mn          GLQ        762
## 1077      PConc       Gd       TA           Gd          GLQ        915
## 1078      PConc       Gd       TA           No          Unf          0
## 1079      PConc       Gd       TA           Av          GLQ        709
## 1080      PConc       Gd       TA           No          Unf          0
## 1081      PConc       Gd       TA           No          Unf          0
## 1082      PConc       Gd       TA           Mn          Unf          0
## 1083     CBlock       Gd       TA           Gd          ALQ        936
## 1084     CBlock       TA       TA           No          BLQ        132
## 1085     CBlock       TA       TA           No          ALQ        130
## 1086     CBlock       TA       TA           No          Unf          0
## 1087     CBlock       TA       TA           Av          GLQ        504
## 1088       Slab     None     None         None         None          0
## 1089      PConc       Gd       Gd           No          GLQ        611
## 1090      PConc       Ex       TA           Gd          GLQ       4010
## 1091      PConc       Gd       TA           Gd          GLQ        467
## 1092     CBlock       TA       TA           Av          Rec         77
## 1093      PConc     None     None         None         None          0
## 1094     CBlock       TA       TA           No          Unf          0
## 1095     BrkTil       TA       TA           No          LwQ        144
## 1096     CBlock       TA       TA           No          BLQ        544
## 1097     CBlock       TA       TA           No          ALQ        682
## 1098      PConc       TA       TA           Mn          Rec        371
## 1099      PConc       TA       TA           Mn          BLQ        319
## 1100     BrkTil       TA       TA           No          BLQ        113
## 1101     BrkTil       Gd       TA           No          GLQ        246
## 1102     BrkTil       TA       TA           No          Unf          0
## 1103     BrkTil       TA       TA           No          Unf          0
## 1104     BrkTil       TA       TA           No          Unf          0
## 1105     CBlock     None     None         None         None          0
## 1106     BrkTil       TA       Gd           No          GLQ        189
## 1107     CBlock       TA       Fa           No          LwQ        533
## 1108     CBlock       TA       Gd           Mn          LwQ        540
## 1109      PConc       Gd       TA           No          BLQ        813
## 1110     CBlock       Gd       TA           No          GLQ        330
## 1111      PConc       Gd       TA           No          Unf          0
## 1112     CBlock       Gd       TA           Gd          GLQ        577
## 1113     CBlock       Gd       TA           No          Rec        434
## 1114     CBlock       Gd       TA           No          Unf          0
## 1115     BrkTil       TA       TA           No          ALQ        375
## 1116     BrkTil       TA       Po           No          Unf          0
## 1117     BrkTil       Gd       TA           No          ALQ        548
## 1118     BrkTil       TA       TA           No          Unf          0
## 1119     BrkTil     None     None         None         None          0
## 1120     CBlock       TA       TA           No          Unf          0
## 1121     CBlock       TA       TA           No          GLQ        967
## 1122     BrkTil       TA       TA           No          ALQ        737
## 1123      PConc       Gd       TA           Gd          GLQ       1573
## 1124     CBlock       Gd       TA           Av          GLQ       1001
## 1125      PConc       Gd       TA           No          GLQ        585
## 1126      PConc       Gd       TA           No          GLQ       1392
## 1127      PConc       Gd       TA           No          GLQ       1239
## 1128     CBlock       TA       TA           Av          Rec        224
## 1129     CBlock       Gd       TA           Av          ALQ        924
## 1130     BrkTil       Gd       TA           Av          GLQ        949
## 1131     CBlock       TA       TA           No          Unf          0
## 1132      PConc       Gd       TA           No          Unf          0
## 1133      PConc       Gd       TA           Av          GLQ        583
## 1134     CBlock       Gd       TA           No          ALQ        215
## 1135      PConc       Ex       TA           Mn          GLQ        250
## 1136      PConc       Gd       TA           Av          GLQ       1329
## 1137      PConc       Ex       TA           No          Unf          0
## 1138      PConc       Gd       TA           Gd          GLQ        766
## 1139      PConc       Ex       TA           Gd          Unf          0
## 1140     CBlock     None     None         None         None          0
## 1141      PConc       Ex       TA           Av          Rec         16
## 1142     CBlock       TA       TA           No          BLQ        252
## 1143     CBlock       Gd       TA           Av          GLQ        503
## 1144     CBlock       TA       TA           No          ALQ        384
## 1145     CBlock       TA       TA           No          Unf          0
## 1146      PConc       Gd       TA           Av          GLQ        923
## 1147      PConc       Gd       TA           Gd          GLQ       1148
## 1148      PConc       TA       TA           Mn          ALQ       1112
## 1149      PConc       Gd       TA           No          Rec        531
## 1150     CBlock       Gd       TA           Av          GLQ        796
## 1151     CBlock       TA       TA           No          BLQ        811
## 1152      PConc       Gd       TA           No          LwQ       1090
## 1153     CBlock       Gd       TA           No          ALQ        596
## 1154     CBlock       TA       TA           No          ALQ        516
## 1155     CBlock       TA       TA           No          BLQ        468
## 1156     CBlock       TA       TA           No          Rec        773
## 1157     CBlock       TA       TA           Mn          Rec       1127
## 1158     CBlock       Gd       TA           Gd          ALQ       1110
## 1159     CBlock       TA       TA           Mn          Unf          0
## 1160      PConc       TA       TA           No          GLQ        700
## 1161      PConc       Gd       TA           No          Unf          0
## 1162      PConc       Gd       TA           No          Unf          0
## 1163      PConc       Gd       TA           No          Unf          0
## 1164      PConc       Gd       TA           Av          GLQ         60
## 1165      PConc       Gd       TA           No          Unf          0
## 1166      PConc       Gd       TA           No          GLQ        705
## 1167     CBlock       Gd       TA           No          Unf          0
## 1168      PConc       Ex       TA           Gd          GLQ       1218
## 1169      PConc       Ex       TA           Gd          Unf          0
## 1170      PConc       Ex       Gd           Gd          GLQ        205
## 1171      PConc       Ex       TA           No          GLQ       1206
## 1172      PConc       Ex       TA           Av          Unf          0
## 1173      PConc       Ex       TA           Gd          GLQ       1191
## 1174      PConc       Ex       TA           Gd          GLQ       1416
## 1175     CBlock       Gd       TA           Av          GLQ        850
## 1176     CBlock       TA       TA           No          Unf          0
## 1177     CBlock       Ex       TA           Gd          GLQ       1005
## 1178      PConc       Gd       TA           No          ALQ        788
## 1179     CBlock       TA       Fa           No          ALQ        548
## 1180     CBlock       TA       TA           No          ALQ        755
## 1181     CBlock       TA       TA           No          Rec         20
## 1182      PConc       Gd       TA           No          GLQ        951
## 1183     CBlock       TA       TA           No          Unf          0
## 1184     CBlock       TA       TA           No          LwQ        402
## 1185     CBlock       TA       TA           No          ALQ        282
## 1186     CBlock       TA       TA           No          ALQ        276
## 1187     CBlock       TA       TA           No          BLQ        382
## 1188     CBlock       Gd       TA           No          ALQ        727
## 1189     CBlock       TA       TA           Mn          ALQ        373
## 1190     CBlock       TA       TA           No          ALQ        120
## 1191     CBlock       Gd       TA           No          ALQ         70
## 1192      PConc       Ex       Gd           No          GLQ       1369
## 1193      PConc       Gd       TA           Av          Unf          0
## 1194      PConc       Ex       Gd           No          Unf          0
## 1195      PConc       Ex       TA           Gd          GLQ       1505
## 1196      PConc       Gd       TA           Av          Unf          0
## 1197      PConc       Ex       Gd           Av          GLQ       1290
## 1198      PConc       Ex       TA           Av          Unf          0
## 1199      PConc       Ex       TA           Gd          Unf          0
## 1200      PConc       Ex       TA           Av          GLQ        880
## 1201      PConc       Ex       TA           Gd          GLQ       1232
## 1202      PConc       Ex       TA           Gd          GLQ       1383
## 1203      PConc       Gd       TA           No          GLQ        994
## 1204      PConc       Ex       TA           No          GLQ        472
## 1205      PConc       Ex       Gd           No          GLQ       1023
## 1206      PConc       Ex       Gd           No          GLQ        415
## 1207      PConc       Gd       TA           No          Unf          0
## 1208      PConc       Gd       TA           No          Unf          0
## 1209      PConc       Gd       TA           Av          Unf          0
## 1210      PConc       Gd       TA           Av          Unf          0
## 1211      PConc       Gd       TA           No          Unf          0
## 1212      PConc       Gd       TA           Av          GLQ        453
## 1213      PConc       Gd       TA           Av          GLQ       1038
## 1214      PConc       Gd       TA           No          GLQ       1059
## 1215      PConc       Gd       TA           Gd          GLQ         16
## 1216      PConc       Gd       TA           Av          Unf          0
## 1217      PConc       Gd       TA           No          ALQ        732
## 1218      PConc       Gd       TA           No          Unf          0
## 1219      PConc       Gd       TA           No          GLQ        791
## 1220      PConc       Gd       TA           Mn          GLQ        505
## 1221      PConc       Ex       TA           Av          GLQ       1182
## 1222      PConc       Gd       TA           No          ALQ        527
## 1223      PConc       Ex       TA           Gd          Rec        292
## 1224      PConc       Gd       TA           Gd          GLQ        380
## 1225      PConc       Gd       TA           No          LwQ        247
## 1226      PConc       Gd       Gd           No          Unf          0
## 1227      PConc       Ex       Gd           No          GLQ       1562
## 1228      PConc       Gd       TA           No          Unf          0
## 1229      PConc       Gd       TA           No          GLQ         24
## 1230      PConc       Ex       TA           No          GLQ       1836
## 1231      PConc       Gd       TA           No          Unf          0
## 1232      PConc       TA       TA           Mn          GLQ         24
## 1233      PConc       Gd       TA           Av          Unf          0
## 1234      PConc       Gd       TA           No          Unf          0
## 1235      PConc       Gd       TA           No          Unf          0
## 1236      PConc       Gd       TA           No          Unf          0
## 1237      PConc       Gd       TA           No          Unf          0
## 1238      PConc       Gd       TA           No          ALQ        758
## 1239      PConc       Gd       TA           No          GLQ        904
## 1240      PConc       Gd       TA           No          GLQ        278
## 1241      PConc       Gd       TA           No          ALQ        274
## 1242     CBlock       TA       TA           No          LwQ         36
## 1243     CBlock     None     None         None         None          0
## 1244     CBlock       TA       TA           No          BLQ        612
## 1245     CBlock       TA       TA           No          Rec        554
## 1246     CBlock       TA       TA           No          BLQ        162
## 1247      PConc       TA       TA           No          ALQ        181
## 1248     CBlock       TA       TA           No          Rec        712
## 1249     CBlock       TA       TA           No          ALQ        644
## 1250     CBlock       TA       TA           Mn          Rec        659
## 1251     CBlock       Gd       TA           Gd          ALQ       1023
## 1252      PConc       Ex       TA           Gd          GLQ       1118
## 1253      PConc       Gd       TA           No          Unf          0
## 1254      PConc       Gd       TA           No          Unf          0
## 1255      PConc       Gd       TA           No          GLQ        353
## 1256      PConc       Gd       TA           No          Unf          0
## 1257      PConc       Gd       TA           No          Unf          0
## 1258      PConc       Gd       TA           No          Unf          0
## 1259     CBlock       Gd       TA           No          GLQ        962
## 1260     CBlock       TA       TA           No          BLQ        553
## 1261     CBlock       TA       TA           No          ALQ        758
## 1262     CBlock       Gd       Fa           Mn          ALQ        361
## 1263     CBlock       TA       TA           Av          ALQ        760
## 1264     CBlock       Gd       TA           Gd          GLQ        744
## 1265     CBlock       TA       TA           No          BLQ        799
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1             LwQ        144       270         882    GasA        TA          Y
## 2             Unf          0       406        1329    GasA        TA          Y
## 3             Unf          0       137         928    GasA        Gd          Y
## 4             Unf          0       324         926    GasA        Ex          Y
## 5             Unf          0      1017        1280    GasA        Ex          Y
## 6             Unf          0       763         763    GasA        Gd          Y
## 7             Unf          0       233        1168    GasA        Ex          Y
## 8             Unf          0       789         789    GasA        Gd          Y
## 9             Unf          0       663        1300    GasA        Gd          Y
## 10            Rec         78         0         882    GasA        TA          Y
## 11            BLQ          0       354        1405    GasA        Ex          Y
## 12            Unf          0       327         483    GasA        TA          Y
## 13            Unf          0       225         525    GasA        TA          Y
## 14            Unf          0       341         855    GasA        TA          Y
## 15            Unf          0       836         836    GasA        Ex          Y
## 16            Unf          0      1590        1590    GasA        Ex          Y
## 17            Unf          0      1544        1544    GasA        Ex          Y
## 18            Unf          0      1588        1698    GasA        Ex          Y
## 19            Unf          0      1794        1822    GasA        Ex          Y
## 20            Unf          0      1473        2846    GasA        Ex          Y
## 21            Unf          0      1093        1671    GasA        Ex          Y
## 22            Unf          0      1346        1370    GasA        Ex          Y
## 23            Unf          0      1324        1324    GasA        Ex          Y
## 24            Unf          0      1129        1145    GasA        Ex          Y
## 25            Unf          0        58         384    GasA        Ex          Y
## 26            Unf          0       847         847    GasA        Ex          Y
## 27            Unf          0      1629        1629    GasA        Ex          Y
## 28            Unf          0      1595        1595    GasA        Ex          Y
## 29            Unf          0      1218        1218    GasA        Ex          Y
## 30            Unf          0        54        1468    GasA        Ex          Y
## 31            Unf          0       831         831    GasA        Ex          Y
## 32            Unf          0       816         816    GasA        TA          N
## 33            GLQ        859       223        1208    GasA        Ex          Y
## 34            GLQ        981         0        1231    GasA        Ex          Y
## 35            Unf          0       261        1390    GasA        Ex          Y
## 36            Unf          0       190        1488    GasA        Ex          Y
## 37            Unf          0       840         840    GasA        Ex          Y
## 38            Unf          0       320         600    GasA        Ex          Y
## 39            ALQ         42       190         600    GasA        Ex          Y
## 40            Unf          0       224         600    GasA        Ex          Y
## 41            Unf          0       290         756    GasA        Ex          Y
## 42            Unf          0       286         530    GasA        Ex          Y
## 43            Unf          0       610        1642    GasA        Ex          Y
## 44            Unf          0       491         975    GasA        Ex          Y
## 45            Unf          0       659        1492    GasA        Ex          Y
## 46            Unf          0      1323        1829    GasA        Gd          Y
## 47            Unf          0       143        1280    GasA        Ex          Y
## 48            LwQ         46       491        1224    GasA        TA          Y
## 49            Unf          0       386         715    GasA        TA          Y
## 50            Unf          0       534        1232    GasA        TA          Y
## 51            Unf          0       150        1209    GasA        Gd          Y
## 52            Unf          0       500        1510    GasA        Ex          Y
## 53            Unf          0       533         533    GasA        TA          Y
## 54            Unf          0       228        1728    GasA        TA          Y
## 55            Unf          0       470        1140    GasA        Gd          Y
## 56            Unf          0       482         782    GasA        TA          Y
## 57            Unf          0       136        1080    GasA        Gd          Y
## 58            Unf          0      1604        1604    GasA        TA          Y
## 59            Unf          0       292        1480    GasA        Ex          Y
## 60            Rec        162       125        1143    GasA        TA          Y
## 61            Unf          0       270        1206    GasA        Fa          Y
## 62            Unf          0       510        1244    GasA        Ex          Y
## 63            Unf          0       832         832    GasA        TA          Y
## 64            Unf          0       525         864    GasA        TA          Y
## 65            Unf          0       324         972    GasA        TA          Y
## 66            Unf          0       456         988    GasA        TA          Y
## 67            Unf          0       576         576    GasA        Gd          Y
## 68            Rec        174       161         816    GasA        TA          Y
## 69            LwQ        350       237        1175    GasA        Ex          Y
## 70            LwQ        263       415        1395    GasA        TA          Y
## 71            Unf          0       661         709    GasA        TA          Y
## 72            Unf          0       357         936    GasA        TA          Y
## 73            Rec       1073         0        1347    GasA        Gd          Y
## 74            Unf          0       827         827    GasA        Gd          Y
## 75            Unf          0       247        1027    GasA        Ex          Y
## 76            Unf          0       832        1008    GasA        TA          Y
## 77            Unf          0       678         678    GasA        TA          N
## 78            Unf          0       930         930    GasW        TA          N
## 79            Unf          0       346         346    GasA        Ex          Y
## 80            Unf          0       840         840    Grav        Fa          N
## 81            Unf          0       455         738    GasA        Ex          Y
## 82            Unf          0       200         988    GasA        Ex          Y
## 83            Unf          0       634        1108    GasA        TA          N
## 84            Unf          0       577         765    GasA        TA          N
## 85            LwQ         12       144         608    GasA        TA          Y
## 86            Unf          0       308         572    GasA        Ex          Y
## 87            LwQ        159       316         835    GasA        TA          Y
## 88            Unf          0       480         780    GasA        TA          Y
## 89            Unf          0       252         528    GasA        Gd          Y
## 90            Unf          0       480         928    GasA        TA          Y
## 91            Unf          0       164        1124    GasA        TA          Y
## 92            Unf          0       888         888    GasA        Ex          Y
## 93            Unf          0       780         780    GasA        Ex          Y
## 94            Unf          0       662         662    GasA        Ex          Y
## 95            Unf          0       656        1422    GasA        Gd          Y
## 96            Unf          0       689         689    GasA        Gd          N
## 97            Unf          0       186        1212    GasA        TA          N
## 98            Unf          0       232         600    GasA        Ex          N
## 99            Unf          0       634         707    GasW        TA          N
## 100           Unf          0       120         856    GasA        Gd          Y
## 101           Unf          0      1128        1832    GasA        TA          N
## 102           Rec        474       150         864    GasA        Ex          Y
## 103           Unf          0        89         864    GasA        Ex          Y
## 104           Unf          0         0        1319    GasA        TA          Y
## 105           ALQ        453         0         720    GasA        Ex          Y
## 106           Unf          0       328        1420    GasA        Gd          Y
## 107           Unf          0       660         660    GasA        TA          N
## 108           Unf          0       153        1117    GasA        Ex          Y
## 109           LwQ        684         0         972    GasA        TA          Y
## 110           Rec        387       172         663    GasA        Ex          Y
## 111           Unf          0       564         756    GasA        Ex          Y
## 112           Unf          0       218        1172    GasA        TA          Y
## 113           Unf          0       162        1508    GasA        Ex          Y
## 114           Unf          0      1250        1250    GasA        Ex          Y
## 115           Unf          0         0        1433    GasA        Ex          Y
## 116           Unf          0        86         946    GasA        Ex          Y
## 117           Unf          0      1198        1222    GasA        Ex          Y
## 118           Unf          0       676         676    GasA        TA          Y
## 119           Unf          0         0         870    GasA        Gd          Y
## 120           Unf          0       525         878    GasA        Ex          Y
## 121           Rec        688       140        1026    GasA        Ex          Y
## 122           Unf          0       396         876    GasA        TA          Y
## 123           Unf          0       296        1978    GasA        Ex          Y
## 124           Unf          0      1040        1040    GasA        Ex          Y
## 125           Unf          0       176         848    GasA        Ex          Y
## 126          None          0         0           0    GasA        TA          N
## 127           Unf          0       381         381    GasA        Ex          Y
## 128           Unf          0       126        1196    GasA        TA          Y
## 129           Unf          0       744         744    GasA        Ex          N
## 130           Unf          0       480        1008    GasA        TA          Y
## 131           Unf          0       960         960    GasA        Ex          Y
## 132           Unf          0       974        1107    GasA        Fa          N
## 133           Unf          0       618         856    GasA        TA          Y
## 134          None          0         0           0    GasA        TA          Y
## 135           Unf          0       894         894    GasA        Ex          Y
## 136           BLQ        252       850        1528    GasA        Ex          Y
## 137           Unf          0       657        1032    GasA        Ex          Y
## 138           Unf          0        80         423    GasA        Ex          Y
## 139           Unf          0       235         982    GasA        Gd          Y
## 140           Unf          0      1115        1191    GasA        Gd          Y
## 141           Unf          0         0         480    GasA        TA          Y
## 142           Unf          0       321         629    GasA        Fa          Y
## 143           Unf          0       756         756    GasA        Gd          Y
## 144           Unf          0       221        1594    GasA        Ex          Y
## 145           Unf          0       434        1049    GasA        Ex          Y
## 146           Unf          0       564        1243    GasA        TA          Y
## 147           Unf          0      1958        1958    GasA        TA          Y
## 148           Unf          0      1258        1336    GasA        Ex          Y
## 149           Unf          0      1214        1214    GasA        Ex          Y
## 150           Unf          0       384         384    GasA        Gd          Y
## 151           Unf          0      1026        1068    GasA        TA          Y
## 152           Unf          0      1430        1430    GasA        Ex          Y
## 153           Unf          0      1344        1344    GasA        Ex          Y
## 154           Unf          0        30         945    GasA        Ex          Y
## 155           Unf          0       370         546    GasA        Ex          Y
## 156           Unf          0       546         546    GasA        Ex          Y
## 157           Unf          0       252         546    GasA        TA          Y
## 158           Unf          0       395         864    GasA        Ex          Y
## 159           GLQ        590        36         833    GasA        TA          Y
## 160           Unf          0      1216        1216    GasA        Gd          Y
## 161           Unf          0       166         624    GasA        Gd          Y
## 162           Unf          0       388         864    GasA        TA          Y
## 163           LwQ        284        54        1679    GasA        Ex          Y
## 164           Unf          0       208        1152    GasA        Ex          Y
## 165           Unf          0       318         882    GasA        TA          Y
## 166           Unf          0       590        1434    GasA        TA          Y
## 167           Unf          0        98         945    GasA        Ex          Y
## 168           Unf          0       158        1008    GasA        Ex          Y
## 169           Unf          0       100         384    GasA        Gd          Y
## 170           Unf          0       243        2208    GasA        Ex          Y
## 171           Unf          0      1077        1418    GasA        Ex          Y
## 172           Unf          0       846        1587    GasA        Ex          Y
## 173           Unf          0       195         384    GasA        Gd          Y
## 174           Unf          0       476         952    GasA        Gd          Y
## 175           Unf          0       107         707    GasA        Gd          Y
## 176           Unf          0      1181        1181    GasA        Ex          Y
## 177           Unf          0       722        1122    GasA        Ex          Y
## 178           Unf          0       832         832    GasA        TA          Y
## 179           Unf          0      1064        1427    GasA        TA          Y
## 180           Unf          0       441        1043    GasA        TA          Y
## 181           Unf          0       308        1140    GasA        Gd          Y
## 182           Unf          0       304         926    GasA        Ex          Y
## 183           Unf          0      1058        1058    GasA        Ex          Y
## 184           ALQ        276       471         972    GasA        Ex          Y
## 185           LwQ        168       120        1621    GasA        TA          Y
## 186           Unf          0       228        1116    GasA        Ex          Y
## 187           Unf          0       540        1176    GasA        Fa          Y
## 188           Unf          0      1180        1180    GasA        TA          Y
## 189           Unf          0       543        1043    GasA        Ex          Y
## 190           Unf          0       138         864    GasA        TA          Y
## 191           Unf          0       624         864    GasA        Gd          Y
## 192           Unf          0       229         483    GasA        TA          Y
## 193           LwQ        294        79         483    GasA        TA          Y
## 194           Unf          0       498         804    GasA        TA          Y
## 195           LwQ        622         0        1057    GasA        TA          Y
## 196           Unf          0       466         855    GasA        TA          Y
## 197           Unf          0       484         804    GasA        TA          Y
## 198           Unf          0       576         855    GasA        TA          Y
## 199           Unf          0       300         836    GasA        TA          Y
## 200           Unf          0       220         864    GasA        Ex          Y
## 201           Unf          0       416        1776    GasA        Ex          Y
## 202           Unf          0       379        1365    GasA        Ex          Y
## 203           Unf          0       788        2020    GasA        Ex          Y
## 204           Unf          0       342        2630    GasA        Ex          Y
## 205           Unf          0      1736        1736    GasA        Ex          Y
## 206           Unf          0       251        1782    GasA        Ex          Y
## 207           Unf          0       278        1508    GasA        Ex          Y
## 208           Unf          0       724        1739    GasA        Ex          Y
## 209           Unf          0       467        1504    GasA        Ex          Y
## 210           Unf          0       632        1774    GasA        Ex          Y
## 211           Unf          0       498        1760    GasA        Ex          Y
## 212           Unf          0       480        2452    GasA        Ex          Y
## 213           Unf          0      1082        1082    GasA        Ex          Y
## 214           Unf          0      1598        1598    GasA        Gd          Y
## 215           Unf          0       522        1358    GasA        Ex          Y
## 216           Unf          0       425        1306    GasA        Ex          Y
## 217           Unf          0       474        1350    GasA        Ex          Y
## 218           Unf          0       346        2492    GasA        Ex          Y
## 219           Unf          0       643        2200    GasA        Ex          Y
## 220           Unf          0      1084        1884    GasA        Ex          Y
## 221           Unf          0      1451        1451    GasA        Ex          Y
## 222           Unf          0       516        1712    GasA        Ex          Y
## 223           Unf          0      1405        1405    GasA        Ex          Y
## 224           Unf          0       728         728    GasA        Ex          Y
## 225           Unf          0       745         745    GasA        Ex          Y
## 226           Unf          0      1204        1220    GasA        Ex          Y
## 227           Unf          0       384         384    GasA        Ex          Y
## 228           Unf          0       868         868    GasA        Ex          Y
## 229           Unf          0       846         846    GasA        Ex          Y
## 230           Unf          0       130         782    GasA        Ex          Y
## 231           Unf          0       204         698    GasA        Ex          Y
## 232           Unf          0       219         870    GasA        Ex          Y
## 233           Rec        113        30         384    GasA        Ex          Y
## 234           Unf          0       111         794    GasA        Ex          Y
## 235           Unf          0       384         384    GasA        Ex          Y
## 236           Unf          0       264        1177    GasA        Ex          Y
## 237           Unf          0       384         384    GasA        Ex          Y
## 238           Unf          0       282        1455    GasA        Ex          Y
## 239           GLQ       1526       262        2024    GasA        Ex          Y
## 240           Unf          0       254        1070    GasA        Ex          Y
## 241           Unf          0       549        1173    GasA        Ex          Y
## 242           Unf          0      1696        1696    GasA        Ex          Y
## 243           Unf          0      1614        1614    GasA        Ex          Y
## 244           Unf          0       408        1702    GasA        Ex          Y
## 245           Unf          0      1043        1422    GasA        Ex          Y
## 246           Unf          0       300        2458    GasA        Ex          Y
## 247           Unf          0      1436        1436    GasA        Ex          Y
## 248           Unf          0      1402        1402    GasA        Ex          Y
## 249           Unf          0      1530        1530    GasA        Ex          Y
## 250           Unf          0      1348        1372    GasA        Ex          Y
## 251           Unf          0       218         900    GasA        Ex          Y
## 252           Unf          0      1836        1836    GasA        Ex          Y
## 253           Unf          0       222        1652    GasA        Ex          Y
## 254           ALQ        360       422        1553    GasA        Ex          Y
## 255           Unf          0       402         812    GasA        Ex          Y
## 256           Unf          0      1218        1218    GasA        Ex          Y
## 257           Unf          0      1087        1141    GasA        Ex          Y
## 258           Unf          0      1158        1158    GasA        Ex          Y
## 259           Unf          0       835         835    GasA        Ex          Y
## 260           Rec        774       222        1512    GasA        Ex          Y
## 261           Unf          0      1114        1114    GasA        Ex          Y
## 262           Unf          0      1114        1114    GasA        Ex          Y
## 263           Unf          0       278        1114    GasA        Ex          Y
## 264           Unf          0      1450        1450    GasA        Ex          Y
## 265           Unf          0       276         913    GasA        Ex          Y
## 266           Rec        364       400         816    GasA        Ex          Y
## 267           Unf          0      1332        1332    GasA        Gd          Y
## 268           GLQ        596       122         754    GasA        Ex          Y
## 269           Unf          0       345         676    GasA        TA          Y
## 270          None          0         0           0    GasA        TA          Y
## 271           BLQ        884        28         980    GasA        Gd          Y
## 272           Unf          0       204         864    GasA        Ex          Y
## 273           Unf          0         0         864    GasA        TA          Y
## 274           Unf          0       480        1024    GasA        Gd          Y
## 275           Unf          0       288         912    GasA        Ex          Y
## 276           BLQ        590       182         912    GasA        Gd          Y
## 277           Rec         92       189        2014    GasA        Gd          Y
## 278           ALQ        216       158         975    GasA        Ex          Y
## 279           Unf          0      1376        1376    GasA        Ex          Y
## 280           Unf          0      1726        1726    GasA        Ex          Y
## 281           Unf          0       183        1145    GasA        Ex          Y
## 282           Unf          0       249         756    GasA        Ex          Y
## 283           Unf          0       142         691    GasA        Ex          Y
## 284           ALQ        136       306        1694    GasA        Ex          Y
## 285           Unf          0      1619        1740    GasA        TA          Y
## 286           Unf          0       392         392    GasA        Ex          Y
## 287           LwQ         42       150         752    GasA        TA          Y
## 288           Unf          0       932         932    GasA        Gd          Y
## 289           Rec        147       588        1288    GasA        TA          Y
## 290           Unf          0       261        1216    GasA        TA          Y
## 291           Unf          0       476         908    GasA        Ex          Y
## 292           Unf          0       216         864    GasA        TA          Y
## 293           Unf          0      1568        1568    GasA        TA          Y
## 294           Unf          0       467        1165    GasA        Gd          Y
## 295           Unf          0       270        1232    GasA        Fa          Y
## 296           Unf          0       160         894    GasA        Gd          Y
## 297           Unf          0       461         864    GasA        Ex          Y
## 298           Unf          0       265        1040    GasA        TA          Y
## 299           LwQ        201       222        1048    GasA        Fa          Y
## 300           BLQ        512       491        1313    GasA        TA          Y
## 301           Unf          0       294        1292    GasA        TA          Y
## 302           Unf          0       356         744    GasA        TA          Y
## 303           Unf          0       640        1208    GasA        Ex          Y
## 304           ALQ        247       613         960    GasA        Gd          Y
## 305           Unf          0       507        1680    GasA        TA          Y
## 306           Unf          0       141        1453    GasA        Ex          Y
## 307           Unf          0       175        1562    GasA        Gd          Y
## 308           Unf          0       313        1169    GasA        TA          Y
## 309           Unf          0       785        1329    GasA        Gd          Y
## 310           Unf          0       280         988    GasA        TA          Y
## 311           BLQ        202       565        1202    GasA        TA          Y
## 312           LwQ        483       727        1382    GasA        Gd          Y
## 313           LwQ        750       295        1200    GasA        TA          Y
## 314           Unf          0      1866        1866    GasA        Ex          Y
## 315           Unf          0       572        1062    GasA        Gd          Y
## 316           Unf          0       323         631    GasA        TA          Y
## 317           Unf          0        93         793    GasA        TA          Y
## 318           Unf          0       100        1031    GasA        Gd          Y
## 319          None          0         0           0    GasA        TA          Y
## 320           Unf          0         0         699    GasA        Ex          Y
## 321           Unf          0       810        1200    GasA        TA          Y
## 322           Unf          0       792         792    GasA        Gd          Y
## 323           Unf          0       676         676    GasA        Ex          Y
## 324           Unf          0       405         405    GasA        Gd          Y
## 325           Unf          0      1054        1054    GasA        Ex          Y
## 326           Unf          0      1313        1313    GasA        TA          Y
## 327           Unf          0       560         560    GasA        Ex          Y
## 328           Unf          0       416         416    GasA        Gd          N
## 329           Unf          0       720         720    GasA        TA          N
## 330           Unf          0       630         630    GasA        TA          Y
## 331           Unf          0      1248        1248    GasA        TA          Y
## 332           Unf          0       996        1380    GasA        Fa          Y
## 333           Rec         60       108        1040    GasA        Gd          Y
## 334           Unf          0       206         951    GasA        Gd          Y
## 335           Unf          0       559        1105    GasA        Gd          Y
## 336           Unf          0       160         160    GasA        Fa          Y
## 337           Unf          0       174         795    GasA        Gd          N
## 338           Unf          0      1041        1041    GasA        Gd          Y
## 339           BLQ        102         0         732    GasA        TA          Y
## 340           Rec         95         0         528    GasA        TA          Y
## 341           Unf          0       832         832    GasA        TA          Y
## 342           Unf          0       744         864    GasA        TA          Y
## 343           Unf          0       780         780    GasA        TA          Y
## 344           Unf          0         0         941    GasA        Gd          Y
## 345           Unf          0       219        1045    GasA        TA          Y
## 346           Unf          0       901         901    GasA        Gd          Y
## 347           Unf          0       339         972    GasA        Gd          N
## 348           Unf          0       240         240    GasA        TA          Y
## 349           Unf          0       504         504    GasA        Ex          Y
## 350           Unf          0       269         690    GasA        TA          Y
## 351           Unf          0       600         600    GasA        Gd          N
## 352           Unf          0       801         801    GasA        Gd          N
## 353           Unf          0       384         768    GasA        TA          Y
## 354           Unf          0       861         861    GasA        TA          Y
## 355          None          0         0           0    GasA        Fa          N
## 356           Unf          0       624         624    GasA        TA          Y
## 357           Unf          0       677         677    GasA        TA          Y
## 358           Unf          0       917         917    GasA        Gd          Y
## 359           Unf          0       624         624    GasA        Ex          Y
## 360           Unf          0       624         624    GasA        Ex          Y
## 361           Unf          0       972         972    GasA        Ex          Y
## 362           Unf          0       741         741    GasA        Ex          Y
## 363           Unf          0       245         245    GasA        TA          N
## 364           Unf          0      1022        1022    GasA        TA          N
## 365           Unf          0       297         297    GasA        Ex          Y
## 366           Unf          0       248         468    GasA        Gd          Y
## 367           Unf          0       960         960    GasA        Gd          Y
## 368           Unf          0       679         952    GasA        TA          Y
## 369           Unf          0       938        1072    GasA        TA          Y
## 370           Unf          0      1048        1048    GasA        Gd          Y
## 371           Unf          0       672         672    GasA        Fa          Y
## 372           Unf          0      1040        1040    GasA        TA          N
## 373           Unf          0       198         720    GasA        Fa          Y
## 374           Unf          0       483         483    GasA        Ex          Y
## 375           Unf          0       851        1020    GasA        TA          N
## 376           Unf          0      1204        1204    GasA        TA          Y
## 377           Rec         63        46         858    GasA        TA          Y
## 378           ALQ        262       160         698    GasA        Ex          Y
## 379           Unf          0       560         560    GasA        Ex          Y
## 380           Unf          0         0        1200    GasA        TA          Y
## 381           Unf          0         0        1152    GasA        TA          Y
## 382           Unf          0       585         585    GasA        TA          N
## 383           Unf          0       525        1052    GasA        TA          Y
## 384           Unf          0         0         456    GasA        TA          Y
## 385           Unf          0       552         552    GasA        TA          Y
## 386           Unf          0       550        1138    GasA        Ex          Y
## 387           Unf          0       825         825    GasA        Ex          Y
## 388          None          0         0           0    GasA        Fa          N
## 389          None          0         0           0    GasA        TA          Y
## 390           Unf          0       816        1073    GasA        TA          Y
## 391           Unf          0       405         747    GasA        Ex          Y
## 392           Unf          0       916        1089    GasW        TA          Y
## 393           ALQ        393       104        1049    GasA        TA          Y
## 394           ALQ        286       308        1054    GasA        Gd          Y
## 395           GLQ        450         0         520    GasA        Gd          Y
## 396           Unf          0       605        1079    GasA        Ex          Y
## 397          None          0         0           0    GasA        Ex          Y
## 398          None          0         0           0    GasA        TA          Y
## 399          None          0         0           0    GasA        TA          Y
## 400           Unf          0         0        1094    GasA        TA          Y
## 401          None          0         0           0    GasA        TA          Y
## 402           Unf          0       348        1168    GasA        Ex          Y
## 403           Unf          0       348        1168    GasA        Ex          Y
## 404           Unf          0       348        1168    GasA        Ex          Y
## 405           Unf          0       534        1555    GasA        Ex          Y
## 406           Unf          0       616        1720    GasA        Ex          Y
## 407           Unf          0      1468        1468    GasA        Ex          Y
## 408           Unf          0       479        1838    GasA        Ex          Y
## 409           Unf          0       380        1282    GasA        Ex          Y
## 410           Unf          0       382        1254    GasA        Ex          Y
## 411           Unf          0      1474        1498    GasA        Ex          Y
## 412           Unf          0       704         704    GasA        Ex          Y
## 413           Unf          0       649        1449    GasA        Gd          Y
## 414           Unf          0       235         990    GasA        Ex          Y
## 415           Unf          0       513        1463    GasA        Ex          Y
## 416           Unf          0       322         928    GasA        Ex          Y
## 417           Unf          0       172        1431    GasA        Ex          Y
## 418           Unf          0      1468        1492    GasA        Ex          Y
## 419           Unf          0       282         907    GasA        TA          Y
## 420           BLQ         72       132         914    GasA        TA          Y
## 421           Unf          0       335        1569    GasA        Ex          Y
## 422           Unf          0      1068        1068    GasA        Ex          Y
## 423           Unf          0       840         840    GasA        Ex          Y
## 424           Unf          0       944         944    GasA        Ex          Y
## 425           Unf          0       216        1462    GasA        Ex          Y
## 426           Unf          0       462        1822    GasA        Ex          Y
## 427           Unf          0       306        1417    GasA        Ex          Y
## 428           Unf          0       100        1578    GasA        Ex          Y
## 429           Unf          0       608         608    GasA        Ex          Y
## 430           Unf          0       615        1014    GasA        TA          Y
## 431           Unf          0         0         547    GasA        Gd          Y
## 432           Rec        243       301         876    GasA        TA          Y
## 433           Unf          0         0        1078    GasA        TA          Y
## 434           Unf          0      1678        1678    GasA        TA          Y
## 435           Unf          0       604        1150    GasA        Ex          Y
## 436           Unf          0        94         720    GasA        Ex          Y
## 437           Unf          0         0         832    GasA        TA          Y
## 438           Unf          0       583         583    GasA        Gd          Y
## 439           Unf          0       816         816    GasA        Ex          Y
## 440           Unf          0       600         600    GasA        Ex          Y
## 441           Unf          0       112         840    GasA        Ex          Y
## 442           Unf          0       480        1273    GasA        Ex          Y
## 443           Unf          0       674         920    GasA        Ex          Y
## 444           ALQ        694       264        1112    GasA        Ex          Y
## 445           BLQ        875       621        1561    GasA        TA          Y
## 446           Rec        507       248        1067    GasW        Fa          N
## 447           BLQ        435        91        1310    GasA        Ex          Y
## 448           Unf          0       516         516    GasA        TA          Y
## 449           Unf          0        90         561    GasA        TA          Y
## 450           Unf          0       561         561    GasA        TA          Y
## 451           Unf          0       118         572    GasA        Gd          Y
## 452           ALQ        419       581        1803    GasA        TA          Y
## 453           Unf          0       760         760    GasA        Ex          N
## 454           Unf          0       572         572    GasA        Fa          N
## 455           Unf          0       120        1596    GasA        Ex          Y
## 456          None          0         0           0    GasA        TA          N
## 457           BLQ        250       412        1107    GasA        Ex          Y
## 458           Unf          0       135         902    GasA        Ex          Y
## 459           LwQ        116         0         957    GasA        TA          Y
## 460           Unf          0      1527        1582    GasA        TA          Y
## 461           Unf          0       432        2190    GasA        Ex          Y
## 462           Unf          0       526        1641    GasA        Ex          Y
## 463           Unf          0       250         712    GasA        Ex          Y
## 464           ALQ        624       117        1645    GasA        Ex          Y
## 465           Unf          0       912         912    GasA        Ex          Y
## 466           Unf          0       338        1978    GasA        Ex          Y
## 467           Unf          0       476        1008    GasA        Gd          Y
## 468           Unf          0       594        1188    GasA        Ex          Y
## 469           BLQ         76         0         796    GasA        Gd          Y
## 470           GLQ        270         0         384    GasA        Ex          Y
## 471           LwQ        110         0         828    GasA        TA          Y
## 472           Unf          0       294         624    GasA        TA          Y
## 473           LwQ        288         0         784    GasA        Ex          Y
## 474           Unf          0       220         926    GasA        Ex          Y
## 475           Unf          0       204         680    GasA        Gd          Y
## 476           Unf          0        75         926    GasA        Ex          Y
## 477           Unf          0       778         916    GasA        Gd          Y
## 478           Unf          0       898        1348    GasA        Gd          Y
## 479           Unf          0      1008        1664    GasA        Ex          Y
## 480           Unf          0      1280        1280    GasA        Ex          Y
## 481           Unf          0       932         932    GasA        Gd          Y
## 482           Unf          0       332         836    GasA        Gd          Y
## 483           Unf          0      1018        1337    GasA        Gd          Y
## 484           Unf          0      1152        1168    GasA        Ex          Y
## 485           Unf          0       547        1884    GasA        Ex          Y
## 486           Unf          0      1632        1632    GasA        TA          Y
## 487           Unf          0       676        1710    GasA        Ex          Y
## 488           Unf          0      1488        1488    GasA        Gd          Y
## 489           Unf          0       692        1675    GasA        Ex          Y
## 490           Unf          0       513        1260    GasA        TA          Y
## 491           Rec        186       656        2048    GasA        TA          Y
## 492           LwQ        449       469        1782    GasA        TA          Y
## 493           Rec         48       273        1211    GasA        TA          Y
## 494           Unf          0       738         738    GasA        TA          Y
## 495           Unf          0       440         720    GasA        Gd          Y
## 496           Unf          0       432        1420    GasA        Ex          Y
## 497           Unf          0      1444        1444    GasA        TA          Y
## 498           Unf          0       213        1236    GasA        Ex          Y
## 499           Unf          0       896         896    GasA        TA          Y
## 500           Unf          0       684         936    GasA        TA          Y
## 501           ALQ        613       132         864    GasA        TA          Y
## 502           Unf          0        25         483    GasA        TA          Y
## 503           Unf          0         0         483    GasA        Gd          Y
## 504           Unf          0       280         630    GasA        TA          Y
## 505           LwQ        294       275         855    GasA        Gd          Y
## 506           Unf          0       677        1055    GasA        Fa          Y
## 507           Unf          0       570        1582    GasA        Ex          Y
## 508           BLQ        495       195        2418    GasA        Ex          Y
## 509           Unf          0       575        1950    GasA        Ex          Y
## 510           Unf          0       430        1850    GasA        Ex          Y
## 511           Unf          0       538        1620    GasA        Ex          Y
## 512           Unf          0       165        1414    GasA        Ex          Y
## 513           Unf          0       908         948    GasA        Ex          Y
## 514           Unf          0       292        1148    GasA        Ex          Y
## 515           Unf          0       278        2535    GasA        Ex          Y
## 516           Unf          0       454        1603    GasA        Ex          Y
## 517           Unf          0       404        1479    GasA        Ex          Y
## 518           Unf          0      1765        1765    GasA        Ex          Y
## 519           Unf          0      1486        1858    GasA        Ex          Y
## 520           Unf          0      1347        1367    GasA        Ex          Y
## 521           Unf          0       596        1800    GasA        Ex          Y
## 522           Unf          0       496        1342    GasA        Ex          Y
## 523           Unf          0      1318        1342    GasA        Ex          Y
## 524           Unf          0       764         764    GasA        Ex          Y
## 525           Unf          0       342        1415    GasA        Ex          Y
## 526           Unf          0       306        1393    GasA        Ex          Y
## 527           Unf          0      1146        1146    GasA        Ex          Y
## 528           Unf          0       789         789    GasA        Ex          Y
## 529           Unf          0       840         840    GasA        Ex          Y
## 530           Unf          0       847         847    GasA        Ex          Y
## 531           Unf          0       474        1350    GasA        Ex          Y
## 532           Unf          0       438         982    GasA        Ex          Y
## 533           Unf          0       707         707    GasA        Ex          Y
## 534           Unf          0       167        1037    GasA        Ex          Y
## 535           Unf          0       831         831    GasA        Ex          Y
## 536           Unf          0      1173        1173    GasA        Ex          Y
## 537           Unf          0      1519        1519    GasA        Ex          Y
## 538           Unf          0       322        1982    GasA        Ex          Y
## 539           Unf          0       213        1064    GasA        Ex          Y
## 540           Unf          0      1242        1242    GasA        Ex          Y
## 541           GLQ        852         0        1080    GasA        Ex          Y
## 542           Unf          0       482        1578    GasA        Gd          Y
## 543           Unf          0      1341        1341    GasA        Ex          Y
## 544           Unf          0       226         955    GasA        Ex          Y
## 545           Unf          0       794        1460    GasA        Ex          Y
## 546           Unf          0      1339        1363    GasA        Ex          Y
## 547           Unf          0      1660        1660    GasA        Ex          Y
## 548           Unf          0       316        1218    GasA        Ex          Y
## 549           ALQ        555       200         835    GasA        Ex          Y
## 550           Unf          0       835         835    GasA        Ex          Y
## 551           Unf          0      1095        1175    GasA        Ex          Y
## 552           Unf          0      1162        1162    GasA        Ex          Y
## 553           Unf          0       392         754    GasA        Ex          Y
## 554           Unf          0       284         886    GasA        Ex          Y
## 555           Unf          0       295         832    GasA        Ex          Y
## 556           Unf          0       355         827    GasA        Ex          Y
## 557           Unf          0       439         836    GasA        Gd          Y
## 558           ALQ        799       132         984    GasA        TA          Y
## 559           Unf          0       100         864    GasA        Ex          Y
## 560           Unf          0         0         890    GasA        Gd          N
## 561           Unf          0       375         864    GasA        TA          Y
## 562           Unf          0       630        1430    GasA        TA          Y
## 563           ALQ        811         0        1001    GasA        TA          Y
## 564           Unf          0       226         930    GasA        Ex          Y
## 565           Unf          0      1328        1848    GasA        Ex          Y
## 566           Unf          0      1211        1235    GasA        Ex          Y
## 567           Unf          0       210         600    GasA        Ex          Y
## 568           Unf          0       689         689    GasA        Ex          Y
## 569           Unf          0       194         744    GasA        Gd          Y
## 570           Unf          0       587        1614    GasA        Ex          Y
## 571           Unf          0       306        1310    GasA        Ex          Y
## 572           Unf          0       455        1419    GasA        Ex          Y
## 573           Unf          0       416        1557    GasA        Ex          Y
## 574           Unf          0        72         672    GasA        Ex          Y
## 575           Unf          0       177         858    GasA        Ex          Y
## 576           Unf          0       348         960    GasA        Ex          Y
## 577           Unf          0       147         960    GasA        Ex          Y
## 578           GLQ        842         0         970    GasA        Ex          Y
## 579           GLQ        670         0        1230    GasA        Ex          Y
## 580           Unf          0       584         994    GasA        TA          Y
## 581           Rec        382         0        1426    GasA        Ex          Y
## 582           Unf          0       952         952    GasA        Ex          Y
## 583           Unf          0       599        1427    GasA        Gd          Y
## 584           Unf          0      1439        1740    GasA        Fa          Y
## 585           BLQ        294       723        1620    GasA        Ex          Y
## 586           Unf          0      1625        1625    GasA        Ex          Y
## 587           Unf          0         0         732    GasA        Ex          Y
## 588           Rec        456       196         912    GasA        Ex          Y
## 589           Unf          0      1728        1728    GasA        TA          Y
## 590           Unf          0       242         825    GasA        TA          Y
## 591          None          0         0           0    GasA        TA          Y
## 592           Unf          0      1114        1114    GasA        TA          Y
## 593           Unf          0       590        1118    GasA        Ex          Y
## 594           Unf          0       228         348    GasA        TA          Y
## 595           Unf          0       638        1296    GasA        TA          Y
## 596           Rec        308       232         572    GasA        Gd          Y
## 597           Unf          0       505        1036    GasA        Ex          Y
## 598           Unf          0       529        1104    GasA        Ex          Y
## 599           LwQ         52       503        1176    GasA        TA          Y
## 600           Unf          0       195        1248    GasA        TA          Y
## 601           Unf          0       437        1395    GasA        Ex          Y
## 602           Unf          0       330        1104    GasA        Gd          Y
## 603           Unf          0       572         720    GasA        Ex          Y
## 604           LwQ        196       456        1152    GasA        TA          Y
## 605           LwQ        128       232         984    GasW        TA          N
## 606           Unf          0       998         998    GasA        TA          Y
## 607          None          0         0           0    GasA        Gd          Y
## 608           Unf          0      1824        1824    GasA        Fa          Y
## 609          None          0         0           0    GasA        TA          N
## 610           Unf          0       747         747    GasA        TA          Y
## 611           Unf          0       672         672    GasA        Gd          Y
## 612           Unf          0       892         892    GasA        Ex          Y
## 613           Unf          0       168         912    GasA        TA          Y
## 614           Unf          0       675        1312    GasA        Ex          Y
## 615           Unf          0       384        1081    GasA        TA          Y
## 616           Unf          0       444         876    GasA        TA          Y
## 617           Rec        488       292        1256    GasA        Gd          Y
## 618           Rec        319       188        1027    GasA        TA          Y
## 619           Unf          0       453         768    GasA        Ex          Y
## 620           Unf          0       936         936    GasA        TA          Y
## 621           Unf          0       181         854    GasA        Fa          Y
## 622           Unf          0      1800        1800    GasA        TA          N
## 623           Unf          0       398         768    GasA        Gd          Y
## 624           Unf          0       825         825    GasA        TA          Y
## 625           Unf          0      1117        1117    GasA        Ex          Y
## 626           Unf          0        96         192    GasA        Gd          N
## 627           Unf          0       780         780    GasA        Ex          Y
## 628           Unf          0       680         680    GasA        Fa          N
## 629           Unf          0       672         672    GasA        TA          Y
## 630           Unf          0       728         728    GasA        Gd          Y
## 631           Unf          0       828         828    GasA        Gd          Y
## 632           Unf          0       801         801    GasA        Gd          Y
## 633           Unf          0       576         936    GasA        Gd          N
## 634           Unf          0       931         931    GasA        TA          Y
## 635           Unf          0       294         884    GasA        TA          Y
## 636           Unf          0       481         481    GasA        TA          N
## 637           Unf          0       684         684    GasA        Gd          Y
## 638           Unf          0       459         904    GasA        Ex          Y
## 639           Unf          0       407         407    GasA        TA          N
## 640           Unf          0       448         448    GasA        Gd          Y
## 641           Unf          0       797         797    GasA        TA          N
## 642           Unf          0       508         624    GasA        Ex          Y
## 643           Unf          0       346         346    GasA        Ex          Y
## 644           Unf          0       739         973    GasA        TA          Y
## 645           Unf          0       572         572    GasA        Ex          Y
## 646           Unf          0       723         723    GasA        TA          N
## 647           Unf          0      1313        1313    GasW        Gd          Y
## 648           Unf          0       784         984    GasA        Gd          Y
## 649           Unf          0       869         869    GasA        TA          Y
## 650           BLQ        273       329        1008    GasA        TA          Y
## 651           Unf          0       672         672    GasA        Gd          Y
## 652           Unf          0       849        1024    GasA        TA          Y
## 653           Unf          0        72         672    GasA        Ex          Y
## 654           Unf          0       554         554    GasA        Ex          Y
## 655           Unf          0       460         981    GasA        Ex          Y
## 656           Unf          0       949         949    GasA        Ex          Y
## 657           LwQ        162       462         825    GasA        Ex          Y
## 658           Unf          0       475         739    GasA        Ex          Y
## 659           Unf          0       992         992    GasA        Ex          Y
## 660           Unf          0       497         565    GasA        TA          Y
## 661          None          0         0           0    GasA        TA          Y
## 662           Unf          0       624         704    GasA        Ex          Y
## 663          None          0         0           0    GasA        Gd          N
## 664           LwQ        240       449         989    GasA        TA          Y
## 665           Unf          0       897        1100    GasA        TA          Y
## 666           Unf          0       810         810    GasA        Ex          Y
## 667           Unf          0      1046        1242    GasA        Gd          Y
## 668           Unf          0       796         796    GasA        Ex          Y
## 669           Unf          0       768         768    GasA        TA          Y
## 670           Unf          0       396         768    GasA        TA          Y
## 671           Unf          0      1272        1272    GasA        TA          Y
## 672           Unf          0       880         880    GasA        Gd          Y
## 673           Unf          0      1040        1040    GasA        Gd          Y
## 674           Unf          0       647         768    GasA        TA          Y
## 675           Unf          0       451         451    GasA        TA          Y
## 676           Unf          0       536         536    GasA        Ex          N
## 677           Unf          0      1046        1046    GasA        Gd          N
## 678           Unf          0       197         981    GasA        TA          Y
## 679           Unf          0       480        1008    GasA        TA          Y
## 680           Unf          0       234         992    GasA        Ex          Y
## 681           Unf          0         0         450    GasA        Ex          Y
## 682           Unf          0       852        1073    GasA        Gd          Y
## 683           ALQ        956         0        1060    GasA        TA          Y
## 684           Unf          0         0        1300    GasA        Fa          Y
## 685           Unf          0       326         960    GasA        Ex          Y
## 686           Unf          0       212         988    GasA        TA          Y
## 687           Unf          0         0         988    GasA        Gd          Y
## 688           Unf          0       240         576    GasA        Gd          Y
## 689           Unf          0       160         864    GasA        Ex          Y
## 690           Unf          0       925        1524    GasA        TA          Y
## 691           Unf          0       570         570    GasA        TA          Y
## 692           Unf          0       545        1580    GasA        Ex          Y
## 693           Unf          0       639        1509    GasA        TA          Y
## 694           Unf          0         0         864    GasA        Fa          N
## 695           Unf          0       297         621    GasA        TA          Y
## 696           Unf          0       298        1077    GasA        Ex          Y
## 697           Unf          0       331        1602    GasA        Ex          Y
## 698           Unf          0       457         812    GasA        Ex          Y
## 699           Unf          0       672         672    GasA        Ex          Y
## 700           Unf          0       628         628    GasA        Ex          Y
## 701           Unf          0      1615        1615    GasA        Ex          Y
## 702           Unf          0       186        2271    GasA        Ex          Y
## 703           Unf          0       598        1751    GasA        Ex          Y
## 704           Unf          0       631        1401    GasA        Ex          Y
## 705           ALQ        723       197        1182    GasA        Ex          Y
## 706           Unf          0       268         990    GasA        Ex          Y
## 707           Unf          0       110        1418    GasA        Ex          Y
## 708           Unf          0       176         864    GasA        Ex          Y
## 709           Unf          0       255         782    GasA        Ex          Y
## 710           Unf          0       265         928    GasA        Ex          Y
## 711           Unf          0        83         864    GasA        Ex          Y
## 712           Unf          0       782        1076    GasA        TA          Y
## 713           ALQ        596       180         864    GasA        TA          Y
## 714           Unf          0      1257        1257    GasA        Ex          Y
## 715           Unf          0       163        1357    GasA        Ex          Y
## 716           Unf          0       240        1778    GasA        Ex          Y
## 717           Unf          0      1129        1129    GasA        Ex          Y
## 718           Unf          0       850         850    GasA        Ex          Y
## 719           Unf          0       186         848    GasA        Ex          Y
## 720           LwQ        162        83        1838    GasA        Ex          Y
## 721           Unf          0      1421        1445    GasA        Ex          Y
## 722           Unf          0      1508        1564    GasA        Ex          Y
## 723           Unf          0      1327        1351    GasA        Ex          Y
## 724           Unf          0       483        1092    GasA        TA          Y
## 725           Unf          0         0         456    GasA        Ex          Y
## 726           Unf          0        94        1127    GasA        TA          Y
## 727           Rec        120       541        1029    GasA        TA          Y
## 728           Unf          0       396         684    GasA        TA          Y
## 729          None          0         0           0    GasA        TA          Y
## 730          None          0         0           0    GasA        TA          N
## 731          None          0         0           0    GasA        TA          N
## 732           Unf          0         0         784    GasA        TA          N
## 733           Unf          0       585         585    GasA        Gd          Y
## 734          None          0         0           0    GasA        Gd          Y
## 735           Unf          0       144         911    GasA        TA          Y
## 736           Unf          0       416         416    GasA        Gd          Y
## 737           Unf          0       725         949    GasA        TA          Y
## 738           Unf          0      1228        1228    GasA        Ex          Y
## 739           Rec        679         0         960    GasA        Ex          Y
## 740           Unf          0       265         644    GasA        Ex          Y
## 741           Unf          0       676         676    GasA        Ex          Y
## 742           Unf          0       392         798    GasA        Ex          Y
## 743           Unf          0       784         784    GasA        TA          Y
## 744           Unf          0       336         942    GasA        Ex          Y
## 745           Unf          0       884         884    GasA        TA          Y
## 746           Unf          0       591        1091    GasA        Fa          N
## 747           Unf          0       398         608    GasA        TA          Y
## 748           Unf          0       397         832    GasA        Ex          Y
## 749           Unf          0       782        1898    GasA        Ex          Y
## 750           Unf          0       150         516    GasA        TA          Y
## 751           GLQ         40       555         894    GasA        TA          Y
## 752           Unf          0       720         720    GasA        Gd          Y
## 753           Unf          0       780         780    GasA        Gd          Y
## 754           Unf          0       367         624    GasA        Ex          Y
## 755           Unf          0       520         520    GasA        TA          Y
## 756           Unf          0       821        1151    GasA        Gd          Y
## 757          None          0         0           0    Wall        Po          N
## 758           Unf          0       173         173    GasA        Ex          N
## 759           Unf          0       356         356    GasA        TA          N
## 760           Unf          0       592         592    GasA        Ex          Y
## 761           Unf          0       120        1596    GasA        Ex          Y
## 762           Unf          0       120        1594    GasA        Ex          Y
## 763           Unf          0      1140        1840    GasA        Ex          Y
## 764           Unf          0       910         910    GasA        Ex          Y
## 765          None          0         0           0    GasA        TA          Y
## 766           Unf          0       297        1680    GasA        Gd          Y
## 767           Unf          0       384        1277    GasA        Gd          Y
## 768           Unf          0       482        1518    GasA        Ex          Y
## 769           Unf          0       150         920    GasA        Ex          Y
## 770           Unf          0       352         352    GasA        Gd          Y
## 771           Unf          0       796         796    GasA        Ex          Y
## 772           Unf          0      1495        1495    GasA        Ex          Y
## 773           Rec         60       276        1256    GasA        Ex          Y
## 774           Unf          0       403        1432    GasA        Ex          Y
## 775           Unf          0       443        1666    GasA        Ex          Y
## 776           Unf          0       873        1884    GasA        Ex          Y
## 777           Unf          0       393        1964    GasA        Ex          Y
## 778           Unf          0        35        1344    GasA        Ex          Y
## 779           Unf          0      1092        1092    GasA        Ex          Y
## 780           Unf          0       325        1189    GasA        Ex          Y
## 781           LwQ        247        88        1200    GasA        Gd          Y
## 782           Unf          0       271        1040    GasA        Gd          Y
## 783           Unf          0       232         550    GasA        TA          Y
## 784           Unf          0        25         526    GasA        Gd          Y
## 785           Unf          0        25         462    GasA        TA          Y
## 786           Unf          0       328        1113    GasA        Ex          Y
## 787           Unf          0       188         546    GasA        Ex          Y
## 788           Unf          0       282         816    GasA        Ex          Y
## 789           Unf          0       207         845    GasA        Gd          Y
## 790           Unf          0       217         864    GasA        TA          Y
## 791           Unf          0       686         686    GasA        Ex          Y
## 792           Unf          0       749        1587    GasA        TA          Y
## 793           Unf          0       384         384    GasA        Gd          Y
## 794           Unf          0       206         392    GasA        Gd          Y
## 795           Unf          0        52         923    GasA        Gd          Y
## 796           Unf          0       277         691    GasA        Gd          Y
## 797           Unf          0       938         938    GasA        Ex          Y
## 798           Unf          0      1168        1168    GasA        Gd          Y
## 799           Unf          0       903         903    GasA        Gd          Y
## 800           Unf          0       752        1302    GasA        Fa          Y
## 801           Unf          0       918        1166    GasA        Gd          Y
## 802           Unf          0       386        1312    GasA        Gd          Y
## 803           Unf          0       163        1149    GasA        Ex          Y
## 804           Unf          0      1559        2660    GasA        Ex          Y
## 805           Unf          0        53        1100    GasW        TA          Y
## 806           Unf          0       815        1612    GasA        Ex          Y
## 807           Unf          0       662        2220    GasA        Ex          Y
## 808           Unf          0       590        1742    GasA        Ex          Y
## 809           Unf          0      1028        1284    GasA        TA          Y
## 810           Unf          0       404         725    GasA        Ex          Y
## 811           Unf          0       201        1529    GasA        TA          Y
## 812           Unf          0        22         780    GasA        TA          Y
## 813           Unf          0       372        1153    GasA        TA          Y
## 814           Unf          0       356        1259    GasA        Ex          Y
## 815           BLQ        121      1012        1625    GasA        TA          Y
## 816           Rec        604         0        1228    GasA        TA          Y
## 817           LwQ        153         0        1084    GasA        TA          Y
## 818           Unf          0       359         925    GasA        TA          Y
## 819           GLQ        619       214         914    GasA        Ex          Y
## 820           Unf          0       600         914    GasA        Ex          Y
## 821           Unf          0      1337        1337    GasA        Ex          Y
## 822           Unf          0       475        1405    GasA        Ex          Y
## 823           Unf          0       213         525    GasA        TA          Y
## 824           Unf          0       672         672    GasA        Ex          Y
## 825           Unf          6       423        1061    GasA        TA          Y
## 826           Unf          0       263         988    GasA        TA          Y
## 827           Unf          0       639        1790    GasA        Ex          Y
## 828           Unf          0      1694        1694    GasA        Ex          Y
## 829           Unf          0       590        2108    GasA        Ex          Y
## 830           Unf          0       630        1934    GasA        Ex          Y
## 831           Unf          0      1108        1108    GasA        Ex          Y
## 832           Unf          0       564        1994    GasA        Ex          Y
## 833           Unf          0       740        2552    GasA        Ex          Y
## 834           Unf          0      1704        1704    GasA        Ex          Y
## 835           Unf          0       636        2320    GasA        Ex          Y
## 836           Unf          0      1582        1582    GasA        Ex          Y
## 837           Unf          0       140         918    GasA        Ex          Y
## 838           Unf          0      1802        1802    GasA        Ex          Y
## 839           Unf          0      1706        1706    GasA        Ex          Y
## 840           Unf          0       379        1317    GasA        Ex          Y
## 841           Unf          0       226         895    GasA        Ex          Y
## 842           Unf          0       436        1614    GasA        Ex          Y
## 843           Unf          0      1602        1721    GasA        Ex          Y
## 844           Unf          0      1298        1298    GasA        Ex          Y
## 845           Unf          0       436        1302    GasA        Ex          Y
## 846           Unf          0       272        1302    GasA        Ex          Y
## 847           Unf          0       600        1362    GasA        Ex          Y
## 848           Unf          0      1530        1554    GasA        Ex          Y
## 849           Unf          0       729        1577    GasA        Ex          Y
## 850           Unf          0      1300        1324    GasA        Ex          Y
## 851           Unf          0       405        1405    GasA        Ex          Y
## 852           Unf          0       768         768    GasA        Ex          Y
## 853           Unf          0       768         768    GasA        Ex          Y
## 854           Unf          0       608         608    GasA        Ex          Y
## 855           Unf          0       738         738    GasA        Ex          Y
## 856           Unf          0       698         698    GasA        Ex          Y
## 857           Unf          0       408        1326    GasA        Ex          Y
## 858           Unf          0       752         752    GasA        Ex          Y
## 859           Unf          0       728         728    GasA        Ex          Y
## 860           Unf          0      1246        1246    GasA        Ex          Y
## 861           Unf          0       322        1406    GasA        Ex          Y
## 862           Unf          0      1266        1266    GasA        Ex          Y
## 863           Unf          0        56         835    GasA        Ex          Y
## 864           Unf          0       192         384    GasA        Ex          Y
## 865           Unf          0      1510        1510    GasA        Ex          Y
## 866           Unf          0       384         384    GasA        Ex          Y
## 867           Unf          0       847         847    GasA        Ex          Y
## 868           Unf          0       280         854    GasA        Ex          Y
## 869           Unf          0       395         915    GasA        Ex          Y
## 870           Unf          0       941         941    GasA        Ex          Y
## 871           Unf          0       598        1779    GasA        Ex          Y
## 872           Unf          0       736        1408    GasA        Ex          Y
## 873           Unf          0       341        1389    GasA        Ex          Y
## 874           Unf          0      1066        1066    GasA        Ex          Y
## 875           Unf          0       770        1105    GasA        Ex          Y
## 876           Unf          0       100        1325    GasA        Ex          Y
## 877           Unf          0      1369        1369    GasA        Ex          Y
## 878           Unf          0       322        1542    GasA        Ex          Y
## 879           Unf          0      1496        1524    GasA        Gd          Y
## 880           Unf          0       394        1966    GasA        Ex          Y
## 881           Unf          0      1528        1528    GasA        Ex          Y
## 882           Unf          0       769        1538    GasA        Ex          Y
## 883           Unf          0       716        1494    GasA        Ex          Y
## 884           Unf          0       982         982    GasA        Ex          Y
## 885           Unf          0      1302        1302    GasA        Ex          Y
## 886           Unf          0      1314        1338    GasA        Ex          Y
## 887           Unf          0      1335        1335    GasA        Ex          Y
## 888           Unf          0       546         896    GasA        Ex          Y
## 889           Unf          0       725         725    GasA        Ex          Y
## 890           Unf          0       210         955    GasA        Ex          Y
## 891           Unf          0      1574        1574    GasA        Ex          Y
## 892           Unf          0      1685        1685    GasA        Ex          Y
## 893           Unf          0      1158        1158    GasA        Ex          Y
## 894           Unf          0      1100        1100    GasA        Ex          Y
## 895           Unf          0      1143        1143    GasA        Ex          Y
## 896           Unf          0       365        1094    GasA        Ex          Y
## 897           Unf          0      1461        1461    GasA        Ex          Y
## 898           Unf          0       384         864    GasA        Ex          Y
## 899           Unf          0       630         630    GasA        Ex          Y
## 900           Rec        351       405         894    GasA        TA          Y
## 901           Unf          0       228        1040    GasA        TA          Y
## 902           Unf          0       496        1223    GasA        Gd          Y
## 903           Unf          0       250        1037    GasA        TA          Y
## 904           Unf          0        76        1044    GasA        TA          Y
## 905           Unf          0       527        1378    GasA        Ex          Y
## 906           Unf          0      1081        1141    GasA        Ex          Y
## 907           Unf          0      1451        1511    GasA        Ex          Y
## 908           Unf          0       415        1352    GasA        Ex          Y
## 909           Unf          0      1550        1550    GasA        Ex          Y
## 910           Unf          0       179         744    GasA        Gd          Y
## 911           Unf          0       339         756    GasA        Ex          Y
## 912           Unf          0      1339        1339    GasA        Ex          Y
## 913           Unf          0        90        1054    GasA        Ex          Y
## 914           Unf          0       319        1220    GasA        Ex          Y
## 915           ALQ       1037         0        1494    GasA        Ex          Y
## 916           Unf          0       270        2002    GasA        Ex          Y
## 917           Rec        829         0        2461    GasA        Gd          Y
## 918           Unf          0       912         912    GasA        Ex          Y
## 919           Unf          0        93        1008    GasA        TA          Y
## 920           Unf          0         0         973    GasA        Ex          Y
## 921           Unf          0       385        1295    GasA        Fa          Y
## 922           Unf          0       778        1124    GasA        TA          Y
## 923           Unf          0      1594        1594    GasA        Ex          Y
## 924           Unf          0       329        1148    GasA        Ex          Y
## 925           Unf          0       301        1093    GasA        Gd          Y
## 926           Rec        264       171        1052    GasA        TA          Y
## 927           BLQ         38       437         949    GasA        TA          Y
## 928          None          0         0           0    GasA        TA          N
## 929           LwQ        206       250         894    GasA        Gd          Y
## 930           LwQ        167       386         864    GasA        TA          Y
## 931           Unf          0       264         964    GasA        Ex          Y
## 932           Unf          0       894         894    GasA        TA          Y
## 933           Unf          0       520        1174    GasA        Ex          Y
## 934           Unf          0       548        1042    GasA        TA          Y
## 935           Unf          0       431         845    GasA        Ex          Y
## 936           Rec        543       533        1130    GasA        TA          Y
## 937           Unf          0       206        1592    GasA        Gd          Y
## 938           Rec        259       433         822    GasA        TA          Y
## 939           Unf          0       367         666    GasA        Fa          N
## 940           Unf          0       226         370    GasA        TA          N
## 941           ALQ        404       254         808    GasA        Ex          Y
## 942           Unf          0       710        1078    GasA        Ex          Y
## 943           Unf          0      1560        1560    GasA        TA          Y
## 944           Unf          0       191         793    GasA        Ex          Y
## 945           Unf          0       618        1218    GasA        TA          Y
## 946           Unf          0        63         936    GasA        TA          Y
## 947           Unf          0       100        1008    GasA        Ex          Y
## 948           Unf          0       765        1053    GasA        Gd          Y
## 949           Unf          0      1144        1144    GasA        TA          Y
## 950           Rec        138       525        1331    GasA        Gd          Y
## 951           Unf          0       410         922    GasA        TA          Y
## 952           Unf          0       424        1204    GasA        TA          Y
## 953           Unf          0       928        1216    GasA        TA          Y
## 954           Unf          0       456         864    GasA        Gd          Y
## 955           Unf          0      1560        1560    GasA        TA          Y
## 956           Unf          0       507         948    GasA        TA          Y
## 957           ALQ        955         0        1040    GasA        TA          Y
## 958           ALQ        691       120         925    GasA        TA          Y
## 959           Unf          0      1040        1190    GasA        Gd          Y
## 960           Unf          0       130         923    GasA        TA          Y
## 961           Rec        354       156        1105    GasA        Gd          Y
## 962           Unf          0       632         924    GasA        TA          Y
## 963           Unf          0       925         925    GasA        Gd          Y
## 964           Unf          0      1018        1216    GasA        Ex          Y
## 965           Unf          0       666         666    GasA        Gd          Y
## 966           LwQ         66        55        1151    GasA        Ex          Y
## 967           Unf          0       736         736    GasA        Ex          Y
## 968           ALQ        483         0         725    GasA        TA          Y
## 969           Unf          0       728         920    GasA        Gd          Y
## 970           Unf          0         0         952    GasA        Gd          Y
## 971           Unf          0       432         864    GasA        Fa          Y
## 972           Unf          0       466        1040    GasA        Ex          Y
## 973           Unf          0       545        1170    GasA        TA          Y
## 974           Unf          0       503        1242    GasA        Gd          Y
## 975           Rec        154       125        1377    GasA        TA          Y
## 976          None          0         0           0    GasA        Gd          Y
## 977           BLQ        442       312         864    GasA        Gd          Y
## 978           Unf          0       162         896    GasA        TA          Y
## 979           Unf          0       850         850    GasA        TA          Y
## 980           Unf          0       569         845    GasA        TA          Y
## 981           Unf          0       240        1022    GasA        TA          N
## 982           Unf          0       967         967    GasA        Gd          Y
## 983           Unf          0       808         808    GasA        Ex          Y
## 984           Unf          0       550         680    GasA        Ex          Y
## 985           Rec        448         0         570    GasA        Gd          N
## 986           Unf          0      1075        1075    GasA        Ex          Y
## 987           Unf          0       725         725    GasA        Ex          N
## 988           Rec        210       322         728    GasA        TA          Y
## 989           Unf          0       448         616    GasA        Ex          Y
## 990           Unf          0       667         926    GasA        TA          Y
## 991           Unf          0       371         687    GasA        Gd          Y
## 992           Unf          0       819         819    GasA        TA          Y
## 993          None          0         0           0    GasA        Gd          Y
## 994          None          0         0           0    GasA        Ex          Y
## 995           Rec        227       212         756    GasA        TA          N
## 996           Unf          0         0         910    GasA        TA          Y
## 997           Unf          0       422         728    GasA        Ex          Y
## 998           Unf          0       324         600    GasA        Ex          Y
## 999           Unf          0       884         884    GasA        Ex          Y
## 1000          Unf          0       809         861    GasA        Gd          Y
## 1001          Unf          0       624         672    GasA        Ex          Y
## 1002          Unf          0       966         966    GasA        Ex          Y
## 1003          Unf          0       405         756    GasA        Gd          Y
## 1004          Unf          0      1100        1100    GasA        Ex          Y
## 1005          Unf          0       768         768    GasA        Ex          Y
## 1006          Unf          0       750         750    GasA        TA          Y
## 1007          Unf          0       336         672    GasA        Gd          N
## 1008          Unf          0       592         592    GasA        TA          N
## 1009          Unf          0       969         969    GasA        TA          N
## 1010          Unf          0       366         741    GasA        Fa          Y
## 1011          Rec        398       224         976    GasA        Ex          Y
## 1012          Unf          0       763        1138    GasA        Gd          Y
## 1013          ALQ        127         0         808    GasA        TA          Y
## 1014          Unf          0       771         771    GasA        Fa          Y
## 1015          Unf          0       717        1005    GasA        TA          Y
## 1016          Unf          0       187         672    GasA        TA          N
## 1017          Unf          0         0         925    GasA        TA          Y
## 1018          Unf          0       635        1420    GasA        Gd          Y
## 1019          LwQ        144       348        1005    GasA        TA          Y
## 1020          BLQ        722       190         980    GasA        TA          Y
## 1021          BLQ        761        30        1040    GasA        TA          Y
## 1022          Unf          0        20         768    GasA        Gd          Y
## 1023          BLQ        288       420         876    GasA        TA          Y
## 1024          BLQ        529       300         943    GasA        TA          Y
## 1025          ALQ        435       261         912    GasA        Ex          Y
## 1026          ALQ        522       332        1240    GasA        Gd          Y
## 1027          Unf          0       404         671    GasA        Fa          Y
## 1028          Unf          0       422         680    GasA        Ex          Y
## 1029          Unf          0       231         967    GasA        TA          Y
## 1030          BLQ        873        95        1158    GasA        TA          Y
## 1031         None          0         0           0    GasA        TA          N
## 1032          LwQ        891         0        1190    GasA        Ex          Y
## 1033          Unf          0       109         409    GasA        Ex          Y
## 1034          Unf          0       486        1073    GasA        TA          Y
## 1035          Unf          0       484         484    GasA        TA          N
## 1036          Unf          0       935        1288    GasA        Ex          Y
## 1037          Unf          0       497         988    GasA        Ex          Y
## 1038          Unf          0       411         864    GasA        TA          Y
## 1039         None          0         0           0    GasA        TA          N
## 1040          GLQ        755         0        1038    GasA        Gd          Y
## 1041          Unf          0       785        1342    GasA        Ex          Y
## 1042          Unf          0         0        1080    GasA        TA          N
## 1043          Unf          0       951         951    GasW        Fa          N
## 1044          Unf          0      1105        1105    GasA        Ex          Y
## 1045          Unf          0       282         779    GasA        Ex          Y
## 1046          Unf          0      1643        1643    GasA        Ex          Y
## 1047          Unf          0      2140        2140    GasA        Ex          Y
## 1048          Unf          0      1643        1643    GasA        Ex          Y
## 1049          Unf          0      1526        1546    GasA        Ex          Y
## 1050          Unf          0      1453        1489    GasA        Ex          Y
## 1051          Unf          0      1270        1270    GasA        Ex          Y
## 1052          Unf          0       879         879    GasA        Ex          Y
## 1053          LwQ        321         0         929    GasA        Ex          Y
## 1054          GLQ        915         0         966    GasA        Ex          Y
## 1055          Unf          0       472        1022    GasA        Gd          Y
## 1056          Unf          0        96         635    GasA        Ex          Y
## 1057          Unf          0       570         990    GasA        Ex          Y
## 1058          Unf          0       548        1097    GasA        Ex          Y
## 1059          Unf          0       646         988    GasA        Ex          Y
## 1060          Unf          0       215         853    GasA        Ex          Y
## 1061          Unf          0       845         845    GasA        Ex          Y
## 1062          Unf          0       144         985    GasA        Ex          Y
## 1063          Unf          0       201         864    GasA        TA          Y
## 1064          Unf          0       513        1015    GasA        TA          Y
## 1065          Unf          0       240         995    GasA        TA          Y
## 1066          Unf          0       501        1040    GasA        TA          Y
## 1067          BLQ        417       399         876    GasA        TA          Y
## 1068          Rec        432       102         864    GasA        TA          Y
## 1069          Unf          0       193         864    GasA        Gd          Y
## 1070          Unf          0         0         385    GasA        Gd          Y
## 1071          Unf          0       261        1673    GasA        Ex          Y
## 1072          Unf          0       325         979    GasA        Ex          Y
## 1073          Unf          0       860         860    GasA        Ex          Y
## 1074          GLQ        465       683        1556    GasA        Ex          Y
## 1075          Unf          0       333        1531    GasA        Ex          Y
## 1076          Unf          0        98         860    GasA        Ex          Y
## 1077          Unf          0       426        1341    GasA        Ex          Y
## 1078          Unf          0       738         738    GasA        Ex          Y
## 1079          Unf          0       460        1169    GasA        Ex          Y
## 1080          Unf          0      1330        1330    GasA        Ex          Y
## 1081          Unf          0       738         738    GasA        Gd          Y
## 1082          Unf          0       768         768    GasA        Ex          Y
## 1083          Unf          0         0         936    GasA        Gd          Y
## 1084          LwQ        841       115        1088    GasA        TA          Y
## 1085          BLQ        105       666         901    GasA        TA          Y
## 1086          Unf          0      1179        1179    GasA        Gd          Y
## 1087          Unf          0       456         960    GasA        TA          Y
## 1088         None          0         0           0    GasA        TA          Y
## 1089          Unf          0       123         734    GasA        Gd          Y
## 1090          Unf          0      1085        5095    GasA        Ex          Y
## 1091          Unf          0        80         547    GasA        Ex          Y
## 1092          ALQ        831        52         960    GasA        Ex          Y
## 1093         None          0         0           0    GasA        TA          N
## 1094          Unf          0      1195        1195    GasA        TA          N
## 1095          ALQ        278       238         660    GasA        TA          Y
## 1096          Unf          0       224         768    GasA        TA          Y
## 1097          Unf          0       182         864    GasA        TA          Y
## 1098          Unf          0       925        1296    Grav        Fa          N
## 1099          Unf          0       971        1290    GasA        TA          Y
## 1100          Unf          0       538         651    GasA        Gd          Y
## 1101          Unf          0       285         531    GasA        TA          Y
## 1102          Unf          0       585         585    GasA        TA          N
## 1103          Unf          0       686         686    GasA        TA          Y
## 1104          Unf          0       851         851    GasA        Gd          Y
## 1105         None          0         0           0    GasA        Fa          Y
## 1106          Unf          0       741         930    GasA        Ex          Y
## 1107          Unf          0       195         728    GasA        Ex          Y
## 1108          Rec       1020         0        1560    GasA        TA          Y
## 1109          Unf          0       675        1488    GasA        Ex          Y
## 1110          Unf          0       186         516    GasA        Gd          Y
## 1111          Unf          0      1680        1680    GasA        Gd          Y
## 1112          Unf          0       427        1004    GasA        Gd          Y
## 1113          Unf          0      1262        1696    GasA        Ex          Y
## 1114          Unf          0       279         279    GasA        Gd          Y
## 1115          Unf          0       345         720    GasA        Gd          Y
## 1116          Unf          0       936         936    GasA        Ex          Y
## 1117          Unf          0       311         859    GasA        Ex          Y
## 1118          Unf          0       816         816    GasA        Ex          Y
## 1119         None          0         0           0    GasA        Ex          Y
## 1120          Unf          0       957         957    GasA        Fa          N
## 1121          Unf          0       106        1073    GasA        Gd          Y
## 1122          Unf          0       100         837    GasA        Ex          Y
## 1123          Unf          0         0        1573    GasA        Gd          Y
## 1124          Unf          0         0        1001    GasA        TA          Y
## 1125          Unf          0       856        1441    GasA        Ex          Y
## 1126          Unf          0        17        1409    GasA        Ex          Y
## 1127          Unf          0       215        1454    GasA        TA          Y
## 1128          GLQ        530        98         852    GasA        TA          Y
## 1129          Unf          0        46         970    GasA        TA          Y
## 1130          Unf          0       552        1501    GasA        Ex          Y
## 1131          Unf          0       585         585    GasA        Gd          Y
## 1132          Unf          0      1689        1689    GasA        Ex          Y
## 1133          Unf          0       963        1546    GasA        Ex          Y
## 1134          BLQ         80       970        1265    GasA        Gd          Y
## 1135          Unf          0      1017        1267    GasA        Ex          Y
## 1136          Unf          0       593        1922    GasA        Ex          Y
## 1137          Unf          0      1491        1491    GasA        Ex          Y
## 1138          Unf          0       356        1122    GasA        Ex          Y
## 1139          Unf          0      1824        1824    GasA        Ex          Y
## 1140         None          0         0           0    GasA        Ex          Y
## 1141          GLQ        904         0         920    GasA        Ex          Y
## 1142          Unf          0       294         546    GasA        TA          Y
## 1143          Unf          0        27         530    GasA        TA          Y
## 1144          Unf          0       162         546    GasA        Ex          Y
## 1145          Unf          0       546         546    GasA        Ex          Y
## 1146          Unf          0         0         923    GasA        TA          Y
## 1147          Unf          0        96        1244    GasA        TA          Y
## 1148          Unf          0        48        1160    GasA        TA          Y
## 1149          Unf          0       185         716    GasA        Ex          Y
## 1150          Unf          0         0         796    GasA        TA          Y
## 1151          Unf          0       585        1396    GasA        TA          N
## 1152          Unf          0         0        1090    GasA        TA          Y
## 1153          Unf          0       220         816    GasA        TA          Y
## 1154          Unf          0       348         864    GasA        TA          Y
## 1155          Rec        539       171        1178    GasA        Gd          Y
## 1156          Unf          0       235        1008    GasA        TA          Y
## 1157          Unf          0       490        1617    GasA        Fa          Y
## 1158          Unf          0       595        1705    GasA        Ex          Y
## 1159          Unf          0      1851        1851    GasA        Gd          Y
## 1160          Unf          0       113         813    GasA        Ex          Y
## 1161          Unf          0       781         781    GasA        Gd          Y
## 1162          Unf          0       821         821    GasA        Gd          Y
## 1163          Unf          0      1074        1074    GasA        Ex          Y
## 1164          Unf          0      1640        1700    GasA        Ex          Y
## 1165          Unf          0      2062        2062    GasA        Ex          Y
## 1166          Unf          0       455        1160    GasA        Gd          Y
## 1167          Unf          0      1191        1191    GasA        TA          Y
## 1168          Unf          0       180        1398    GasA        Ex          Y
## 1169          Unf          0      1528        1528    GasA        Ex          Y
## 1170          Unf          0       889        1094    GasA        Ex          Y
## 1171          Unf          0       644        1850    GasA        Ex          Y
## 1172          Unf          0      1390        1390    GasA        Ex          Y
## 1173          Unf          0       523        1714    GasA        Ex          Y
## 1174          Unf          0       494        1910    GasA        Ex          Y
## 1175          Unf          0       138         988    GasA        TA          Y
## 1176          Unf          0       945         945    GasA        TA          Y
## 1177          Unf          0        42        1047    GasA        TA          Y
## 1178          Unf          0       172         960    GasA        Ex          Y
## 1179          Unf          0       127         675    GasA        TA          Y
## 1180          Unf          0       348        1103    GasA        TA          Y
## 1181          LwQ        620       224         864    GasA        TA          Y
## 1182          Unf          0       536        1487    GasA        Ex          Y
## 1183          Unf          0       525         525    GasA        TA          Y
## 1184          Unf          0       363         765    GasA        Gd          Y
## 1185          Unf          0       212         494    GasA        Ex          Y
## 1186          Unf          0       207         483    GasA        TA          Y
## 1187          Unf          0       143         525    GasA        Gd          Y
## 1188          BLQ        156       186        1069    GasA        Gd          Y
## 1189          Rec        108       462         943    GasA        TA          Y
## 1190          BLQ        492       443        1055    GasA        TA          Y
## 1191          Unf          0       785         855    GasA        Gd          Y
## 1192          Unf          0       369        1738    GasA        Gd          Y
## 1193          Unf          0      1618        1618    GasA        Ex          Y
## 1194          Unf          0      1721        1721    GasA        Ex          Y
## 1195          Unf          0       363        1868    GasA        Ex          Y
## 1196          Unf          0      1090        1090    GasA        Ex          Y
## 1197          Unf          0       316        1606    GasA        Ex          Y
## 1198          Unf          0      1209        1209    GasA        Ex          Y
## 1199          Unf          0      1054        1054    GasA        Gd          Y
## 1200          Unf          0       644        1524    GasA        Ex          Y
## 1201          Unf          0       560        1792    GasA        Ex          Y
## 1202          Unf          0       397        1780    GasA        Ex          Y
## 1203          Unf          0       426        1420    GasA        Ex          Y
## 1204          Unf          0      1088        1560    GasA        Ex          Y
## 1205          Unf          0       663        1686    GasA        Ex          Y
## 1206          Unf          0      1251        1666    GasA        Ex          Y
## 1207          Unf          0       728         728    GasA        Ex          Y
## 1208          Unf          0       738         738    GasA        Ex          Y
## 1209          Unf          0      1326        1326    GasA        Ex          Y
## 1210          Unf          0      1052        1052    GasA        Ex          Y
## 1211          Unf          0       738         738    GasA        Ex          Y
## 1212          Unf          0       767        1220    GasA        Ex          Y
## 1213          Unf          0       330        1368    GasA        Ex          Y
## 1214          Unf          0       306        1365    GasA        Ex          Y
## 1215          Unf          0      1126        1142    GasA        Ex          Y
## 1216          Unf          0       848         848    GasA        Ex          Y
## 1217          Unf          0       250         982    GasA        Ex          Y
## 1218          Unf          0      1035        1035    GasA        Gd          Y
## 1219          Unf          0       253        1044    GasA        Ex          Y
## 1220          Unf          0       655        1160    GasA        Ex          Y
## 1221          Unf          0       358        1540    GasA        Ex          Y
## 1222          Unf          0       815        1342    GasA        Ex          Y
## 1223          GLQ       1393        48        1733    GasA        Ex          Y
## 1224          BLQ        168       742        1290    GasA        Ex          Y
## 1225          GLQ       1039         0        1286    GasA        Ex          Y
## 1226          Unf          0      1100        1100    GasA        Ex          Y
## 1227          Unf          0       108        1670    GasA        Ex          Y
## 1228          Unf          0      1504        1504    GasA        Ex          Y
## 1229          Unf          0      1254        1278    GasA        Ex          Y
## 1230          Unf          0       200        2036    GasA        Ex          Y
## 1231          Unf          0       858         858    GasA        Ex          Y
## 1232          Unf          0      1118        1142    GasA        Ex          Y
## 1233          Unf          0      1400        1400    GasA        Ex          Y
## 1234          Unf          0      1131        1131    GasA        Ex          Y
## 1235          Unf          0       891         891    GasA        Ex          Y
## 1236          Unf          0       784         784    GasA        Ex          Y
## 1237          Unf          0       941         941    GasA        Ex          Y
## 1238          Unf          0        78         836    GasA        Ex          Y
## 1239          Unf          0       494        1398    GasA        Gd          Y
## 1240          Unf          0       939        1217    GasA        Gd          Y
## 1241          Unf          0       362         636    GasA        Ex          Y
## 1242          Unf          0       952         988    GasA        Ex          Y
## 1243         None          0         0           0    GasA        TA          Y
## 1244          Unf          0       252         864    GasA        Gd          Y
## 1245          Unf          0       430         984    GasA        TA          Y
## 1246          Rec        270       450         882    GasA        TA          Y
## 1247          Unf          0       744         925    GasA        Gd          Y
## 1248          Unf          0       312        1024    GasA        TA          Y
## 1249          Unf          0       268         912    GasA        TA          N
## 1250          Unf          0       253         912    GasA        TA          Y
## 1251          BLQ        497       228        1748    GasA        Gd          Y
## 1252          Unf          0       216        1334    GasA        Ex          Y
## 1253          Unf          0      1143        1143    GasA        Ex          Y
## 1254          Unf          0       600         600    GasA        Ex          Y
## 1255          Unf          0       403         756    GasA        Ex          Y
## 1256          Unf          0       530         530    GasA        Ex          Y
## 1257          Unf          0       569         569    GasA        Ex          Y
## 1258          Unf          0      1568        1568    GasA        Ex          Y
## 1259          Unf          0       191        1153    GasA        Ex          Y
## 1260          LwQ         68       713        1334    GasA        Gd          Y
## 1261          Unf          0       293        1051    GasA        Gd          Y
## 1262          Rec        483        56         900    GasA        Ex          Y
## 1263          Unf          0       216         976    GasA        TA          Y
## 1264          Unf          0        89         833    GasA        Gd          Y
## 1265          Unf          0       252        1051    GasA        TA          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1         SBrkr       896         0            0       896            0
## 2         SBrkr      1329         0            0      1329            0
## 3         SBrkr       928       701            0      1629            0
## 4         SBrkr       926       678            0      1604            0
## 5         SBrkr      1280         0            0      1280            0
## 6         SBrkr       763       892            0      1655            0
## 7         SBrkr      1187         0            0      1187            1
## 8         SBrkr       789       676            0      1465            0
## 9         SBrkr      1341         0            0      1341            1
## 10        SBrkr       882         0            0       882            1
## 11        SBrkr      1337         0            0      1337            1
## 12        SBrkr       483       504            0       987            0
## 13        SBrkr       525       567            0      1092            0
## 14        SBrkr       855       601            0      1456            0
## 15        SBrkr       836         0            0       836            0
## 16        SBrkr      1627       707            0      2334            0
## 17        SBrkr      1544         0            0      1544            0
## 18        SBrkr      1698         0            0      1698            0
## 19        SBrkr      1822         0            0      1822            0
## 20        SBrkr      2696         0            0      2696            1
## 21        SBrkr      1687       563            0      2250            1
## 22        SBrkr      1370         0            0      1370            0
## 23        SBrkr      1324         0            0      1324            0
## 24        SBrkr      1145         0            0      1145            0
## 25        SBrkr       744       630            0      1374            1
## 26        SBrkr       847       886            0      1733            0
## 27        SBrkr      1645       830            0      2475            0
## 28        SBrkr      1595         0            0      1595            0
## 29        SBrkr      1218         0            0      1218            0
## 30        SBrkr      1468         0            0      1468            1
## 31        SBrkr       831       828            0      1659            0
## 32        FuseA      1012         0            0      1012            0
## 33        SBrkr      1494         0            0      1494            1
## 34        SBrkr      1251      1098            0      2349            1
## 35        SBrkr      1402       823            0      2225            1
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## 38        SBrkr       600       600            0      1200            0
## 39        SBrkr       600       600            0      1200            1
## 40        SBrkr       600       636            0      1236            1
## 41        SBrkr       756       756            0      1512            1
## 42        SBrkr       530       550            0      1080            0
## 43        SBrkr      1418         0            0      1418            1
## 44        SBrkr       975       873            0      1848            1
## 45        SBrkr      1492         0            0      1492            1
## 46        SBrkr      1829         0            0      1829            1
## 47        SBrkr      1280      1215            0      2495            1
## 48        SBrkr      1287       604            0      1891            0
## 49        SBrkr       930       715            0      1645            0
## 50        SBrkr      1232         0            0      1232            1
## 51        SBrkr      1209         0            0      1209            1
## 52        SBrkr      1510         0            0      1510            1
## 53        SBrkr      1131       644            0      1775            0
## 54        SBrkr      1728         0            0      1728            2
## 55        SBrkr      1929       532            0      2461            0
## 56        SBrkr      1019       537            0      1556            0
## 57        SBrkr      1128         0            0      1128            1
## 58        SBrkr      1604         0            0      1604            0
## 59        SBrkr      1480         0            0      1480            1
## 60        SBrkr      1143         0            0      1143            1
## 61        SBrkr      1206         0            0      1206            0
## 62        SBrkr      1580         0            0      1580            1
## 63        FuseA       832       505            0      1337            0
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## 71        SBrkr      1157       687            0      1844            1
## 72        SBrkr       936         0            0       936            1
## 73        SBrkr      1347         0            0      1347            1
## 74        SBrkr       827       424            0      1251            0
## 75        SBrkr      1027       606            0      1633            0
## 76        SBrkr      1060       185            0      1245            0
## 77        SBrkr       832         0            0       832            0
## 78        SBrkr       930       636            0      1566            0
## 79        SBrkr      1157      1111            0      2268            0
## 80        FuseF      1128      1128            0      2256            0
## 81        SBrkr       868       602            0      1470            0
## 82        SBrkr      1030       582            0      1612            0
## 83        FuseA      1160       908            0      2068            0
## 84        FuseF       765         0            0       765            1
## 85        SBrkr       608       524            0      1132            1
## 86        FuseA       848       348            0      1196            0
## 87        FuseA       955       498            0      1453            0
## 88        SBrkr       780       636            0      1416            0
## 89        SBrkr       548       492            0      1040            0
## 90        FuseF       928       608            0      1536            0
## 91        SBrkr      1068         0            0      1068            1
## 92        SBrkr       888      1074            0      1962            0
## 93        SBrkr       780       780            0      1560            0
## 94        SBrkr       662       662            0      1324            0
## 95        SBrkr      1675         0            0      1675            0
## 96        SBrkr       725       499            0      1224            0
## 97        SBrkr      1212       180            0      1392            1
## 98        SBrkr       600       319            0       919            0
## 99        SBrkr       942       942            0      1884            0
## 100       SBrkr       936       744            0      1680            1
## 101       SBrkr      1832         0            0      1832            2
## 102       SBrkr       892         0            0       892            1
## 103       SBrkr       864         0            0       864            1
## 104       SBrkr      1373         0            0      1373            1
## 105       SBrkr       720       720            0      1440            0
## 106       SBrkr      1483         0            0      1483            1
## 107       SBrkr       756         0            0       756            0
## 108       SBrkr      1117       864            0      1981            1
## 109       FuseA      1052       558            0      1610            0
## 110       SBrkr      1074         0            0      1074            1
## 111       SBrkr      1169         0          362      1531            0
## 112       SBrkr      1172         0            0      1172            1
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## 123       SBrkr      1978         0            0      1978            1
## 124       SBrkr      1044      1054            0      2098            0
## 125       SBrkr       848         0            0       848            1
## 126       SBrkr       640         0            0       640            0
## 127       SBrkr       992         0            0       992            0
## 128       SBrkr      1196         0            0      1196            1
## 129       FuseF       792       328            0      1120            0
## 130       SBrkr      1096         0            0      1096            1
## 131       SBrkr       960         0            0       960            0
## 132       FuseA      1296         0            0      1296            0
## 133       SBrkr       856         0            0       856            1
## 134       SBrkr       862      1788            0      2650            0
## 135       SBrkr       894       772            0      1666            1
## 136       SBrkr      1225       908            0      2133            1
## 137       SBrkr      1102      1075            0      2177            0
## 138       SBrkr       896       756            0      1652            1
## 139       SBrkr      1034         0            0      1034            1
## 140       SBrkr      1191         0            0      1191            0
## 141       SBrkr       540         0            0       540            0
## 142       SBrkr       727       380            0      1107            0
## 143       SBrkr       952         0            0       952            0
## 144       SBrkr      1646         0            0      1646            1
## 145       SBrkr      1036       880            0      1916            1
## 146       SBrkr      1285         0            0      1285            0
## 147       SBrkr      2048         0            0      2048            0
## 148       SBrkr      1346         0            0      1346            1
## 149       SBrkr      1214         0            0      1214            0
## 150       SBrkr       744       700            0      1444            0
## 151       SBrkr      1264         0            0      1264            1
## 152       SBrkr      1430         0            0      1430            0
## 153       SBrkr      1344         0            0      1344            0
## 154       SBrkr       945         0            0       945            1
## 155       SBrkr       546       546            0      1092            0
## 156       SBrkr       546       546            0      1092            0
## 157       SBrkr       546       546            0      1092            0
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## 159       SBrkr       833         0            0       833            1
## 160       SBrkr      1216      1216            0      2432            0
## 161       SBrkr       624       650            0      1274            0
## 162       SBrkr       864       615            0      1479            0
## 163       SBrkr      1803         0            0      1803            1
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## 165       SBrkr       882         0            0       882            0
## 166       SBrkr      1434         0            0      1434            1
## 167       SBrkr       945       663            0      1608            0
## 168       SBrkr      1008      1275            0      2283            0
## 169       SBrkr       958       670            0      1628            0
## 170       SBrkr      2522         0            0      2522            1
## 171       SBrkr      1478         0            0      1478            1
## 172       SBrkr      1734         0            0      1734            1
## 173       SBrkr       751       631            0      1382            0
## 174       SBrkr       952       684            0      1636            1
## 175       SBrkr       707       809            0      1516            1
## 176       SBrkr      1190         0            0      1190            0
## 177       SBrkr       946       988            0      1934            1
## 178       SBrkr      1154       896            0      2050            0
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## 180       SBrkr      1539      1134            0      2673            0
## 181       SBrkr      1707         0            0      1707            0
## 182       SBrkr      1016       868            0      1884            1
## 183       SBrkr      1058       816            0      1874            0
## 184       SBrkr       972       839            0      1811            0
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## 186       SBrkr      1116         0            0      1116            1
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## 191       SBrkr       864         0            0       864            0
## 192       SBrkr       483       504            0       987            1
## 193       SBrkr       483       504            0       987            1
## 194       SBrkr       804       744            0      1548            0
## 195       SBrkr      1055         0            0      1055            0
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## 197       SBrkr       804       744            0      1548            0
## 198       SBrkr       855       601            0      1456            0
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## 201       SBrkr      1794       978            0      2772            1
## 202       SBrkr      1365      1325            0      2690            1
## 203       SBrkr      2020         0            0      2020            1
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## 206       SBrkr      1782         0            0      1782            1
## 207       SBrkr      1508      1012            0      2520            1
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## 209       SBrkr      1531         0            0      1531            1
## 210       SBrkr      1808         0            0      1808            1
## 211       SBrkr      1760         0            0      1760            1
## 212       SBrkr      2452         0            0      2452            2
## 213       SBrkr      1105      1295            0      2400            0
## 214       SBrkr      1606         0            0      1606            0
## 215       SBrkr      1358         0            0      1358            0
## 216       SBrkr      1306         0            0      1306            1
## 217       SBrkr      1358         0            0      1358            1
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##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
## 1               0        1        0            2            1          TA
## 2               0        1        1            3            1          Gd
## 3               0        2        1            3            1          TA
## 4               0        2        1            3            1          Gd
## 5               0        2        0            2            1          Gd
## 6               0        2        1            3            1          TA
## 7               0        2        0            3            1          TA
## 8               0        2        1            3            1          TA
## 9               0        1        1            2            1          Gd
## 10              0        1        0            2            1          TA
## 11              0        2        0            2            1          Gd
## 12              0        1        1            2            1          TA
## 13              0        1        1            3            1          TA
## 14              0        2        1            3            1          Gd
## 15              0        1        0            2            1          TA
## 16              0        2        1            3            1          Ex
## 17              0        2        0            3            1          Gd
## 18              0        2        0            3            1          Ex
## 19              0        2        0            3            1          Ex
## 20              0        2        1            3            1          Ex
## 21              0        2        1            3            1          Gd
## 22              0        2        0            2            1          Gd
## 23              0        2        0            3            1          Gd
## 24              0        2        0            2            1          Gd
## 25              0        2        1            3            1          Gd
## 26              0        2        1            3            1          Gd
## 27              0        2        1            4            1          Gd
## 28              0        2        0            2            1          Gd
## 29              0        2        0            2            1          Gd
## 30              0        2        0            2            1          Gd
## 31              0        2        1            3            1          Gd
## 32              0        1        0            2            1          TA
## 33              0        2        0            3            1          TA
## 34              0        2        1            4            1          Gd
## 35              0        2        1            4            1          Gd
## 36              0        2        0            2            1          Gd
## 37              0        2        1            2            1          Gd
## 38              0        2        1            2            1          Gd
## 39              0        2        1            2            1          Gd
## 40              0        2        1            2            1          Gd
## 41              0        2        1            2            1          Gd
## 42              0        2        1            2            1          Gd
## 43              0        1        1            1            1          Gd
## 44              0        2        1            3            1          Gd
## 45              0        2        0            3            1          Gd
## 46              0        2        0            4            1          TA
## 47              0        2        1            4            1          Gd
## 48              1        3        0            3            1          TA
## 49              0        1        2            4            1          TA
## 50              0        1        1            3            1          TA
## 51              0        1        0            3            1          TA
## 52              0        2        0            3            1          Gd
## 53              0        2        0            3            1          TA
## 54              0        2        0            6            2          TA
## 55              0        2        0            3            1          TA
## 56              0        2        0            3            1          TA
## 57              0        1        0            2            1          Gd
## 58              0        2        0            4            2          TA
## 59              0        2        0            3            1          Gd
## 60              0        1        0            3            1          TA
## 61              0        1        0            3            1          TA
## 62              0        1        1            3            1          TA
## 63              0        1        0            3            1          TA
## 64              1        1        0            2            1          Fa
## 65              0        1        0            3            1          TA
## 66              0        1        0            2            1          TA
## 67              1        1        0            2            1          TA
## 68              0        1        0            3            1          TA
## 69              0        1        1            3            1          TA
## 70              0        1        0            2            1          TA
## 71              0        1        0            3            1          TA
## 72              0        1        0            2            1          TA
## 73              1        1        0            3            1          Gd
## 74              0        1        0            3            1          Fa
## 75              0        1        0            3            1          Gd
## 76              0        1        0            3            1          TA
## 77              0        1        0            2            1          TA
## 78              0        2        0            3            1          Gd
## 79              0        3        0            3            1          Gd
## 80              0        2        0            4            2          Fa
## 81              0        1        1            2            1          TA
## 82              0        1        1            3            1          TA
## 83              0        1        1            3            1          Gd
## 84              0        1        0            2            1          Gd
## 85              0        1        0            2            1          TA
## 86              1        1        1            3            1          TA
## 87              0        1        1            3            1          Gd
## 88              0        1        1            3            1          TA
## 89              0        1        0            2            1          TA
## 90              0        2        0            4            1          TA
## 91              0        1        0            2            1          TA
## 92              0        1        1            4            1          TA
## 93              0        1        1            3            1          Gd
## 94              1        1        0            3            1          TA
## 95              0        2        0            3            1          TA
## 96              0        1        1            3            1          TA
## 97              0        1        0            3            1          TA
## 98              0        1        0            3            1          TA
## 99              0        1        1            4            1          TA
## 100             0        2        0            2            2          TA
## 101             0        2        0            4            2          TA
## 102             0        1        0            3            1          Gd
## 103             0        1        0            2            1          TA
## 104             0        1        0            3            1          TA
## 105             0        1        1            4            1          TA
## 106             0        1        1            1            1          TA
## 107             0        1        0            2            1          TA
## 108             0        2        1            4            1          Gd
## 109             1        2        0            4            1          Fa
## 110             0        1        0            3            1          Gd
## 111             0        1        0            3            1          TA
## 112             0        1        0            3            1          TA
## 113             0        1        0            1            1          Gd
## 114             0        2        0            3            1          TA
## 115             0        1        1            1            1          Gd
## 116             1        2        1            3            1          Gd
## 117             0        2        0            2            1          Gd
## 118             0        2        0            3            1          TA
## 119             0        1        0            2            1          TA
## 120             0        2        1            3            1          TA
## 121             0        1        1            3            1          TA
## 122             0        1        0            3            1          TA
## 123             0        2        1            3            1          Gd
## 124             0        2        1            4            1          Gd
## 125             0        1        0            1            1          Gd
## 126             0        1        0            2            1          TA
## 127             0        1        0            3            1          TA
## 128             0        1        0            3            1          TA
## 129             0        1        0            2            1          Fa
## 130             0        1        0            3            1          TA
## 131             0        1        0            3            1          TA
## 132             0        2        0            2            1          Fa
## 133             0        1        0            2            1          TA
## 134             0        3        0            6            2          TA
## 135             0        1        0            3            1          TA
## 136             0        1        1            4            1          TA
## 137             0        2        1            5            2          TA
## 138             0        2        1            3            1          Gd
## 139             0        1        0            1            1          Gd
## 140             0        2        0            2            1          Gd
## 141             0        1        0            1            1          TA
## 142             0        1        0            2            1          TA
## 143             0        1        0            3            1          TA
## 144             1        2        0            2            1          Gd
## 145             0        2        1            3            1          Gd
## 146             1        2        0            3            1          Gd
## 147             0        3        0            5            2          TA
## 148             0        2        0            3            1          Gd
## 149             0        2        0            2            1          Gd
## 150             0        2        1            3            1          TA
## 151             0        1        0            2            1          TA
## 152             0        2        0            3            1          Gd
## 153             0        2        0            3            1          TA
## 154             1        1        0            2            1          TA
## 155             0        1        1            3            1          TA
## 156             0        1        1            3            1          TA
## 157             0        1        1            3            1          TA
## 158             0        1        0            3            1          TA
## 159             0        1        0            2            1          Gd
## 160             0        4        2            4            2          TA
## 161             0        1        1            3            1          TA
## 162             0        2        0            5            1          TA
## 163             1        2        1            3            1          Gd
## 164             0        2        1            3            1          Gd
## 165             0        1        0            2            1          TA
## 166             0        2        0            4            1          TA
## 167             0        2        1            3            1          TA
## 168             0        2        1            4            1          Gd
## 169             0        2        1            3            1          TA
## 170             0        2        0            1            1          Gd
## 171             0        2        0            2            1          TA
## 172             0        2        0            2            1          Gd
## 173             0        2        1            3            1          TA
## 174             0        2        1            3            1          TA
## 175             0        2        1            3            1          Gd
## 176             0        2        0            3            1          Gd
## 177             0        2        1            3            1          TA
## 178             0        2        1            4            1          Gd
## 179             0        2        0            3            1          TA
## 180             0        2        1            4            1          Gd
## 181             0        2        0            3            1          TA
## 182             0        2        1            3            1          Ex
## 183             0        2        1            3            1          Gd
## 184             0        2        1            3            1          Gd
## 185             0        2        0            3            1          TA
## 186             0        2        0            3            1          TA
## 187             0        2        0            3            1          TA
## 188             0        1        1            2            1          TA
## 189             0        1        1            3            1          TA
## 190             0        1        0            3            1          TA
## 191             0        1        0            3            1          TA
## 192             0        1        1            2            1          TA
## 193             0        1        1            2            1          TA
## 194             0        2        1            3            1          TA
## 195             1        2        0            2            1          TA
## 196             0        2        1            3            1          TA
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## 1161            0        2        1            3            1          TA
## 1162            0        2        1            3            1          TA
## 1163            0        2        1            4            1          Gd
## 1164            0        2        1            3            1          Gd
## 1165            0        2        1            4            1          Gd
## 1166            1        2        0            3            1          TA
## 1167            0        2        0            2            1          TA
## 1168            0        3        1            3            1          Ex
## 1169            0        3        1            5            1          Ex
## 1170            0        2        1            4            1          Gd
## 1171            0        2        1            4            1          Ex
## 1172            0        3        1            4            1          Ex
## 1173            0        2        0            2            1          Gd
## 1174            0        2        1            3            1          Ex
## 1175            0        1        0            2            1          TA
## 1176            0        2        1            4            1          TA
## 1177            0        1        0            2            1          TA
## 1178            0        2        1            3            1          Gd
## 1179            0        3        0            3            1          Gd
## 1180            0        2        0            3            1          TA
## 1181            1        1        0            3            1          TA
## 1182            0        2        0            2            1          Gd
## 1183            0        1        1            3            1          TA
## 1184            0        1        1            3            1          Gd
## 1185            0        1        1            3            1          TA
## 1186            0        1        1            2            1          TA
## 1187            0        1        1            3            1          TA
## 1188            1        2        0            2            1          TA
## 1189            0        1        0            3            1          TA
## 1190            0        2        0            2            1          TA
## 1191            0        2        1            3            1          TA
## 1192            0        2        1            4            1          Ex
## 1193            0        2        0            2            1          Gd
## 1194            0        2        0            4            1          Gd
## 1195            0        2        0            2            1          Ex
## 1196            0        2        1            4            1          Ex
## 1197            0        2        1            3            1          Ex
## 1198            0        2        1            3            1          Ex
## 1199            0        2        1            4            1          Gd
## 1200            0        2        1            4            1          Ex
## 1201            0        2        0            2            1          Gd
## 1202            0        2        0            2            1          Ex
## 1203            0        2        1            3            1          Gd
## 1204            0        2        0            2            1          Ex
## 1205            0        2        0            1            1          Ex
## 1206            0        2        0            2            1          Gd
## 1207            0        2        1            3            1          Gd
## 1208            0        2        1            3            1          Gd
## 1209            0        2        0            3            1          Gd
## 1210            0        2        1            4            1          Gd
## 1211            0        2        1            3            1          Gd
## 1212            0        2        0            2            1          Gd
## 1213            0        2        0            2            1          Gd
## 1214            0        2        0            2            1          Gd
## 1215            0        2        0            2            1          Gd
## 1216            0        2        1            3            1          Gd
## 1217            0        2        1            3            1          TA
## 1218            0        3        1            4            1          Gd
## 1219            0        2        1            3            1          Gd
## 1220            0        2        1            3            1          Gd
## 1221            0        2        1            4            1          Ex
## 1222            0        2        1            4            1          Gd
## 1223            0        3        1            4            1          Ex
## 1224            0        2        1            4            1          Gd
## 1225            0        2        1            3            1          Gd
## 1226            0        2        1            3            1          Gd
## 1227            0        2        1            2            1          Gd
## 1228            0        2        0            3            1          Gd
## 1229            0        2        0            2            1          Gd
## 1230            0        3        1            3            1          Ex
## 1231            0        2        1            3            1          Gd
## 1232            0        1        1            3            1          Gd
## 1233            0        2        0            3            1          Gd
## 1234            0        1        1            3            1          Gd
## 1235            0        2        1            3            1          Gd
## 1236            0        2        1            3            1          Gd
## 1237            0        2        1            3            1          TA
## 1238            0        2        1            3            1          Gd
## 1239            0        2        0            2            1          Gd
## 1240            0        2        0            2            1          Gd
## 1241            0        2        1            3            1          Gd
## 1242            0        1        0            3            1          TA
## 1243            0        2        0            4            2          TA
## 1244            0        1        0            2            1          TA
## 1245            0        1        0            3            1          TA
## 1246            0        1        0            3            1          TA
## 1247            0        1        0            2            1          TA
## 1248            0        1        1            3            1          TA
## 1249            0        1        0            3            1          TA
## 1250            0        1        0            3            1          TA
## 1251            2        2        0            3            1          Gd
## 1252            0        2        1            3            1          Gd
## 1253            0        1        1            1            1          Gd
## 1254            0        2        1            2            1          Gd
## 1255            0        2        1            2            1          Gd
## 1256            0        2        1            2            1          Gd
## 1257            0        2        1            3            1          Gd
## 1258            0        2        0            3            1          Gd
## 1259            0        2        0            2            1          TA
## 1260            0        2        0            3            1          TA
## 1261            0        1        0            3            1          TA
## 1262            0        1        1            4            1          TA
## 1263            0        1        0            2            1          Gd
## 1264            0        1        0            3            1          TA
## 1265            0        1        0            3            1          TA
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1               5        Typ          0        None     Attchd        1961
## 2               6        Typ          0        None     Attchd        1958
## 3               6        Typ          1          TA     Attchd        1997
## 4               7        Typ          1          Gd     Attchd        1998
## 5               5        Typ          0        None     Attchd        1992
## 6               7        Typ          1          TA     Attchd        1993
## 7               6        Typ          0        None     Attchd        1992
## 8               7        Typ          1          Gd     Attchd        1998
## 9               5        Typ          1          Po     Attchd        1990
## 10              4        Typ          0        None     Attchd        1970
## 11              5        Typ          1          Fa     Attchd        1999
## 12              5        Typ          0        None     Detchd        1971
## 13              6        Typ          0        None     Detchd        1997
## 14              6        Typ          1          TA     Attchd        1975
## 15              4        Typ          0        None     Attchd        1975
## 16             10        Typ          1          Gd     Attchd        2009
## 17              7        Typ          0        None     Attchd        2009
## 18              7        Typ          1          Gd     Attchd        2005
## 19              8        Typ          1          Gd     Attchd        2005
## 20             10        Typ          2          Gd     Attchd        2003
## 21              7        Typ          1          Ex     Attchd        2002
## 22              6        Typ          1          Gd     Attchd        2006
## 23              6        Typ          0        None     Attchd        2005
## 24              6        Typ          0        None     Attchd        2006
## 25              7        Typ          1          Gd    BuiltIn        2004
## 26              7        Typ          1          Gd    BuiltIn        2004
## 27              7        Typ          1          TA     Attchd        1998
## 28              6        Typ          1          Gd     Attchd        2005
## 29              4        Typ          0        None     Attchd        2009
## 30              6        Typ          1          Gd     Attchd        2005
## 31              8        Typ          0        None     Attchd        2004
## 32              5        Typ          0        None     Detchd        1920
## 33              7        Typ          2          Fa     Attchd        1974
## 34              9        Typ          1          TA     Attchd        1993
## 35              7        Typ          1          TA     Attchd        1992
## 36              6        Typ          1          Gd     Attchd        2004
## 37              3        Typ          0        None     Attchd        2004
## 38              4        Typ          0        None     Detchd        2004
## 39              4        Typ          0        None     Detchd        2004
## 40              4        Typ          0        None     Detchd        2005
## 41              5        Typ          0        None     Detchd        2000
## 42              4        Typ          0        None     Attchd        2003
## 43              6        Typ          1          Gd     Attchd        2010
## 44              7        Typ          1          TA     Attchd        2000
## 45              6        Typ          1          Gd     Attchd        2002
## 46              8        Typ          0        None     Attchd        1967
## 47              9        Typ          1          TA     Attchd        1993
## 48              7        Typ          1          TA     Attchd        1978
## 49              7        Typ          0        None     Attchd        1971
## 50              6        Typ          0        None     Attchd        1966
## 51              6        Typ          0        None     Attchd        1966
## 52              6        Typ          0        None     Attchd        1967
## 53              8        Typ          0        None     Attchd        1964
## 54             10        Typ          0        None       None           0
## 55              7       Min2          2          Gd     Detchd        1994
## 56              6        Typ          1          Gd     Attchd        1949
## 57              5        Typ          1          Gd     Attchd        1966
## 58              8        Typ          0        None     Attchd        1958
## 59              7        Typ          0        None     Attchd        2003
## 60              6        Typ          0        None     Attchd        1959
## 61              6        Typ          0        None     Attchd        1959
## 62              6        Typ          2          Gd     Attchd        1956
## 63              5        Typ          0        None     Attchd        1956
## 64              4        Typ          0        None     Detchd        1952
## 65              5        Typ          0        None     Attchd        1955
## 66              5        Typ          0        None     Attchd        1958
## 67              4        Typ          0        None     Detchd        1989
## 68              5        Typ          0        None     Detchd        1950
## 69              6        Typ          0        None     Detchd        1960
## 70              7       Min1          1          TA     Attchd        1963
## 71              9       Min2          2          Gd    Basment        1900
## 72              5        Typ          1          Gd       None           0
## 73              6        Typ          0        None     Detchd        1957
## 74              6        Typ          0        None     Detchd        1938
## 75              7        Typ          1          Gd     Detchd        1948
## 76              6        Typ          0        None     Detchd        1962
## 77              5        Typ          1          Gd     Detchd        1928
## 78              7        Typ          0        None     Detchd        1930
## 79              7        Typ          0        None     Detchd        2003
## 80             12        Typ          0        None       None           0
## 81              6       Min1          0        None     Detchd        1970
## 82              7        Typ          0        None     Detchd        1950
## 83              8        Typ          1          Gd     Detchd        1928
## 84              4        Typ          0        None     Detchd        1926
## 85              5        Typ          0        None     Detchd        1939
## 86              6        Typ          2          Gd     Detchd        1973
## 87              7       Min2          2          Fa     Detchd        1942
## 88              6        Typ          0        None     Detchd        1948
## 89              5        Typ          0        None     Detchd        1979
## 90              7        Typ          1          Gd     Detchd        1930
## 91              5        Typ          1          Gd     Detchd        1923
## 92              9        Typ          1          TA     Detchd        1915
## 93              7        Typ          0        None       None           0
## 94              6        Typ          0        None     Detchd        1920
## 95              8        Typ          2          Gd     Attchd        1959
## 96              6        Mod          0        None     Detchd        1917
## 97              6        Typ          0        None       None           0
## 98              5        Typ          0        None     Detchd        1940
## 99              7        Typ          0        None       None           0
## 100             7        Typ          1          Gd     Detchd        1910
## 101             8        Typ          0        None       None           0
## 102             5        Typ          0        None     Detchd        1966
## 103             4        Typ          0        None     Detchd        1969
## 104             5        Typ          2          TA     Attchd        1978
## 105             7        Typ          2          TA     Attchd        1968
## 106             4        Typ          2          TA     Attchd        1977
## 107             4        Typ          0        None     Detchd        1945
## 108             8        Typ          1          TA     Attchd        1978
## 109             8        Typ          1          Gd     Attchd        1938
## 110             6        Typ          1          TA     Attchd        1987
## 111             8        Typ          1          TA     Detchd        1947
## 112             5        Typ          0        None     Attchd        1954
## 113             5        Typ          2          TA     Attchd        2009
## 114             5        Typ          0        None     Detchd        1964
## 115             4        Typ          2          TA     Attchd        1987
## 116             8        Typ          1          Gd     2Types        2000
## 117             6        Typ          0        None     Attchd        2009
## 118             6        Typ          0        None     Detchd        1957
## 119             4        Typ          0        None     Attchd        1998
## 120             8        Typ          1          TA     Attchd        1997
## 121             5        Typ          0        None     Attchd        1977
## 122             5        Typ          0        None     Detchd        1977
## 123             8        Typ          1          Gd     Attchd        2003
## 124             9        Typ          1          TA     Attchd        1997
## 125             4        Typ          0        None     Attchd        2003
## 126             5       Min1          0        None     Detchd        1945
## 127             6        Typ          0        None     Detchd        1954
## 128             6        Typ          0        None     Attchd        1968
## 129             5        Typ          0        None     Detchd        1956
## 130             5        Typ          1          Fa     Detchd        1975
## 131             5        Typ          0        None       None           0
## 132             5        Typ          1          Gd     Detchd        1979
## 133             4        Typ          1          Gd     Detchd        1939
## 134            10       Min2          0        None       None           0
## 135             7        Typ          1          Gd       None           0
## 136             8        Typ          2          TA     Attchd        1941
## 137            11        Typ          0        None     Detchd        1950
## 138             6        Typ          0        None    BuiltIn        1994
## 139             4        Typ          1          TA     Attchd        1989
## 140             5        Typ          1          TA     Attchd        1989
## 141             4        Typ          0        None     Detchd        1951
## 142             5        Typ          0        None     Detchd        1950
## 143             5        Typ          0        None     Detchd        1896
## 144             5        Typ          1          Gd     Attchd        2004
## 145             8        Typ          1          TA     Attchd        1998
## 146             6        Typ          1          Fa     Attchd        1977
## 147             9        Typ          0        None     2Types        1976
## 148             6        Typ          1          TA     Attchd        2008
## 149             6        Typ          0        None     Attchd        2010
## 150             7        Typ          0        None    BuiltIn        2007
## 151             7        Typ          1          TA     Attchd        1965
## 152             7        Typ          0        None     Attchd        2004
## 153             7        Typ          1          Gd     Attchd        2001
## 154             5        Typ          1          Po     Attchd        1973
## 155             5        Typ          0        None       None           0
## 156             5        Typ          0        None       None           0
## 157             5        Typ          0        None     Attchd        1972
## 158             5        Typ          0        None     Detchd        1971
## 159             5        Typ          0        None     Attchd        1984
## 160            10        Typ          0        None     Attchd        1985
## 161             6        Typ          0        None     Detchd        1993
## 162             8        Typ          0        None     Attchd        1969
## 163             6        Typ          2          TA     Attchd        1994
## 164             7        Typ          1          Fa     Attchd        1993
## 165             5        Typ          0        None     Attchd        1956
## 166             7        Typ          1          Gd     Attchd        1974
## 167             7        Typ          1          TA     Attchd        1997
## 168             9        Typ          1          Gd    BuiltIn        2003
## 169             7        Typ          1          TA    BuiltIn        1996
## 170             8        Typ          1          Gd     Attchd        2004
## 171             5        Typ          0        None     Attchd        1998
## 172             6        Typ          0        None     Attchd        1995
## 173             7        Typ          1          TA    BuiltIn        1998
## 174             7        Typ          1          TA     Attchd        1998
## 175             7        Typ          1          TA     Attchd        1994
## 176             6        Typ          1          TA     Attchd        1993
## 177             6        Typ          1          TA     Attchd        1977
## 178             8        Typ          1          TA     Attchd        1978
## 179             7        Typ          1          TA     Attchd        1978
## 180             9        Typ          1          TA    BuiltIn        1980
## 181             7        Typ          1          TA     Attchd        1978
## 182             7        Typ          1          Ex     Attchd        2003
## 183             7        Typ          1          TA     Attchd        2000
## 184             7        Typ          1          Gd     Attchd        2002
## 185             7        Typ          2          Fa     Attchd        1975
## 186             6        Typ          1          TA     Attchd        1974
## 187             5        Typ          1          TA     Attchd        1975
## 188             6        Typ          0        None     Attchd        1970
## 189             6        Typ          0        None     Attchd        1971
## 190             5        Typ          0        None     Detchd        2001
## 191             5        Typ          0        None     Detchd        1986
## 192             5        Typ          0        None     Detchd        1973
## 193             5        Typ          0        None     Detchd        1972
## 194             7        Typ          1          TA     Detchd        1976
## 195             4        Typ          1          Fa     Attchd        1975
## 196             6        Typ          1          TA     Attchd        1977
## 197             7        Typ          1          TA     Detchd        1978
## 198             6        Typ          1          TA     Attchd        1978
## 199             5        Typ          0        None     Attchd        1976
## 200             5        Typ          1          TA     Attchd        1966
## 201            10        Typ          3          Gd    BuiltIn        2007
## 202             8        Typ          1          Gd     Attchd        2009
## 203             7        Typ          1          Gd     Attchd        2008
## 204             8        Typ          2          Gd     Attchd        2007
## 205             7        Typ          1          Gd     Attchd        2008
## 206             7        Typ          2          Gd     Attchd        2004
## 207            10        Typ          1          Gd    BuiltIn        2007
## 208             8        Typ          1          Gd     Attchd        2008
## 209             6        Typ          1          Gd     Attchd        2006
## 210             7        Typ          1          Gd     Attchd        2008
## 211             8        Typ          1          Gd     Attchd        2003
## 212            10        Typ          1          Gd     Attchd        2003
## 213            10        Typ          1          Gd    BuiltIn        2003
## 214             6        Typ          1          Gd     Attchd        2006
## 215             6        Typ          1          Gd     Attchd        2005
## 216             5        Typ          1          Gd     Attchd        2005
## 217             6        Typ          1          Gd     Attchd        2008
## 218             8        Typ          1          Ex     Attchd        2004
## 219             8        Typ          1          Gd     Attchd        2003
## 220             6        Typ          1          Gd     Attchd        2008
## 221             6        Typ          1          Gd     Attchd        2008
## 222             8        Typ          1          Gd     Attchd        2002
## 223             6        Typ          1          TA     Attchd        2003
## 224             8        Typ          1          Gd     Attchd        2005
## 225             7        Typ          1          Gd     Attchd        2005
## 226             5        Typ          1          Gd     Attchd        2005
## 227             6        Typ          1          Gd    BuiltIn        2004
## 228             7        Typ          1          Gd    BuiltIn        2004
## 229             7        Typ          1          Gd     Attchd        2004
## 230             8        Typ          1          Gd     Attchd        2003
## 231             7        Typ          1          TA     Attchd        2003
## 232             8        Typ          1          Gd    BuiltIn        2002
## 233             7        Typ          0        None    BuiltIn        2004
## 234             7        Typ          1          TA     Attchd        2000
## 235             7        Typ          1          TA    BuiltIn        1999
## 236             8        Typ          1          TA    BuiltIn        1999
## 237             7        Typ          1          TA    BuiltIn        1999
## 238            10        Typ          2          TA    BuiltIn        2000
## 239             7        Typ          2          Gd     Attchd        1994
## 240             7        Typ          1          TA     Attchd        1995
## 241             8        Typ          1          TA     Attchd        1993
## 242             7        Typ          0        None     Attchd        2008
## 243             7        Typ          1          Gd     Attchd        2008
## 244             7        Typ          1          Gd     Attchd        2007
## 245             7        Typ          1          Gd     Attchd        2006
## 246             9        Typ          2          Gd     Attchd        2005
## 247             6        Typ          0        None     Attchd        2008
## 248             7        Typ          0        None     Attchd        2008
## 249             7        Typ          1          Gd     Attchd        2008
## 250             6        Typ          1          Gd     Attchd        2006
## 251             8        Typ          1          Gd     Attchd        2006
## 252             8        Typ          1          Gd     Attchd        2009
## 253             8        Typ          1          Gd     Attchd        2006
## 254             6        Typ          0        None     Attchd        2003
## 255             6        Typ          0        None     Attchd        2003
## 256             6        Typ          0        None     Detchd        2007
## 257             6        Typ          0        None     Detchd        2006
## 258             5        Typ          0        None       None           0
## 259             8        Typ          0        None    BuiltIn        2004
## 260             6        Typ          0        None     Attchd        2004
## 261             6        Typ          0        None     Detchd        2005
## 262             6        Typ          0        None       None           0
## 263             6        Typ          0        None     Detchd        2004
## 264             6        Typ          0        None     Attchd        2008
## 265             8        Typ          1          TA     Attchd        1997
## 266             6        Typ          0        None     Attchd        1992
## 267             5        Typ          0        None     Attchd        1990
## 268             6        Typ          0        None     Attchd        1994
## 269             6        Typ          0        None     Attchd        1986
## 270             8        Typ          2          TA     Attchd        1981
## 271             5        Typ          0        None     Detchd        1969
## 272             5        Typ          0        None     Detchd        1982
## 273             5        Typ          0        None     Attchd        1961
## 274             5        Typ          0        None     Attchd        1965
## 275             6        Typ          0        None     Attchd        1963
## 276             6        Typ          0        None     Attchd        1962
## 277             6       Maj1          2          Gd     Attchd        1980
## 278             7        Typ          1          TA     Attchd        1991
## 279             9        Mod          1          TA    BuiltIn        2004
## 280             6        Typ          1          Gd     Attchd        2008
## 281             5        Typ          1          Gd     Attchd        2008
## 282             4        Typ          0        None     Detchd        2000
## 283             6        Typ          0        None     Detchd        1999
## 284             5        Typ          1          Gd     Attchd        1977
## 285             7        Typ          0        None     Attchd        1981
## 286             5        Typ          1          Gd     Attchd        1976
## 287             7        Typ          2          TA     Attchd        1974
## 288             8        Typ          1          TA     Attchd        1967
## 289             6        Typ          1          Fa     Attchd        1969
## 290             5        Typ          0        None     Attchd        1969
## 291             8        Typ          2          TA     Attchd        1977
## 292             5        Typ          0        None     Attchd        1967
## 293             7        Typ          0        None     Attchd        1967
## 294             8        Typ          1          TA     Attchd        1974
## 295             5        Typ          1          Gd     Attchd        1971
## 296             5        Typ          1          Po     Detchd        1988
## 297             5        Typ          0        None     Detchd        1960
## 298             6        Typ          1          Gd     Attchd        1982
## 299             7       Min1          1          Gd     Detchd        1956
## 300             6        Typ          1          TA     Attchd        1961
## 301             6        Typ          2          Gd     Detchd        1964
## 302             7        Typ          1          TA     Attchd        1965
## 303             7        Typ          1          Po    BuiltIn        1961
## 304             5        Typ          0        None     Attchd        1955
## 305             5        Typ          0        None     Attchd        1967
## 306             6        Typ          1          TA     Attchd        1961
## 307             5        Typ          2          Gd     Attchd        1966
## 308             6        Typ          0        None     Attchd        1956
## 309             5        Typ          2          Gd     Attchd        1960
## 310             6        Typ          0        None     Attchd        1959
## 311             6        Typ          0        None     Attchd        1956
## 312             6        Typ          0        None     Attchd        1955
## 313             6        Typ          2          Gd     Attchd        1956
## 314             8        Typ          0        None     Detchd        1958
## 315             6        Typ          0        None     Attchd        1954
## 316             5        Typ          0        None    Basment        1951
## 317             4        Typ          0        None     Detchd        1945
## 318             5        Typ          0        None     Attchd        1952
## 319             7        Typ          0        None     Attchd        1953
## 320             6        Typ          1          Gd     Attchd        1948
## 321             6        Typ          0        None     Attchd        1950
## 322             4        Typ          0        None     Attchd        1958
## 323             7        Typ          0        None     Detchd        1939
## 324             6        Typ          0        None     Detchd        1940
## 325             6        Typ          0        None     Detchd        1987
## 326             8       Min2          1          TA     Detchd        1954
## 327             5        Typ          0        None     Detchd        2008
## 328             4        Typ          0        None       None           0
## 329             4        Typ          0        None     Detchd        1980
## 330             4        Typ          0        None     Detchd        1959
## 331            12        Typ          0        None     Attchd        1969
## 332             6        Typ          0        None     Attchd        1963
## 333             6       Min1          1          Po     Attchd        1967
## 334             6        Typ          0        None     Detchd        1985
## 335             5        Typ          0        None     Detchd        1957
## 336             5        Typ          1          Gd    Basment        1958
## 337             5        Typ          0        None     Detchd        1989
## 338             6        Typ          0        None     Attchd        1958
## 339             4        Typ          0        None     Detchd        1952
## 340             6        Typ          0        None     Attchd        1959
## 341             6        Typ          0        None     Detchd        1949
## 342             6        Typ          0        None     Detchd        1994
## 343             8        Typ          0        None     Attchd        1964
## 344             4        Typ          0        None     Attchd        1978
## 345             6        Typ          1          Fa     Attchd        1963
## 346             6        Typ          0        None     Detchd        1920
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## 398             8        Typ          0        None     Detchd        1979
## 399             8        Typ          0        None     Attchd        1979
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## 401             8        Typ          0        None     Attchd        1979
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## 403             8        Typ          2          TA    BuiltIn        2000
## 404             8        Typ          2          TA    BuiltIn        2000
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## 416             7        Typ          1          TA     Attchd        1998
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## 418             6        Typ          1          TA     Attchd        2001
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## 435             7       Min1          1          TA     Attchd        1956
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## 442             5        Typ          0        None     Attchd        1960
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## 444             6        Typ          1          Gd     Attchd        1954
## 445             6        Typ          1          Gd     Attchd        1960
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## 449             5        Typ          1          TA     Attchd        1980
## 450             5        Typ          1          TA     Attchd        1980
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## 455             5        Typ          1          Gd     Attchd        2007
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## 457             7        Typ          1          TA    BuiltIn        2000
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## 459             5        Typ          2          Fa     Attchd        1977
## 460             5        Typ          0        None     Detchd        1991
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## 462             7        Typ          0        None     Attchd        2008
## 463             7        Typ          1          TA    BuiltIn        1980
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## 465             9        Typ          0        None     Attchd        2003
## 466             7        Typ          1          Gd     Attchd        2007
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## 469             4        Typ          0        None     Detchd        1998
## 470             5        Typ          0        None     Attchd        1993
## 471             5        Typ          1          Fa     Detchd        1998
## 472             6        Typ          0        None     Detchd        2001
## 473             7        Typ          1          TA     Attchd        1969
## 474             7        Typ          1          TA     Attchd        1997
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## 476             7        Typ          0        None     Attchd        1998
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## 478             7        Typ          0        None     Attchd        1996
## 479             6       Min1          1          TA     Attchd        1997
## 480             5        Typ          0        None     Attchd        1992
## 481             7        Typ          1          TA     Attchd        1998
## 482             7        Typ          0        None     Attchd        1991
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## 484             9        Typ          1          Gd    BuiltIn        2005
## 485             7        Typ          1          Gd     Attchd        2004
## 486             7       Min2          2          Gd     Attchd        1952
## 487             6        Typ          1          Gd     Attchd        2007
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## 490             6        Typ          0        None     Attchd        1983
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## 492             6        Typ          1          TA     Attchd        1979
## 493             6        Typ          1          Po     Attchd        1976
## 494             7       Min1          1          TA     Attchd        1980
## 495             7        Typ          0        None     Detchd        1969
## 496             8       Min2          2          Gd     Attchd        1978
## 497             5        Typ          1          Gd     Attchd        1976
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## 499             8        Typ          0        None     Detchd        1982
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## 501             5        Typ          0        None     Detchd        1977
## 502             5        Typ          0        None     Detchd        1973
## 503             5        Typ          0        None     Detchd        1975
## 504             6        Typ          0        None     Detchd        1972
## 505             7        Typ          0        None     Attchd        1975
## 506             4        Typ          0        None     Attchd        1977
## 507             7        Typ          0        None     Attchd        2007
## 508             9        Typ          1          Ex     Attchd        2007
## 509             7        Typ          1          Gd     Attchd        2007
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## 515             7        Typ          2          Gd     Attchd        2003
## 516             7        Typ          1          TA     Attchd        2003
## 517            10        Typ          1          TA     Attchd        2001
## 518             9        Typ          1          Gd    BuiltIn        2003
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## 522             6        Typ          1          Gd     Attchd        2007
## 523             6        Typ          1          Gd     Attchd        2007
## 524             6        Typ          0        None    BuiltIn        2003
## 525             6        Typ          1          TA     Attchd        2003
## 526             7        Typ          1          TA     Attchd        2004
## 527             5        Typ          1          Gd     Attchd        2007
## 528             8        Typ          1          Gd     Attchd        2004
## 529             7        Typ          1          Gd    BuiltIn        2002
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## 531             6        Typ          1          Gd     Attchd        2008
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## 533             6        Typ          1          Gd     Attchd        2002
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## 535             7        Typ          1          TA    BuiltIn        1999
## 536             9        Typ          1          TA     Attchd        1997
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## 543             7        Typ          1          Gd    BuiltIn        2007
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## 552             6        Typ          0        None     Attchd        2007
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## 555             6        Typ          0        None     Attchd        1994
## 556             7        Typ          0        None     Attchd        2001
## 557             7        Typ          0        None     Attchd        1992
## 558             5        Typ          1          TA     Attchd        1963
## 559             5        Typ          1          TA     Detchd        1962
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## 561             5        Typ          0        None     Attchd        1963
## 562             6        Typ          2          TA     Attchd        1974
## 563             5        Typ          1          Gd     Detchd        1972
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## 566             5        Typ          0        None     Attchd        2004
## 567             5        Typ          0        None     Detchd        2005
## 568             5        Typ          0        None     Detchd        2007
## 569             6        Typ          0        None     Detchd        1999
## 570             5        Typ          1          TA     Attchd        2000
## 571             5        Typ          1          TA     Attchd        2001
## 572             5        Typ          1          TA     Attchd        2001
## 573             5        Typ          1          TA     Attchd        1999
## 574             5        Typ          0        None     Detchd        1999
## 575             7        Typ          1          TA     Attchd        2001
## 576             7        Typ          0        None     Detchd        1999
## 577             7        Typ          0        None     Detchd        2000
## 578             7        Typ          1          TA     Attchd        1998
## 579             4        Typ          1          Fa     Attchd        1995
## 580             9        Typ          1          Gd     Attchd        1977
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## 582             7        Typ          1          TA     Attchd        2002
## 583             7        Typ          0        None     Attchd        1969
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## 586             8        Typ          0        None     Detchd        1965
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## 588             5        Typ          0        None     Detchd        1978
## 589            10        Typ          0        None     Detchd        1987
## 590             7        Typ          0        None     Attchd        1971
## 591             6        Typ          0        None     Attchd        1956
## 592             5        Typ          0        None     Attchd        1961
## 593             6        Typ          0        None     Attchd        1960
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## 595             6        Typ          0        None     Attchd        1960
## 596             7        Typ          1          Gd     Attchd        1950
## 597             5        Typ          0        None     Attchd        1953
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## 600             7        Typ          0        None     Attchd        1959
## 601             5        Typ          1          TA     Attchd        1958
## 602             5        Typ          0        None     Attchd        1956
## 603             4        Typ          0        None     Attchd        1952
## 604             6        Typ          0        None     Detchd        1971
## 605             5        Typ          0        None     Detchd        1953
## 606             6        Typ          2          Gd     Attchd        1957
## 607             7       Maj2          1          TA     Attchd        1957
## 608             9        Typ          0        None     Detchd        1958
## 609             3        Typ          0        None     Detchd        1948
## 610             5        Typ          0        None     Detchd        1932
## 611             4        Typ          0        None     Detchd        1997
## 612             7        Typ          1          Gd     Detchd        1968
## 613             5        Typ          1          Fa     Attchd        1990
## 614             6        Typ          1          Gd     Attchd        1958
## 615             5        Typ          0        None    CarPort        1960
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## 617             6        Typ          0        None     Attchd        1959
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## 620             4        Typ          0        None     Detchd        1954
## 621             6        Typ          0        None     Attchd        1954
## 622            10        Typ          0        None       None           0
## 623             6        Typ          0        None     Detchd        1955
## 624             4        Typ          0        None     Attchd        1954
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## 626             7        Typ          0        None     Detchd        2008
## 627             6        Typ          0        None     Detchd        1948
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## 629             4        Typ          0        None     Detchd        1950
## 630             7        Typ          0        None     Detchd        1915
## 631             9        Typ          0        None       None           0
## 632             8        Mod          0        None     Detchd        1958
## 633             6        Typ          1          Gd     Detchd        1920
## 634             5        Typ          1          TA       None           0
## 635             8        Typ          2          Gd     Detchd        1940
## 636             5        Typ          0        None     Detchd        1930
## 637             5        Typ          0        None       None           0
## 638             5        Typ          1          Po     Detchd        1959
## 639             3        Typ          0        None     Detchd        1949
## 640             6       Maj2          0        None       None           0
## 641            10        Typ          0        None     Detchd        1950
## 642             7        Typ          0        None     Detchd        1935
## 643             5        Typ          0        None     Detchd        1961
## 644            10        Typ          0        None     2Types        1930
## 645             7        Typ          0        None       None           0
## 646             5       Maj1          0        None     Detchd        1920
## 647            10        Typ          1          Gd     Detchd        1950
## 648             5        Typ          0        None     Detchd        1959
## 649             5        Typ          0        None     Detchd        1959
## 650             5        Typ          1          Po     Detchd        1992
## 651             8        Typ          0        None     Attchd        1945
## 652             6        Typ          1          Gd     Detchd        1950
## 653             6        Typ          0        None     Detchd        1941
## 654             6        Typ          0        None     Detchd        1926
## 655             6        Typ          1          Gd     Detchd        1940
## 656             5        Typ          1          Fa     Detchd        1924
## 657             5        Typ          0        None     Detchd        2004
## 658             7        Typ          1          Gd     Detchd        1939
## 659             6        Typ          0        None     Detchd        1926
## 660             6        Typ          1          Gd    BuiltIn        1920
## 661             4        Typ          0        None     Detchd        1946
## 662             6        Typ          0        None     Detchd        1990
## 663             6       Min2          0        None     Attchd        1925
## 664             7       Min2          1          Gd     Detchd        1939
## 665             7        Typ          0        None     Detchd        1960
## 666             8        Typ          0        None     Detchd        1970
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## 669             4        Typ          0        None     Detchd        1930
## 670             7        Typ          0        None     Detchd        1952
## 671             9       Min1          1          Gd     Detchd        1938
## 672             6        Typ          0        None     Detchd        1950
## 673             5        Typ          0        None     Detchd        1993
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## 675             5        Typ          0        None     Detchd        1997
## 676             8        Typ          0        None       None           0
## 677             6        Typ          0        None     Detchd        1947
## 678             6        Typ          0        None     Detchd        1996
## 679             6        Typ          1          Fa     Attchd        1978
## 680             6        Typ          0        None     Attchd        1967
## 681             6        Typ          1          Po    Basment        1978
## 682             6        Typ          0        None     Attchd        1967
## 683             5        Typ          0        None     Attchd        1984
## 684             6        Typ          0        None    CarPort        1920
## 685             6        Typ          0        None     Attchd        1963
## 686             4        Typ          1          TA     Attchd        1956
## 687             7        Mod          2          TA    Basment        1960
## 688             6       Min1          0        None     2Types        1973
## 689             5        Typ          0        None     2Types        1979
## 690             7        Typ          2          Gd     Attchd        1979
## 691             5        Typ          1          Gd     Attchd        1948
## 692             5        Typ          2          Gd       None           0
## 693             6        Typ          1          TA     Attchd        1956
## 694             4        Typ          0        None       None           0
## 695             7        Typ          0        None     Detchd        1962
## 696             9        Typ          1          TA    BuiltIn        1995
## 697             7        Typ          1          TA     Attchd        1994
## 698             9        Typ          1          TA     Attchd        1993
## 699             8        Typ          1          TA     Attchd        1996
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## 702             7        Typ          2          Gd     Attchd        2008
## 703             8        Typ          2          Gd     Attchd        2008
## 704             6        Typ          1          Fa     Attchd        1995
## 705             6        Typ          1          Gd     Attchd        1966
## 706             5        Typ          0        None     Detchd        1997
## 707             5        Typ          1          TA     Attchd        1997
## 708             6        Typ          0        None     Attchd        1997
## 709             6        Typ          0        None     Attchd        2000
## 710             6        Typ          0        None     Attchd        2000
## 711             5        Typ          0        None     Attchd        1978
## 712             5        Typ          1          Fa     Detchd        1985
## 713             5       Min2          0        None     Attchd        1975
## 714             8        Typ          1          TA     Attchd        2001
## 715             7        Typ          1          TA    BuiltIn        2001
## 716             6        Typ          1          Gd     Attchd        2002
## 717             9        Typ          1          Gd    BuiltIn        2003
## 718             7        Typ          1          TA     Attchd        1999
## 719             3        Typ          0        None     Attchd        2004
## 720             8        Typ          0        None     Attchd        1998
## 721             6        Typ          0        None     Attchd        2004
## 722             6        Typ          0        None     Attchd        2007
## 723             6        Typ          0        None     Attchd        2007
## 724             6        Typ          0        None     Attchd        1966
## 725             6        Typ          0        None    BuiltIn        1976
## 726             6        Typ          1          Po     Detchd        1991
## 727             6        Typ          1          Fa     Attchd        1977
## 728             6        Typ          1          TA     Attchd        1976
## 729            11        Typ          2          Gd     Attchd        1959
## 730             6        Typ          0        None       None           0
## 731             6        Typ          0        None       None           0
## 732             4        Typ          0        None       None           0
## 733             5        Typ          0        None       None           0
## 734             8       Min1          0        None       None           0
## 735             5        Typ          0        None     Attchd        1953
## 736             6        Typ          0        None    Basment        1954
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## 738             7        Typ          1          Gd     Attchd        1921
## 739            10        Typ          2          Gd     Detchd        1930
## 740             6        Typ          1          Gd     Detchd        2001
## 741             6        Typ          0        None     Detchd        1994
## 742             7        Typ          1          Gd     Detchd        1925
## 743             7        Typ          1          Gd     Attchd        1980
## 744             7       Min2          1          Gd     Detchd        1937
## 745             6        Typ          0        None     Detchd        1938
## 746             5        Typ          1          TA     Attchd        1951
## 747             9        Typ          2          Gd     Detchd        1935
## 748             8        Typ          2          TA     Attchd        1994
## 749             7        Typ          2          TA     Attchd        1956
## 750             5        Typ          1          TA     Detchd        1980
## 751             5        Typ          0        None     Detchd        1926
## 752             5        Typ          0        None     Detchd        1940
## 753             7        Typ          0        None       None           0
## 754             7        Mod          1          Po     Attchd        1967
## 755             5        Typ          0        None     Detchd        1934
## 756             7        Typ          0        None     Attchd        1958
## 757             4        Typ          0        None     Attchd        1952
## 758             6        Typ          0        None     Detchd        1895
## 759             5        Typ          0        None     Detchd        1910
## 760             5       Min2          0        None     Detchd        1920
## 761             5        Typ          1          Gd     Attchd        2007
## 762             5        Typ          1          Gd     Attchd        2004
## 763             7        Typ          0        None     Attchd        1996
## 764             8        Typ          1          TA     Attchd        1996
## 765             8        Typ          0        None     Attchd        1976
## 766             6        Typ          1          TA     Attchd        1991
## 767             6        Typ          1          TA     Attchd        1986
## 768             8        Typ          0        None     Attchd        2007
## 769             6        Typ          1          Gd     Attchd        2007
## 770             6        Typ          0        None    BuiltIn        2007
## 771             6        Typ          0        None     Attchd        2008
## 772             8        Typ          1          TA     Attchd        1989
## 773             6        Typ          1          Fa     Attchd        1986
## 774             7        Typ          1          TA     Attchd        2003
## 775             6        Typ          0        None     Attchd        1999
## 776             7        Typ          1          Gd     Attchd        2007
## 777             7        Typ          1          Gd     Attchd        2005
## 778             8        Typ          0        None     Attchd        1997
## 779             5        Typ          0        None       None           0
## 780             4        Typ          0        None     Attchd        1997
## 781             6        Typ          0        None     2Types        1964
## 782             6        Typ          0        None     Attchd        1975
## 783             6        Typ          1          TA     Attchd        1976
## 784             5        Typ          0        None    BuiltIn        1973
## 785             4        Typ          1          Po    BuiltIn        1973
## 786             6        Typ          0        None     Attchd        1968
## 787             6        Typ          0        None       None           0
## 788             4        Typ          0        None     Attchd        1983
## 789             6        Typ          0        None     Attchd        1982
## 790             6        Typ          0        None     Attchd        1984
## 791             7       Maj1          0        None     Detchd        1900
## 792             7        Typ          1          Gd     Attchd        1971
## 793             7        Typ          1          TA    BuiltIn        1997
## 794             7        Typ          1          TA    BuiltIn        1994
## 795             7        Typ          1          TA     Attchd        2000
## 796             6        Typ          0        None     Attchd        1996
## 797             7        Typ          1          TA     Attchd        1999
## 798             6        Typ          0        None     Attchd        1992
## 799             7        Typ          1          TA     Attchd        1993
## 800             6        Typ          1          TA     Attchd        1964
## 801             5        Typ          0        None     Attchd        1988
## 802             4        Typ          1          TA     Attchd        1990
## 803            10        Typ          1          Gd    BuiltIn        2005
## 804             8        Typ          2          Gd     Attchd        2005
## 805             7        Mod          0        None     2Types        1969
## 806             6        Typ          1          Gd     Attchd        2006
## 807             7        Typ          1          Gd     Attchd        2006
## 808             8        Typ          1          Gd     Attchd        2007
## 809             5        Typ          0        None     Attchd        1984
## 810             6        Typ          1          TA     Attchd        1981
## 811             7        Typ          1          TA     Attchd        1978
## 812             9        Typ          1          TA     Attchd        1979
## 813             6        Typ          0        None     Attchd        1984
## 814             5        Typ          1          TA     Attchd        1979
## 815             6        Typ          1          TA     Attchd        1971
## 816             5        Typ          1          Fa     Attchd        1976
## 817             8        Typ          1          TA     Attchd        1974
## 818             7       Min2          0        None     Detchd        1988
## 819             5        Typ          0        None     Attchd        1970
## 820             4        Typ          0        None    Basment        1961
## 821             5        Typ          1          TA     Attchd        2001
## 822             5        Typ          1          TA     Attchd        1997
## 823             6        Typ          0        None     Detchd        1973
## 824             7        Typ          0        None     Detchd        1973
## 825             4        Typ          0        None     Attchd        1978
## 826             5        Typ          0        None     Detchd        1974
## 827             7        Typ          1          Gd     Attchd        2007
## 828             7        Typ          1          Gd     Attchd        2006
## 829             7        Typ          1          Ex     Attchd        2007
## 830             8        Typ          1          Gd     Attchd        2007
## 831            11        Typ          1          Gd    BuiltIn        2006
## 832             7        Typ          2          Gd     Attchd        2005
## 833             8        Typ          2          Ex     Attchd        2007
## 834             9        Typ          1          Ex    BuiltIn        2005
## 835             7        Typ          1          Gd     Attchd        2007
## 836             7        Typ          1          Gd     Detchd        2007
## 837             8        Typ          2          Gd    BuiltIn        2007
## 838             7        Typ          1          Gd     Attchd        2006
## 839            11        Typ          1          Ex    BuiltIn        2004
## 840             7        Typ          1          Gd     Attchd        2003
## 841             8        Typ          1          Gd     Attchd        2007
## 842             7        Typ          0        None     Attchd        2005
## 843             7        Typ          0        None     Attchd        2005
## 844             7        Typ          0        None    BuiltIn        2006
## 845             5        Typ          1          Gd     Attchd        2005
## 846             5        Typ          1          Gd     Attchd        2005
## 847             6        Typ          1          Gd     Attchd        2005
## 848             6        Typ          1          Gd     Attchd        2006
## 849             6        Typ          1          Gd     Attchd        2005
## 850             6        Typ          1          Gd     Attchd        2006
## 851             6        Typ          1          Gd     Attchd        2003
## 852             7        Typ          0        None     Attchd        2007
## 853             6        Typ          1          Gd     Attchd        2005
## 854             6        Typ          0        None    BuiltIn        2007
## 855             7        Typ          1          Gd     Attchd        2006
## 856             6        Typ          1          Gd    BuiltIn        2007
## 857             6        Typ          0        None     Attchd        2005
## 858             6        Typ          0        None     Attchd        2007
## 859             7        Typ          0        None     Attchd        2007
## 860             6        Typ          0        None     Attchd        2007
## 861             7        Typ          1          TA     Attchd        2003
## 862             6        Typ          1          Gd     Attchd        2007
## 863             5        Typ          0        None     Attchd        2004
## 864             8        Typ          1          Gd    BuiltIn        2004
## 865             6        Typ          1          Gd     Attchd        2006
## 866             7        Typ          1          TA    BuiltIn        2003
## 867             8        Typ          1          Gd    BuiltIn        2003
## 868             8        Typ          1          Gd    BuiltIn        2002
## 869             7        Typ          1          TA     Attchd        2000
## 870             7        Typ          1          TA     Attchd        1999
## 871             8        Typ          2          TA     Attchd        1998
## 872             9        Typ          1          TA     Attchd        1998
## 873             9        Typ          1          TA     Attchd        1998
## 874             8        Typ          1          TA    BuiltIn        1998
## 875             9        Typ          1          TA     Attchd        1992
## 876             8        Typ          1          TA     Attchd        1996
## 877             5        Typ          0        None     Attchd        2007
## 878             6        Typ          1          Gd     Attchd        2007
## 879             7        Typ          1          Gd     Attchd        2006
## 880             6        Typ          1          Gd     Attchd        2007
## 881             6        Typ          1          TA     Attchd        2007
## 882             7        Typ          0        None     Attchd        2005
## 883             7        Typ          1          Gd     Attchd        2005
## 884             7        Typ          0        None     Attchd        2006
## 885             7        Typ          0        None    BuiltIn        2006
## 886             6        Typ          0        None     Attchd        2007
## 887             6        Typ          0        None     Attchd        2007
## 888             8        Typ          0        None     Attchd        2007
## 889             8        Typ          0        None     Attchd        2007
## 890             8        Typ          1          Gd     Attchd        2007
## 891             6        Typ          1          Gd     Attchd        2007
## 892             5        Typ          1          Gd     Attchd        2006
## 893             9       Min2          1          Gd    BuiltIn        2004
## 894             6        Typ          0        None       None           0
## 895             5        Typ          0        None       None           0
## 896             6        Typ          0        None     Detchd        2004
## 897             7        Typ          0        None     Attchd        2006
## 898             7        Typ          0        None     Attchd        1993
## 899             5        Typ          2          TA     Attchd        1980
## 900             5        Typ          0        None     Detchd        1979
## 901             5        Typ          0        None     Detchd        1991
## 902             7        Typ          1          TA     Attchd        1990
## 903             5        Typ          0        None     Attchd        1974
## 904             5        Typ          1          TA     Attchd        1973
## 905             6        Typ          1          Gd     Attchd        2004
## 906             5        Typ          0        None     Attchd        2006
## 907             5        Typ          0        None     Attchd        2006
## 908             5        Typ          1          Gd     Attchd        2006
## 909             5        Typ          0        None     Attchd        2007
## 910             6        Typ          1          TA     Detchd        1999
## 911             4        Typ          0        None     Detchd        2000
## 912             5        Typ          0        None     Detchd        1999
## 913             8        Typ          2          Gd     Detchd        2003
## 914             8        Typ          2          TA     Attchd        1998
## 915             5        Typ          1          Gd     Attchd        1994
## 916             8        Typ          1          TA     Attchd        1980
## 917             7        Typ          2          Gd     Attchd        1981
## 918             7        Typ          0        None     Attchd        1968
## 919             8        Typ          1          Po     Attchd        1970
## 920             6        Typ          0        None     Attchd        1969
## 921             6        Typ          0        None     Attchd        1968
## 922             8        Typ          1          TA     Attchd        1972
## 923             6        Typ          1          TA     Attchd        1993
## 924             8        Typ          1          Gd     Attchd        1993
## 925             6        Typ          1          Fa     Attchd        1966
## 926             6        Typ          0        None     Attchd        1963
## 927             5        Typ          0        None     Attchd        1967
## 928             8        Typ          0        None    CarPort        1964
## 929             6       Min1          1          Gd     Detchd        1966
## 930             6        Typ          1          TA     Attchd        1961
## 931             5        Typ          1          Fa     Detchd        1985
## 932             5        Typ          0        None     Detchd        1965
## 933             6        Typ          1          TA     Attchd        1966
## 934             5        Typ          0        None     Attchd        1965
## 935             8        Typ          1          Gd     Attchd        1964
## 936             7        Typ          1          TA     Attchd        1964
## 937             6        Typ          1          Gd     Attchd        1959
## 938             4        Typ          0        None     Attchd        1975
## 939             4        Typ          0        None       None           0
## 940             4        Typ          0        None       None           0
## 941             5        Typ          0        None     Detchd        1963
## 942             6        Typ          0        None     Attchd        1955
## 943             8        Typ          0        None     Detchd        1968
## 944             6        Typ          1          TA    Basment        1966
## 945             6        Typ          1          Gd     Attchd        1961
## 946             4        Typ          0        None     Attchd        1957
## 947             6        Typ          0        None     Detchd        1964
## 948             6        Typ          0        None     2Types        1994
## 949             6        Typ          1          Gd     Attchd        1960
## 950             8        Typ          3          TA     Attchd        1957
## 951             5        Typ          0        None     Attchd        1957
## 952             7        Typ          1          TA     Attchd        1955
## 953             5        Typ          0        None     Attchd        1955
## 954             6        Typ          0        None     Detchd        1962
## 955             8        Typ          0        None     Detchd        1958
## 956             5        Typ          0        None     Detchd        1952
## 957             6        Typ          0        None     Attchd        1953
## 958             5        Typ          0        None     Detchd        1956
## 959             7        Typ          0        None     Detchd        2002
## 960             5        Typ          2          TA     Attchd        1955
## 961             6       Min1          1          Fa     Attchd        1953
## 962             6        Typ          0        None     Detchd        1952
## 963             7        Typ          0        None       None           0
## 964             7        Typ          1          Gd     Attchd        1953
## 965             9       Min1          0        None    BuiltIn        2007
## 966             6        Mod          0        None     Detchd        1978
## 967             6        Typ          0        None       None           0
## 968             6        Typ          2          TA    BuiltIn        1963
## 969             5        Typ          0        None     Attchd        1961
## 970             5        Typ          0        None     Attchd        1968
## 971             6       Min2          1          TA     Attchd        1950
## 972             6        Typ          0        None     Attchd        1959
## 973             6        Typ          1          TA     Attchd        1958
## 974             6        Typ          0        None     Attchd        1960
## 975             6        Typ          2          TA     Attchd        1965
## 976             7        Typ          0        None     Attchd        1961
## 977             5        Typ          0        None     Detchd        1962
## 978             6        Typ          1          Po     Attchd        1962
## 979             5        Typ          0        None     Detchd        1981
## 980             6        Typ          0        None     Detchd        1980
## 981             4        Typ          1          Gd     Detchd        1922
## 982             5        Typ          1          Gd     Detchd        1920
## 983             5        Typ          2          Gd     Detchd        1940
## 984             6        Typ          1          Gd     Detchd        2000
## 985             6        Typ          0        None     Detchd        1930
## 986             7        Typ          0        None     Detchd        1935
## 987             7        Typ          0        None     Detchd        1992
## 988             9        Typ          1          Gd     Detchd        1927
## 989             6        Typ          0        None     Detchd        1920
## 990             6        Typ          0        None     Detchd        1979
## 991             6        Typ          1          Gd     Detchd        2004
## 992             8        Typ          1          Gd     Attchd        1950
## 993             5        Typ          0        None     Attchd        1956
## 994             6        Mod          1          TA     Attchd        1957
## 995             6        Mod          1          Gd     Detchd        1969
## 996             6        Typ          0        None     Detchd        1950
## 997             6        Typ          0        None     Detchd        1939
## 998             6        Typ          2          TA     Attchd        1939
## 999             5        Typ          0        None     Detchd        1939
## 1000            6        Typ          1          Gd     Detchd        1968
## 1001            7        Typ          0        None     Detchd        1939
## 1002            6        Typ          1          Gd     Detchd        1930
## 1003            6        Typ          0        None     Detchd        1926
## 1004            8        Typ          0        None     Detchd        1950
## 1005            7        Typ          0        None     Detchd        1977
## 1006            7        Typ          0        None     Detchd        1965
## 1007            6        Typ          1          Gd     Attchd        1979
## 1008            7        Typ          0        None     Detchd        1920
## 1009            6        Typ          0        None     Detchd        1920
## 1010            9        Typ          1          Gd     Attchd        1963
## 1011            8        Typ          2          TA     Detchd        1950
## 1012            7        Typ          1          Gd     Detchd        2006
## 1013            5        Typ          0        None     Detchd        1958
## 1014            6        Typ          0        None     Detchd        1910
## 1015            7        Typ          2          Gd     Attchd        1937
## 1016            4        Typ          0        None     Detchd        1942
## 1017            6        Typ          0        None     Detchd        1963
## 1018            6       Min2          1          TA     Detchd        1964
## 1019            5        Typ          0        None     Detchd        1964
## 1020            5        Typ          1          Po     Detchd        1970
## 1021            6        Typ          0        None     Attchd        1966
## 1022            6        Typ          0        None     Detchd        1989
## 1023            5        Typ          0        None     Attchd        1968
## 1024            5        Typ          0        None     Detchd        1972
## 1025            6        Typ          0        None     Detchd        1966
## 1026            6        Typ          1          Gd     Attchd        1956
## 1027           11        Mod          1          Gd     Attchd        1946
## 1028            6        Typ          2          Gd     Attchd        1940
## 1029            6        Typ          1          TA     Attchd        1954
## 1030            6        Typ          2          Gd     Attchd        1958
## 1031            5       Min2          0        None     2Types        1952
## 1032            7        Typ          1          TA     Attchd        1984
## 1033            6        Typ          1          TA     Detchd        1996
## 1034            6        Mod          1          TA     Detchd        1953
## 1035            4        Mod          0        None     Attchd        1946
## 1036            6       Min2          2          Gd     Attchd        1954
## 1037            6        Typ          0        None     Attchd        1954
## 1038            6        Typ          0        None     Attchd        1958
## 1039            5       Min2          0        None     Detchd        1958
## 1040            5        Typ          0        None     Attchd        1984
## 1041            7        Typ          0        None     Detchd        1951
## 1042            7        Typ          1          Gd     Attchd        1951
## 1043            7        Typ          0        None     Detchd        1920
## 1044            7       Min2          1          Po     Attchd        1984
## 1045            7        Typ          1          TA     Attchd        1994
## 1046            7        Typ          1          Gd     Attchd        2007
## 1047            8        Typ          0        None     Attchd        2006
## 1048            7        Typ          1          Gd     Attchd        2007
## 1049            7        Typ          0        None     Attchd        2005
## 1050            7        Typ          1          Gd     Attchd        2005
## 1051            6        Typ          0        None     Attchd        2005
## 1052            7        Typ          0        None     Attchd        2005
## 1053            7        Typ          1          TA     Attchd        1988
## 1054            5        Typ          2          Fa     Attchd        1976
## 1055            6        Typ          0        None     Detchd        1995
## 1056            6        Typ          0        None     Attchd        1997
## 1057            5        Typ          0        None     Detchd        1995
## 1058            6        Typ          0        None     Attchd        1996
## 1059            7        Typ          1          TA     Attchd        1999
## 1060            7        Typ          1          Fa     Attchd        1998
## 1061            7        Typ          0        None     Attchd        2001
## 1062            7        Typ          1          TA     Attchd        2000
## 1063            5        Typ          0        None     Attchd        1974
## 1064            6        Typ          1          Fa     Detchd        1979
## 1065            6        Typ          1          Fa     Detchd        1977
## 1066            5        Typ          0        None     Detchd        1977
## 1067            5        Typ          0        None     Attchd        1977
## 1068            5        Typ          0        None     Attchd        1975
## 1069            5        Typ          0        None     Detchd        1977
## 1070            5        Typ          0        None     Detchd        1975
## 1071            7        Typ          1          TA     Attchd        2000
## 1072            7        Typ          1          Gd     Attchd        2003
## 1073            7        Typ          0        None     Attchd        2002
## 1074            7        Typ          1          TA     Attchd        1994
## 1075            7        Typ          1          TA     Attchd        2001
## 1076            7       Min2          2          TA     Attchd        1996
## 1077            5        Typ          1          TA     Attchd        1999
## 1078            7        Typ          0        None     Attchd        2007
## 1079            5        Typ          0        None     Attchd        2005
## 1080            6        Typ          1          Gd     Attchd        2006
## 1081            7        Typ          1          Gd     Attchd        2006
## 1082            6        Typ          0        None     Attchd        2005
## 1083            4        Typ          1          Fa     Attchd        1967
## 1084            4        Typ          0        None     Detchd        2002
## 1085            7        Typ          1          Gd     Detchd        1975
## 1086            5       Min2          0        None     Attchd        1960
## 1087            7        Typ          1          Fa     Detchd        1976
## 1088           11        Typ          0        None     Attchd        1979
## 1089            6        Typ          0        None    BuiltIn        2005
## 1090           15        Typ          2          Gd     Attchd        2008
## 1091            5        Typ          0        None    Basment        2005
## 1092            4        Typ          0        None     Detchd        1959
## 1093            6        Typ          0        None       None           0
## 1094            8        Typ          0        None       None           0
## 1095            4        Typ          1          Gd     Detchd        1920
## 1096            4        Typ          1          Fa     Detchd        1959
## 1097            5        Typ          0        None     Detchd        1996
## 1098           12       Min2          0        None       None           0
## 1099            6        Typ          0        None     Detchd        1973
## 1100            8        Typ          1          Gd     Detchd        1994
## 1101            5        Typ          1          Gd     Detchd        1930
## 1102            7        Typ          1          Gd     Detchd        1992
## 1103            6        Typ          1          Gd     Detchd        1926
## 1104            8        Typ          1          TA     Detchd        1927
## 1105            7       Min1          1          Gd     Attchd        1951
## 1106            7        Typ          1          TA     Detchd        1930
## 1107            5        Typ          0        None     Detchd        1966
## 1108            6        Typ          3          TA     Attchd        1960
## 1109            7        Typ          2          Gd     Attchd        1968
## 1110            5        Typ          1          TA     Detchd        1980
## 1111            7        Typ          0        None     Attchd        1996
## 1112            4        Typ          0        None     Attchd        1988
## 1113            7        Typ          2          TA     Attchd        1971
## 1114            6        Typ          1          Gd     Attchd        1986
## 1115            6        Typ          0        None     Detchd        1965
## 1116            6        Typ          0        None       None           0
## 1117            6        Typ          0        None     Detchd           0
## 1118            5        Typ          0        None     Detchd        1922
## 1119            4       Maj2          0        None     Detchd        1950
## 1120            9        Typ          0        None       None           0
## 1121            6        Typ          0        None     Detchd        1985
## 1122            5        Typ          0        None     Detchd        1930
## 1123            5        Typ          1          Gd     Attchd        2006
## 1124            5        Typ          1          Po    BuiltIn        1979
## 1125            6        Typ          1          Gd     Attchd        2002
## 1126            4        Typ          1          Gd     Attchd        2002
## 1127            6        Typ          1          TA     Attchd        1991
## 1128            4        Typ          0        None     Attchd        1975
## 1129            5        Typ          1          Po     Attchd        1974
## 1130            5        Typ          2          TA     Attchd        1987
## 1131            7        Typ          1          Gd     Attchd        1958
## 1132            7        Typ          0        None     Attchd        2007
## 1133            6        Typ          1          Gd     Attchd        2207
## 1134            6        Typ          0        None     Attchd        1985
## 1135            5        Typ          0        None     Attchd        2001
## 1136            6        Typ          1          Ex     Attchd        2002
## 1137            7        Typ          1          TA     Attchd        1996
## 1138           10        Typ          1          Gd    BuiltIn        2003
## 1139            8        Typ          1          Gd     Attchd        2006
## 1140            9       Min1          0        None     2Types        1953
## 1141            3        Typ          0        None     Attchd        1996
## 1142            5        Typ          0        None     Attchd        1972
## 1143            4        Typ          0        None    BuiltIn        1970
## 1144            5        Typ          0        None       None           0
## 1145            6        Typ          0        None     Attchd        1976
## 1146            4        Typ          1          Fa     Attchd        1977
## 1147            6        Typ          1          TA     Attchd        1977
## 1148            6        Mod          2          TA     Attchd        1977
## 1149            6        Typ          1          Gd     Attchd        1977
## 1150            5        Typ          0        None       None           0
## 1151            6        Typ          0        None     Attchd        1961
## 1152            6        Typ          0        None     Attchd        1976
## 1153            4        Typ          0        None     Attchd        1983
## 1154            5        Typ          0        None     Attchd        1984
## 1155            5        Typ          0        None     Attchd        1954
## 1156            5        Typ          2          TA     Attchd        1956
## 1157            7        Typ          1          TA     Attchd        1957
## 1158            4       Min1          2          Gd     Attchd        1957
## 1159            8        Typ          1          TA     Attchd        1969
## 1160            6        Typ          1          TA     Attchd        1997
## 1161            7        Typ          1          TA     Attchd        1995
## 1162            7        Typ          1          TA    BuiltIn        1996
## 1163            7        Typ          1          Gd     Attchd        2005
## 1164            9        Typ          1          Gd     Attchd        2006
## 1165            9        Typ          0        None     Attchd        1994
## 1166            6        Typ          1          TA     Attchd        1993
## 1167            5        Typ          0        None     Attchd        1987
## 1168           11        Typ          1          Gd    BuiltIn        2005
## 1169           10        Typ          1          Ex    BuiltIn        2006
## 1170           11        Typ          1          Gd    BuiltIn        2006
## 1171           11        Typ          1          Gd     Attchd        2006
## 1172           10        Typ          1          Gd    BuiltIn        2005
## 1173            7        Typ          1          Gd     Attchd        2005
## 1174            8        Typ          2          Gd     Attchd        2005
## 1175            5        Typ          1          TA     Attchd        1980
## 1176            8        Typ          1          TA     Attchd        1978
## 1177            5        Typ          1          Fa     Attchd        1976
## 1178            8        Typ          1          Ex    BuiltIn        2005
## 1179            8        Typ          1          TA     Attchd        1975
## 1180            6        Typ          0        None     Attchd        1974
## 1181            5        Typ          0        None     Detchd        1995
## 1182            4        Typ          0        None     Attchd        2002
## 1183            6        Typ          0        None     Detchd        1973
## 1184            7       Min1          1          Fa     Attchd        1973
## 1185            6        Typ          0        None     Detchd        1973
## 1186            5        Typ          0        None     Detchd        1972
## 1187            6        Typ          0        None     Detchd        1972
## 1188            4        Typ          1          Po     Attchd        1975
## 1189            6        Typ          1          TA     Attchd        1974
## 1190            4        Typ          0        None     Attchd        1976
## 1191            6        Typ          1          TA     Attchd        1976
## 1192           11        Typ          1          Gd     Attchd        2006
## 1193            6        Typ          1          Gd     Attchd        2004
## 1194            8        Typ          0        None     Attchd        2006
## 1195            7        Typ          1          Gd     Attchd        2005
## 1196           10        Typ          1          Gd    BuiltIn        2005
## 1197            8        Typ          1          Gd     Attchd        2005
## 1198            8        Typ          1          Gd     Attchd        2005
## 1199           10        Typ          1          Gd    BuiltIn        2006
## 1200           10        Typ          1          Gd    BuiltIn        2005
## 1201            6        Typ          1          Gd     Attchd        2005
## 1202            7        Typ          1          Gd     Attchd        2004
## 1203            9        Typ          1          TA    BuiltIn        2004
## 1204            6        Typ          1          Gd     Attchd        2005
## 1205            6        Typ          1          Gd     Attchd        2006
## 1206            6        Typ          1          Gd     Attchd        2006
## 1207            8        Typ          1          Gd     Attchd        2005
## 1208            8        Typ          0        None     Attchd        2006
## 1209            6        Typ          0        None     Attchd        2006
## 1210            9        Typ          1          Gd    BuiltIn        2004
## 1211            8        Typ          0        None     Attchd        2006
## 1212            6        Typ          1          Gd     Attchd        2006
## 1213            5        Typ          1          TA     Attchd        2002
## 1214            7        Typ          1          TA     Attchd        2004
## 1215            6        Typ          0        None     Attchd        2005
## 1216            7        Typ          1          Gd     Attchd        2004
## 1217            9        Typ          1          TA     Attchd        2000
## 1218            8        Typ          0        None     Attchd        2006
## 1219            7        Typ          1          Ex     Attchd        1998
## 1220            7        Typ          1          TA    BuiltIn        2000
## 1221            9        Typ          1          TA     Attchd        2000
## 1222            9        Typ          1          Ex     Attchd        1995
## 1223           11        Typ          1          TA     Attchd        1993
## 1224            9        Typ          1          TA     Attchd        1994
## 1225            8        Typ          1          TA     Attchd        1993
## 1226            8        Typ          1          Gd    BuiltIn        2005
## 1227            6        Typ          1          Gd     Attchd        2006
## 1228            7        Typ          0        None     Attchd        2006
## 1229            5        Typ          0        None     Attchd        2006
## 1230           11        Typ          1          Gd     Attchd        2006
## 1231            7        Typ          0        None     Attchd        2005
## 1232            5        Typ          0        None       None           0
## 1233            6        Typ          0        None     Attchd        2005
## 1234            6        Typ          0        None       None           0
## 1235            8        Typ          0        None     Attchd        2005
## 1236            7        Typ          0        None     Attchd        2005
## 1237            7        Typ          0        None     Attchd        1997
## 1238            7        Typ          0        None     Attchd        1992
## 1239            5        Typ          0        None     Attchd        1990
## 1240            5        Typ          0        None     Attchd        1991
## 1241            6        Typ          0        None     Attchd        1994
## 1242            6        Typ          0        None     Detchd        1977
## 1243           10        Typ          0        None     Attchd        1977
## 1244            6       Min1          1          TA     Detchd        1972
## 1245            5        Typ          0        None     Attchd        1965
## 1246            5        Typ          0        None     Attchd        1968
## 1247            5        Typ          0        None     Detchd        1990
## 1248            5        Typ          0        None     Attchd        1965
## 1249            6        Typ          0        None       None           0
## 1250            6        Typ          1          Po     Attchd        1967
## 1251            9        Mod          4          TA     Attchd        1974
## 1252            9        Typ          3          TA     Attchd        1992
## 1253            5        Typ          1          Gd     Attchd        2004
## 1254            4        Typ          0        None     Detchd        2005
## 1255            4        Typ          0        None     Detchd        2000
## 1256            4        Typ          0        None     Attchd        2003
## 1257            6        Typ          1          TA    BuiltIn        1997
## 1258            6        Typ          1          TA     Attchd        2001
## 1259            6        Typ          0        None     Attchd        1972
## 1260            7        Typ          0        None     Attchd        1967
## 1261            6        Typ          0        None     Attchd        1968
## 1262            7        Typ          0        None     Attchd        1968
## 1263            4        Typ          1          Fa     Attchd        1968
## 1264            6        Typ          0        None     Attchd        1968
## 1265            6        Typ          0        None     Attchd        1966
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1             Unf          1        730         TA         TA          Y
## 2             Unf          1        312         TA         TA          Y
## 3             Fin          2        482         TA         TA          Y
## 4             Fin          2        470         TA         TA          Y
## 5             RFn          2        506         TA         TA          Y
## 6             Fin          2        440         TA         TA          Y
## 7             Fin          2        420         TA         TA          Y
## 8             Fin          2        393         TA         TA          Y
## 9             Unf          2        506         TA         TA          Y
## 10            Fin          2        525         TA         TA          Y
## 11            Fin          2        511         TA         TA          Y
## 12            Unf          1        264         TA         TA          Y
## 13            Unf          1        320         TA         TA          Y
## 14            Unf          2        440         TA         TA          Y
## 15            Unf          1        308         TA         TA          Y
## 16            Fin          3        751         TA         TA          Y
## 17            RFn          3        868         TA         TA          Y
## 18            Fin          3        730         TA         TA          Y
## 19            RFn          3        678         TA         TA          Y
## 20            Fin          3        958         TA         TA          Y
## 21            Fin          3        756         TA         TA          Y
## 22            RFn          2        484         TA         TA          Y
## 23            Fin          2        430         TA         TA          Y
## 24            Fin          2        437         TA         TA          Y
## 25            Fin          2        400         TA         TA          Y
## 26            Fin          2        433         TA         TA          Y
## 27            Fin          3        962         TA         TA          Y
## 28            RFn          3        880         TA         TA          Y
## 29            RFn          2        676         TA         TA          Y
## 30            Fin          2        528         TA         TA          Y
## 31            RFn          2        484         TA         TA          Y
## 32            Unf          1        429         TA         TA          Y
## 33            Fin          2        461         TA         TA          Y
## 34            RFn          3        762         TA         TA          Y
## 35            RFn          3        713         TA         TA          Y
## 36            Fin          2        506         TA         TA          Y
## 37            RFn          2        588         TA         TA          Y
## 38            RFn          2        480         TA         TA          Y
## 39            RFn          2        480         TA         TA          Y
## 40            RFn          2        480         TA         TA          Y
## 41            Unf          2        440         TA         TA          Y
## 42            RFn          2        496         TA         TA          Y
## 43            RFn          3        852         TA         TA          Y
## 44            RFn          2        592         TA         TA          Y
## 45            RFn          2        596         TA         TA          Y
## 46            RFn          2        535         TA         TA          Y
## 47            Unf          2        660         TA         TA          Y
## 48            RFn          2        678         TA         TA          Y
## 49            RFn          2        441         TA         TA          Y
## 50            RFn          2        490         TA         TA          Y
## 51            RFn          2        504         TA         TA          Y
## 52            RFn          2        517         TA         TA          Y
## 53            Unf          2        480         TA         TA          Y
## 54           None          0          0       None       None          Y
## 55            Unf          2        400         TA         TA          Y
## 56            Unf          2        470         TA         TA          Y
## 57            Unf          1        315         TA         TA          Y
## 58            Unf          2        576         TA         TA          Y
## 59            RFn          2        620         TA         TA          Y
## 60            RFn          1        308         TA         TA          Y
## 61            RFn          1        312         TA         TA          Y
## 62            Unf          2        440         TA         TA          Y
## 63            Unf          1        263         TA         TA          Y
## 64            Unf          1        318         TA         TA          Y
## 65            Unf          1        305         TA         TA          Y
## 66            Unf          1        264         TA         TA          Y
## 67            Unf          2        676         TA         TA          N
## 68            Unf          1        280         TA         TA          Y
## 69            RFn          2        484         TA         TA          Y
## 70            RFn          2        440         TA         TA          Y
## 71            Unf          1        240         TA         TA          Y
## 72           None          0          0       None       None          P
## 73            Unf          2        551         TA         TA          Y
## 74            Unf          1        240         Fa         TA          N
## 75            Unf          1        240         TA         TA          Y
## 76            Unf          1        315         TA         TA          Y
## 77            Unf          2        780         Fa         Fa          N
## 78            Unf          1        288         TA         TA          Y
## 79            Unf          2        624         TA         TA          N
## 80           None          0          0       None       None          N
## 81            Unf          2        624         TA         TA          Y
## 82            Unf          1        363         TA         TA          Y
## 83            Unf          1        315         TA         TA          Y
## 84            Unf          1        200         Fa         TA          P
## 85            Unf          1        240         TA         TA          Y
## 86            Unf          2        576         TA         TA          Y
## 87            Unf          1        240         TA         TA          Y
## 88            Unf          1        312         TA         TA          P
## 89            Fin          2        624         TA         TA          P
## 90            Unf          2        480         TA         TA          Y
## 91            Unf          1        288         TA         TA          Y
## 92            Unf          2        572         TA         TA          Y
## 93           None          0          0       None       None          N
## 94            Unf          1        180         TA         TA          Y
## 95            Unf          1        365         TA         TA          Y
## 96            Unf          1        180         Fa         Fa          N
## 97           None          0          0       None       None          N
## 98            Unf          1        231         TA         TA          Y
## 99           None          0          0       None       None          N
## 100           Unf          2        450         TA         Fa          P
## 101          None          0          0       None       None          Y
## 102           Unf          1        416         TA         TA          Y
## 103           Unf          1        280         TA         TA          Y
## 104           Fin          2        591         TA         TA          Y
## 105           Unf          2        480         TA         TA          Y
## 106           RFn          2        690         TA         TA          Y
## 107           Unf          2        440         TA         TA          N
## 108           Fin          2        522         TA         TA          Y
## 109           RFn          1        480         TA         TA          Y
## 110           Unf          1        467         TA         TA          Y
## 111           Unf          1        209         Fa         TA          Y
## 112           Fin          1        366         TA         TA          Y
## 113           RFn          2        572         TA         TA          Y
## 114           Unf          2        504         TA         Fa          N
## 115           RFn          2        528         Gd         Gd          Y
## 116           RFn          4       1017         TA         TA          Y
## 117           RFn          2        615         TA         TA          Y
## 118           Unf          2        484         TA         TA          N
## 119           Unf          2        580         Gd         TA          Y
## 120           RFn          2        513         TA         TA          Y
## 121           Unf          1        308         TA         TA          Y
## 122           Unf          2        484         TA         TA          Y
## 123           RFn          3        850         TA         TA          Y
## 124           Fin          2        621         TA         TA          Y
## 125           Fin          2        420         TA         TA          Y
## 126           Unf          1        240         TA         TA          N
## 127           Unf          1        319         TA         TA          Y
## 128           RFn          1        336         TA         TA          Y
## 129           Unf          2        480         TA         Fa          P
## 130           Unf          1        352         TA         TA          Y
## 131          None          0          0       None       None          Y
## 132           Unf          1        260         TA         TA          Y
## 133           Unf          2        399         TA         TA          Y
## 134          None          0          0       None       None          Y
## 135          None          0          0       None       None          N
## 136           Unf          1        312         TA         TA          Y
## 137           Unf          2        484         TA         TA          Y
## 138           RFn          2        473         TA         TA          Y
## 139           Fin          2        598         TA         TA          Y
## 140           Unf          2        531         TA         TA          Y
## 141           Unf          1        200         Fa         Fa          N
## 142           Unf          1        625         TA         TA          Y
## 143           RFn          1        330         TA         TA          N
## 144           Fin          2        525         TA         TA          Y
## 145           Unf          3        741         TA         TA          Y
## 146           Unf          2        473         TA         TA          Y
## 147           Unf          2        776         TA         TA          Y
## 148           Fin          3        660         TA         TA          Y
## 149           RFn          2        520         TA         TA          Y
## 150           Fin          2        400         TA         TA          Y
## 151           Unf          2        528         TA         TA          Y
## 152           RFn          2        624         TA         TA          Y
## 153           Unf          2        686         TA         TA          Y
## 154           RFn          1        253         TA         TA          Y
## 155          None          0          0       None       None          Y
## 156          None          0          0       None       None          Y
## 157           Unf          1        286         TA         TA          Y
## 158           Unf          1        352         TA         TA          Y
## 159           Unf          2        495         TA         TA          Y
## 160           Unf          2        616         TA         Fa          Y
## 161           Unf          2        576         TA         TA          Y
## 162           Fin          1        275         TA         TA          Y
## 163           Unf          2        482         TA         TA          Y
## 164           Fin          2        616         TA         TA          Y
## 165           Unf          1        502         TA         TA          Y
## 166           RFn          2        528         TA         TA          Y
## 167           Fin          2        470         TA         TA          Y
## 168           Fin          3        632         TA         TA          Y
## 169           Fin          2        390         TA         TA          Y
## 170           Fin          2        564         TA         TA          Y
## 171           Fin          2        495         TA         TA          Y
## 172           RFn          2        528         TA         TA          Y
## 173           Fin          2        396         TA         TA          Y
## 174           Fin          2        440         TA         TA          Y
## 175           Fin          2        409         TA         TA          Y
## 176           Unf          2        430         TA         TA          Y
## 177           Unf          2        567         TA         TA          P
## 178           RFn          2        529         TA         TA          Y
## 179           RFn          2        484         TA         TA          Y
## 180           RFn          2        441         TA         TA          Y
## 181           Fin          2        479         TA         TA          Y
## 182           RFn          2        581         TA         TA          Y
## 183           Fin          2        588         TA         TA          Y
## 184           RFn          2        565         TA         TA          Y
## 185           RFn          2        478         TA         TA          Y
## 186           RFn          2        528         TA         TA          Y
## 187           Unf          2        506         TA         TA          Y
## 188           RFn          2        477         TA         TA          Y
## 189           Unf          1        336         TA         TA          Y
## 190           Unf          2        576         TA         TA          Y
## 191           Unf          2        576         TA         TA          Y
## 192           Unf          1        264         TA         TA          Y
## 193           Unf          1        288         TA         TA          Y
## 194           RFn          2        440         TA         TA          Y
## 195           RFn          2        440         TA         TA          Y
## 196           Unf          2        440         TA         TA          Y
## 197           Unf          2        440         TA         TA          Y
## 198           Fin          2        440         TA         TA          Y
## 199           Unf          1        345         TA         TA          Y
## 200           RFn          2        656         TA         TA          Y
## 201           Fin          3        754         TA         TA          Y
## 202           RFn          3        864         TA         TA          Y
## 203           RFn          3        896         TA         TA          Y
## 204           Fin          3        762         TA         TA          Y
## 205           RFn          3        834         TA         TA          Y
## 206           Fin          3        932         TA         TA          Y
## 207           Fin          3        640         TA         TA          Y
## 208           RFn          3        927         TA         TA          Y
## 209           Fin          3        700         TA         TA          Y
## 210           Fin          3        850         TA         TA          Y
## 211           Fin          2        583         TA         TA          Y
## 212           Fin          3        886         TA         TA          Y
## 213           Fin          3        730         TA         TA          Y
## 214           RFn          3        871         TA         TA          Y
## 215           RFn          2        484         TA         TA          Y
## 216           RFn          2        624         TA         TA          Y
## 217           RFn          2        484         TA         TA          Y
## 218           Fin          3        949         TA         TA          Y
## 219           Fin          3        685         TA         TA          Y
## 220           Fin          2        649         TA         TA          Y
## 221           RFn          2        539         TA         TA          Y
## 222           RFn          3        701         TA         TA          Y
## 223           RFn          2        478         TA         TA          Y
## 224           Fin          2        390         TA         TA          Y
## 225           Fin          2        392         TA         TA          Y
## 226           Fin          2        397         TA         TA          Y
## 227           Fin          2        400         TA         TA          Y
## 228           Fin          2        436         TA         TA          Y
## 229           Fin          2        434         TA         TA          Y
## 230           Fin          2        400         TA         TA          Y
## 231           Fin          2        393         TA         TA          Y
## 232           Fin          3        644         TA         TA          Y
## 233           Fin          2        400         TA         TA          Y
## 234           Fin          2        394         TA         TA          Y
## 235           RFn          2        400         TA         TA          Y
## 236           Fin          3        658         TA         TA          Y
## 237           Fin          2        410         TA         TA          Y
## 238           RFn          3        810         TA         TA          Y
## 239           Fin          3        815         TA         TA          Y
## 240           Fin          2        647         TA         TA          Y
## 241           RFn          2        623         TA         TA          Y
## 242           RFn          3        972         TA         TA          Y
## 243           Fin          3        726         TA         TA          Y
## 244           RFn          3        844         TA         TA          Y
## 245           Fin          2        492         TA         TA          Y
## 246           Fin          3        795         TA         TA          Y
## 247           Fin          2        529         TA         TA          Y
## 248           RFn          2        625         TA         TA          Y
## 249           RFn          3        984         TA         TA          Y
## 250           RFn          2        692         TA         TA          Y
## 251           Fin          3        782         TA         TA          Y
## 252           Fin          2        517         TA         TA          Y
## 253           RFn          3        711         TA         TA          Y
## 254           RFn          2        588         TA         TA          Y
## 255           RFn          2        628         TA         TA          Y
## 256           RFn          2        576         TA         TA          Y
## 257           RFn          2        484         TA         TA          Y
## 258          None          0          0       None       None          Y
## 259           RFn          2        478         TA         TA          Y
## 260           RFn          3        845         TA         TA          Y
## 261           Unf          2        576         TA         TA          Y
## 262          None          0          0       None       None          Y
## 263           Unf          2        576         TA         TA          Y
## 264           RFn          3        788         TA         TA          Y
## 265           RFn          2        559         TA         TA          Y
## 266           RFn          2        528         TA         TA          Y
## 267           RFn          2        542         TA         TA          Y
## 268           RFn          2        495         TA         TA          Y
## 269           RFn          2        465         TA         TA          Y
## 270           Unf          2        612         TA         TA          Y
## 271           Unf          2        400         TA         TA          Y
## 272           Unf          2        732         TA         TA          Y
## 273           Unf          1        440         TA         TA          Y
## 274           Unf          1        288         TA         TA          Y
## 275           RFn          1        300         TA         TA          Y
## 276           Unf          1        252         TA         TA          Y
## 277           RFn          3        864         TA         TA          Y
## 278           Unf          2        524         TA         TA          Y
## 279           Fin          3        704         TA         TA          Y
## 280           Fin          2        561         TA         TA          Y
## 281           Fin          2        641         TA         TA          Y
## 282           Unf          2        440         TA         TA          Y
## 283           Unf          2        506         TA         TA          Y
## 284           Fin          2        642         TA         TA          Y
## 285           RFn          2        540         TA         TA          Y
## 286           Unf          2        527         TA         TA          Y
## 287           RFn          2        784         TA         TA          Y
## 288           RFn          2        515         TA         TA          Y
## 289           RFn          2        502         TA         TA          Y
## 290           Unf          1        336         TA         TA          Y
## 291           RFn          2        520         TA         TA          Y
## 292           Fin          1        312         TA         TA          Y
## 293           Unf          2        440         TA         TA          Y
## 294           RFn          2        498         TA         TA          Y
## 295           RFn          2        495         TA         TA          Y
## 296           Unf          2        396         TA         TA          Y
## 297           Unf          1        308         TA         TA          Y
## 298           RFn          3        768         TA         TA          Y
## 299           Unf          2        576         TA         TA          Y
## 300           RFn          2        610         TA         TA          Y
## 301           Unf          2        520         TA         TA          Y
## 302           Fin          2        549         TA         TA          Y
## 303           Fin          2        368         TA         TA          Y
## 304           RFn          1        330         TA         TA          Y
## 305           Unf          2        550         Gd         TA          Y
## 306           RFn          2        530         TA         TA          Y
## 307           Unf          2        542         TA         TA          Y
## 308           RFn          1        286         TA         TA          Y
## 309           Unf          2        441         TA         TA          Y
## 310           Unf          1        297         TA         TA          Y
## 311           RFn          1        304         TA         TA          Y
## 312           Unf          1        350         TA         TA          Y
## 313           Unf          1        294         TA         TA          Y
## 314           Unf          2        495         TA         Fa          Y
## 315           Unf          1        297         TA         TA          Y
## 316           Unf          2        480         TA         TA          Y
## 317           Unf          1        240         TA         TA          Y
## 318           Unf          1        230         TA         TA          Y
## 319           Fin          1        616         TA         TA          Y
## 320           Unf          2        410         TA         TA          Y
## 321           Fin          1        246         TA         TA          Y
## 322           Unf          1        366         Fa         TA          Y
## 323           Unf          2        720         TA         TA          Y
## 324           Unf          1        281         TA         TA          N
## 325           Unf          1        264         TA         TA          N
## 326           Unf          2        528         TA         TA          Y
## 327           Unf          2        624         TA         TA          Y
## 328          None          0          0       None       None          N
## 329           Fin          2        576         TA         TA          N
## 330           Unf          1        320         TA         TA          Y
## 331           RFn          3        907         TA         TA          Y
## 332           Unf          1        364         TA         TA          Y
## 333           RFn          2        480         TA         TA          Y
## 334           Unf          2        480         TA         TA          Y
## 335           Unf          1        308         TA         TA          Y
## 336           RFn          1        384         TA         TA          Y
## 337           Unf          2        900         TA         TA          Y
## 338           RFn          1        294         TA         TA          Y
## 339           Unf          1        240         TA         TA          Y
## 340           RFn          1        288         TA         TA          Y
## 341           Unf          1        384         TA         TA          Y
## 342           Unf          2        576         TA         TA          Y
## 343           Unf          2        483         TA         TA          Y
## 344           Unf          2        564         TA         TA          Y
## 345           RFn          1        264         TA         TA          Y
## 346           Unf          1        162         Fa         Fa          P
## 347           Unf          2        324         Fa         TA          N
## 348           Unf          2        472         Fa         TA          N
## 349          None          0          0       None       None          N
## 350           Unf          2        400         TA         TA          Y
## 351          None          0          0       None       None          N
## 352          None          0          0       None       None          N
## 353           Unf          1        308         TA         TA          Y
## 354           Unf          2        288         TA         TA          N
## 355           Unf          1        308         TA         Fa          N
## 356           Unf          1        287         TA         TA          Y
## 357           Unf          2        720         TA         TA          N
## 358           Unf          1        357         TA         TA          Y
## 359           Unf          1        280         TA         TA          N
## 360          None          0          0       None       None          N
## 361           Unf          1        207         Fa         TA          Y
## 362           Unf          3        640         TA         TA          Y
## 363          None          0          0       None       None          N
## 364           Unf          1        216         Fa         TA          Y
## 365           Unf          1        336         TA         TA          N
## 366           Fin          1        320         TA         TA          Y
## 367           Unf          1        264         TA         TA          Y
## 368           Unf          1        250         Fa         TA          Y
## 369           Unf          5       1184         Fa         TA          P
## 370           Unf          2        576         Fa         Fa          Y
## 371           Unf          1        216         TA         TA          N
## 372          None          0          0       None       None          Y
## 373           Unf          1        316         TA         TA          Y
## 374           Unf          1        379         TA         TA          Y
## 375          None          0          0       None       None          N
## 376           Unf          1        384         Fa         TA          Y
## 377          None          0          0       None       None          N
## 378           Unf          1        308         TA         TA          Y
## 379           Unf          1        220         TA         TA          Y
## 380          None          0          0       None       None          Y
## 381           Unf          1        252         TA         Fa          N
## 382           Unf          1        226         Po         Po          N
## 383           Fin          1        668         TA         TA          Y
## 384           Fin          2        504         TA         TA          Y
## 385           Unf          1        384         TA         TA          Y
## 386           RFn          2        480         TA         TA          Y
## 387           Unf          1        336         TA         TA          Y
## 388          None          0          0       None       None          N
## 389           Unf          2        498         Fa         TA          Y
## 390           Unf          1        340         TA         TA          Y
## 391           Unf          1        240         TA         TA          Y
## 392           RFn          1        252         TA         TA          P
## 393           Fin          1        266         TA         TA          Y
## 394           Unf          2        462         TA         TA          Y
## 395           Unf          2        576         TA         TA          Y
## 396           RFn          2        473         TA         TA          Y
## 397           Unf          2        576         TA         TA          P
## 398           Unf          2        720         TA         TA          Y
## 399           Unf          2        400         TA         TA          Y
## 400           Unf          2        672         TA         TA          Y
## 401           Unf          2        400         TA         TA          Y
## 402           Fin          4        820         TA         TA          Y
## 403           Fin          4        820         TA         TA          Y
## 404           Fin          4        820         TA         TA          Y
## 405           Fin          3       1138         TA         TA          Y
## 406           RFn          3        846         TA         TA          Y
## 407           RFn          3        904         TA         TA          Y
## 408           RFn          2        524         TA         TA          Y
## 409           RFn          2        662         TA         TA          Y
## 410           RFn          3        810         TA         TA          Y
## 411           Fin          3        844         TA         TA          Y
## 412           Fin          2        440         TA         TA          Y
## 413           Unf          2        525         TA         TA          Y
## 414           RFn          1        440         TA         TA          Y
## 415           Fin          2        539         TA         TA          Y
## 416           RFn          2        492         TA         TA          Y
## 417           RFn          2        577         TA         TA          Y
## 418           RFn          2        608         TA         TA          Y
## 419           Unf          1        343         TA         TA          Y
## 420           Unf          2        444         TA         TA          Y
## 421           RFn          3       1231         TA         TA          Y
## 422           RFn          2        570         TA         TA          Y
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## 1090        546         484             0          0           0        0
## 1091          0          44             0          0           0        0
## 1092        144           0            35          0           0        0
## 1093          0           0             0          0           0        0
## 1094        118           0             0          0           0        0
## 1095          0           0            84          0           0        0
## 1096          0           0           196          0           0        0
## 1097        196           0             0          0           0        0
## 1098          0         742           240          0           0        0
## 1099          0           0            64          0           0        0
## 1100        216           0           168          0           0        0
## 1101          0           0             0          0           0        0
## 1102        184           0             0          0           0        0
## 1103          0           0           116          0           0        0
## 1104        291           0            60          0         153        0
## 1105        174          24           120          0         228        0
## 1106          0          40             0          0           0        0
## 1107          0           0             0          0         144        0
## 1108          0          75           584          0           0        0
## 1109          0           0           216          0           0        0
## 1110        180           0             0          0           0        0
## 1111        152           0             0          0           0        0
## 1112        135           0             0          0           0        0
## 1113          0         146             0          0           0        0
## 1114        216          64           169          0           0      228
## 1115          0           0            30          0           0        0
## 1116          0           0             0        176           0        0
## 1117        174           0           212          0           0        0
## 1118          0           0            96          0           0        0
## 1119         48           0             0          0           0        0
## 1120          0           0           133          0           0        0
## 1121          0         444             0          0           0        0
## 1122        154           0            42         86           0        0
## 1123        123           0             0          0         153        0
## 1124         84           0           222          0           0        0
## 1125        168          49             0          0           0        0
## 1126          0         144             0          0         145        0
## 1127        114          22             0          0           0        0
## 1128        192          84             0          0           0        0
## 1129        193           0             0          0           0        0
## 1130        240           0             0          0           0        0
## 1131        274           0             0          0         138        0
## 1132        100          39             0          0           0        0
## 1133        132           0             0          0           0        0
## 1134        232           0             0          0           0        0
## 1135        256          28             0          0           0        0
## 1136        201          64             0          0           0        0
## 1137          0          35             0          0           0        0
## 1138        143          32             0          0           0        0
## 1139        160          36             0          0         108        0
## 1140        483         266             0          0           0      561
## 1141          0          40             0          0           0        0
## 1142          0           0             0          0           0        0
## 1143        112          97             0          0           0        0
## 1144          0          64             0          0           0        0
## 1145          0           0             0          0           0        0
## 1146        201          66             0          0           0        0
## 1147       1424           0             0          0           0        0
## 1148        690          90             0          0           0        0
## 1149          0         136             0          0         240        0
## 1150        129           0             0          0           0        0
## 1151        152          38             0          0           0        0
## 1152          0          44             0          0          88        0
## 1153        330           0             0          0           0        0
## 1154        140           0             0          0           0        0
## 1155        280           0             0          0           0        0
## 1156          0           0             0          0         280        0
## 1157          0           0             0          0           0        0
## 1158          0         189             0          0           0        0
## 1159          0         146             0          0           0        0
## 1160        421          72             0          0           0        0
## 1161          0          84             0          0           0        0
## 1162        286         116             0          0           0        0
## 1163          0         119             0          0           0        0
## 1164        237          38             0          0         115        0
## 1165        168          12             0          0           0        0
## 1166          0          26             0          0         144        0
## 1167        120          70             0          0           0        0
## 1168        182          37             0          0           0        0
## 1169        204          34             0          0           0        0
## 1170        246          39             0          0           0        0
## 1171        250           0             0          0           0        0
## 1172        272         102             0          0           0        0
## 1173        156          55             0          0           0        0
## 1174        351         102             0          0         123        0
## 1175        140          22             0          0           0        0
## 1176        400         105             0          0           0        0
## 1177        444           0            40          0           0        0
## 1178          0         246             0          0           0        0
## 1179         48          28             0          0           0        0
## 1180        295          84             0          0           0        0
## 1181         63           0             0          0           0        0
## 1182        196          68             0          0           0        0
## 1183          0           0             0          0           0        0
## 1184          0          36             0          0           0        0
## 1185          0           0             0          0           0        0
## 1186          0           0             0          0           0        0
## 1187        352           0             0          0           0        0
## 1188          0          55             0          0         225        0
## 1189          0           0           240          0           0        0
## 1190          0          29             0          0           0        0
## 1191          0          28             0          0           0        0
## 1192          0           0             0          0           0        0
## 1193          0           0             0          0           0        0
## 1194          0          43             0          0           0        0
## 1195        354          56             0          0         156        0
## 1196        148          95             0          0           0        0
## 1197        194          84             0          0           0        0
## 1198        243         142             0          0           0        0
## 1199        176          64             0          0           0        0
## 1200        120          34             0          0           0        0
## 1201        204          49             0          0           0        0
## 1202        144          68             0          0           0        0
## 1203        168         127             0          0           0        0
## 1204        196          56             0          0           0        0
## 1205        266         100             0          0           0        0
## 1206        228          75             0          0           0        0
## 1207          0          24             0          0           0        0
## 1208          0          32             0          0           0        0
## 1209        100           0             0          0           0        0
## 1210        120          46             0          0           0        0
## 1211        100          32             0          0           0        0
## 1212        100          16             0          0           0        0
## 1213        130          30             0          0           0        0
## 1214        143          20             0          0           0        0
## 1215         90           0             0          0           0        0
## 1216        100          48             0          0           0        0
## 1217          0           0             0          0           0        0
## 1218        400          45             0          0           0        0
## 1219        210          31             0          0           0        0
## 1220          0          50             0          0           0        0
## 1221        247          55             0          0           0        0
## 1222        307         169           168          0           0        0
## 1223        870          86             0          0         210        0
## 1224        200          95             0          0           0        0
## 1225        432         136             0          0           0        0
## 1226        200          70             0          0           0        0
## 1227          0         240           200          0           0        0
## 1228        144           0             0          0           0        0
## 1229          0          60             0          0           0        0
## 1230          0         265             0          0           0        0
## 1231          0          53             0          0           0        0
## 1232          4          50             0          0           0        0
## 1233        144          55             0          0           0        0
## 1234          0          39             0          0           0        0
## 1235        144         101             0          0           0        0
## 1236        100          77             0          0           0        0
## 1237        150         165             0          0           0        0
## 1238        307          85             0          0         224        0
## 1239          0          46             0          0           0        0
## 1240          0          64             0          0           0        0
## 1241          0          40             0          0           0        0
## 1242          0           0             0          0           0        0
## 1243          0           0             0          0           0        0
## 1244        161           0             0          0           0        0
## 1245          0           0             0          0           0        0
## 1246          0         155             0          0           0        0
## 1247        203          74             0          0           0        0
## 1248          0           0             0          0           0        0
## 1249          0           0             0          0           0        0
## 1250         64           0             0          0           0        0
## 1251        641         100             0          0           0      800
## 1252        177         208           186          0           0        0
## 1253          0         191             0          0           0        0
## 1254          0         166             0          0           0        0
## 1255          0          32             0          0           0        0
## 1256          0          50             0          0           0        0
## 1257          0         382             0          0         110        0
## 1258          0         266             0          0           0        0
## 1259        140         153             0          0           0        0
## 1260          0          20            35          0         264        0
## 1261          0           0             0          0           0        0
## 1262          0          60             0          0         270        0
## 1263         94           0             0          0           0        0
## 1264        143           0             0          0           0        0
## 1265        182          88             0          0           0        0
##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1      None MnPrv        None       0      6   2010       WD        Normal
## 2      None  None        Gar2   12500      6   2010       WD        Normal
## 3      None MnPrv        None       0      3   2010       WD        Normal
## 4      None  None        None       0      6   2010       WD        Normal
## 5      None  None        None       0      1   2010       WD        Normal
## 6      None  None        None       0      4   2010       WD        Normal
## 7      None GdPrv        Shed     500      3   2010       WD        Normal
## 8      None  None        None       0      5   2010       WD        Normal
## 9      None  None        None       0      2   2010       WD        Normal
## 10     None MnPrv        None       0      4   2010       WD        Normal
## 11     None  None        None       0      6   2010       WD        Normal
## 12     None  None        None       0      2   2010      COD        Normal
## 13     None  None        None       0      3   2010       WD        Normal
## 14     None  None        None       0      6   2010       WD        Normal
## 15     None  None        None       0      6   2010       WD        Normal
## 16     None  None        None       0      1   2010      New       Partial
## 17     None  None        None       0      6   2010      New       Partial
## 18     None  None        None       0      6   2010       WD        Normal
## 19     None  None        None       0      2   2010       WD        Normal
## 20     None  None        None       0      6   2010       WD        Normal
## 21     None  None        None       0      6   2010       WD        Normal
## 22     None  None        None       0      4   2010       WD        Normal
## 23     None  None        None       0      1   2010       WD        Normal
## 24     None  None        None       0      1   2010       WD        Normal
## 25     None  None        None       0      6   2010       WD        Normal
## 26     None  None        None       0      4   2010       WD        Normal
## 27     None  None        None       0      1   2010       WD        Normal
## 28     None  None        None       0      5   2010       WD        Normal
## 29     None  None        None       0      4   2010      New       Partial
## 30     None  None        None       0      5   2010       WD        Normal
## 31     None  None        None       0      4   2010       WD        Normal
## 32     None  None        None       0      4   2010       WD        Normal
## 33     None GdPrv        None       0      4   2010       WD       Abnorml
## 34     None  None        None       0      6   2010       WD        Normal
## 35     None  None        None       0      6   2010       WD        Normal
## 36     None  None        None       0      3   2010       WD        Normal
## 37     None  None        None       0      1   2010       WD        Normal
## 38     None  None        None       0      4   2010    ConLD        Normal
## 39     None  None        None       0      2   2010       WD        Normal
## 40     None  None        None       0      5   2010       WD        Normal
## 41     None  None        None       0      5   2010       WD        Normal
## 42     None  None        None       0      6   2010       WD        Normal
## 43     None  None        None       0      4   2010      New       Partial
## 44     None  None        None       0      4   2010       WD        Normal
## 45     None  None        None       0      4   2010       WD        Normal
## 46     None  None        None       0      5   2010       WD        Normal
## 47     None  None        None       0      3   2010       WD        Normal
## 48     None  None        None       0      4   2010       WD        Normal
## 49     None  GdWo        None       0      6   2010       WD        Normal
## 50     None  None        None       0      4   2010       WD        Normal
## 51     None  None        None       0      4   2010    ConLD        Normal
## 52     None GdPrv        None       0      4   2010       WD        Normal
## 53     None  None        None       0      5   2010      COD        Family
## 54     None  None        None       0      1   2010      Oth       Abnorml
## 55     None  GdWo        None       0      3   2010       WD        Normal
## 56     None  None        None       0      1   2010       WD        Normal
## 57     None  None        Shed    1500      1   2010       WD        Normal
## 58     None  None        None       0      3   2010       WD        Normal
## 59     None MnPrv        Shed     300      2   2010       WD        Normal
## 60     None GdPrv        None       0      5   2010       WD        Normal
## 61     None  None        None       0      5   2010       WD        Normal
## 62     None  GdWo        None       0      6   2010       WD        Normal
## 63     None  None        None       0      2   2010       WD        Normal
## 64     None  None        None       0      5   2010       WD        Normal
## 65     None  GdWo        None       0      6   2010       WD        Normal
## 66     None  None        None       0      4   2010       WD       Abnorml
## 67     None  None        None       0      4   2010       WD        Normal
## 68     None  GdWo        None       0      5   2010       WD        Normal
## 69     None  None        None       0      6   2010       WD        Normal
## 70     None  None        None       0      5   2010       WD        Normal
## 71     None  None        None       0      1   2010      COD       Abnorml
## 72     None MnPrv        None       0      5   2010       WD        Normal
## 73     None  None        None       0      6   2010       WD        Normal
## 74     None  None        None       0      1   2010       WD        Normal
## 75     None  None        None       0      6   2010       WD        Normal
## 76     None  None        None       0      3   2010       WD        Normal
## 77     None  None        None       0      6   2010       WD       Abnorml
## 78     None  None        None       0      4   2010       WD       Abnorml
## 79     None  None        None       0      4   2010       WD        Normal
## 80     None  None        None       0      6   2010       WD       Abnorml
## 81     None  None        None       0      6   2010       WD        Normal
## 82     None MnPrv        None       0      3   2010       WD        Normal
## 83     None  None        None       0      5   2010       WD        Normal
## 84     None MnPrv        None       0      4   2010       WD        Normal
## 85     None MnPrv        None       0      4   2010       WD       Abnorml
## 86     None  None        None       0      3   2010       WD        Normal
## 87     None  None        None       0      3   2010       WD        Normal
## 88     None  None        None       0      3   2010       WD        Normal
## 89     None  None        None       0      5   2010       WD        Normal
## 90     None MnPrv        None       0      3   2010       WD        Normal
## 91     None  None        None       0      3   2010       WD        Normal
## 92     None GdPrv        None       0      6   2010       WD        Normal
## 93     None  None        None       0      5   2010       WD        Normal
## 94     None GdPrv        None       0      2   2010       WD        Normal
## 95     None  None        None       0      5   2010       WD        Normal
## 96     None  None        None       0      1   2010      COD        Normal
## 97     None  None        None       0      2   2010    ConLD        Normal
## 98     None MnPrv        None       0      3   2010       WD        Normal
## 99     None  None        None       0      3   2010       WD       Abnorml
## 100    None  None        None       0      6   2010      COD        Normal
## 101    None  None        None       0      5   2010       WD        Normal
## 102    None  None        None       0      6   2010       WD        Normal
## 103    None  None        None       0      5   2010       WD        Normal
## 104    None  None        None       0      5   2010       WD        Normal
## 105    None MnPrv        None       0      3   2010       WD        Normal
## 106    None  None        None       0      4   2010       WD        Normal
## 107    None  None        None       0      6   2010       WD        Normal
## 108    None  None        None       0      5   2010       WD        Normal
## 109    None  None        Shed     450      6   2010       WD        Normal
## 110    None MnPrv        None       0      6   2010       WD        Normal
## 111    None MnPrv        None       0      6   2010       WD        Normal
## 112    None  None        None       0      6   2010       WD        Normal
## 113    None  None        None       0      1   2010      Con       Partial
## 114    None  None        None       0      6   2010      COD        Normal
## 115    None MnPrv        None       0      6   2010       WD        Normal
## 116    None  None        None       0      5   2010       WD        Normal
## 117    None  None        None       0      3   2010       WD        Normal
## 118    None  None        None       0      3   2010       WD        Normal
## 119    None GdPrv        None       0      7   2010       WD        Normal
## 120    None  None        None       0      4   2010       WD        Normal
## 121    None MnPrv        None       0      6   2010       WD        Normal
## 122    None MnPrv        None       0      6   2010       WD        Normal
## 123    None  None        None       0      5   2010       WD        Normal
## 124    None  None        None       0      4   2010       WD        Normal
## 125    None  None        None       0      4   2010       WD        Normal
## 126    None  None        None       0      4   2010    ConLD        Normal
## 127    None MnPrv        None       0      1   2010      Oth       Abnorml
## 128    None MnPrv        None       0      6   2010       WD        Normal
## 129    None  None        None       0      6   2010       WD       Abnorml
## 130    None  None        None       0      6   2010       WD        Normal
## 131    None MnPrv        None       0      5   2010       WD        Normal
## 132    None MnPrv        None       0      5   2010       WD        Normal
## 133    None  None        None       0      3   2010       WD        Normal
## 134    None  None        Shed     500      2   2010       WD        Normal
## 135    None  None        None       0      5   2010       WD        Normal
## 136    None  None        None       0      7   2010       WD        Normal
## 137    None  None        None       0      3   2010       WD        Normal
## 138    None  None        None       0      6   2010       WD        Normal
## 139    None  None        None       0      4   2010       WD        Normal
## 140    None  None        None       0      3   2010       WD        Normal
## 141    None  None        None       0      4   2010    ConLw        Normal
## 142    None MnPrv        None       0      4   2010      COD        Normal
## 143    None  None        None       0      6   2010       WD        Alloca
## 144    None  None        None       0      5   2010       WD        Normal
## 145    None  None        None       0      5   2010       WD        Normal
## 146    None GdPrv        Shed      80      5   2010       WD        Normal
## 147    None  None        None       0      3   2010    ConLD        Normal
## 148    None  None        None       0      5   2010       WD        Normal
## 149    None  None        None       0      1   2010      New       Partial
## 150    None  None        None       0      4   2010       WD        Normal
## 151    None  None        None       0      6   2010       WD        Normal
## 152    None  None        None       0      3   2010       WD        Normal
## 153    None  None        None       0      6   2010       WD        Normal
## 154    None  None        None       0      5   2010       WD        Normal
## 155    None  None        None       0      3   2010       WD        Normal
## 156    None  None        None       0      6   2010       WD        Normal
## 157    None  None        None       0      6   2010       WD        Normal
## 158    None  None        None       0      6   2010    ConLD        Normal
## 159    None MnPrv        None       0      4   2010       WD        Normal
## 160    None  None        Shed     600      2   2010       WD        Normal
## 161    None  GdWo        None       0      3   2010       WD        Normal
## 162    None  None        None       0      4   2010       WD        Normal
## 163    None  GdWo        None       0      2   2010       WD        Normal
## 164    None  None        None       0      3   2010       WD        Normal
## 165    None  None        None       0     10   2009       WD        Normal
## 166    None  None        None       0      6   2009       WD        Normal
## 167    None  None        None       0      7   2009       WD        Normal
## 168    None  None        None       0      8   2009       WD        Normal
## 169    None  None        Shed     490      6   2009       WD        Normal
## 170    None  None        None       0     11   2009       WD        Normal
## 171    None  None        None       0      7   2009       WD        Normal
## 172    None  None        None       0      9   2009       WD        Normal
## 173    None  None        None       0      2   2009       WD        Normal
## 174    None  None        None       0     10   2009       WD        Normal
## 175    None  None        None       0      7   2009       WD        Normal
## 176    None  None        None       0     11   2009       WD        Normal
## 177    None  None        None       0      7   2009       WD        Normal
## 178    None  None        None       0      5   2009       WD       Abnorml
## 179    None  None        None       0      8   2009       WD        Normal
## 180    None  None        None       0      8   2009       WD        Normal
## 181    None  None        None       0      5   2009       WD        Normal
## 182    None  None        None       0      6   2009       WD        Normal
## 183    None  None        None       0      3   2009       WD        Normal
## 184    None  None        None       0     10   2009       WD        Normal
## 185    None  None        None       0      6   2009       WD        Normal
## 186    None  GdWo        None       0      4   2009       WD        Normal
## 187    None  None        None       0      8   2009       WD        Normal
## 188    None  None        None       0      3   2009      COD        Normal
## 189    None  None        None       0      7   2009       WD        Normal
## 190    None GdPrv        None       0      9   2009       WD       Abnorml
## 191    None  GdWo        None       0      7   2009       WD        Normal
## 192    None  None        None       0      7   2009       WD        Normal
## 193    None  None        None       0      7   2009       WD        Normal
## 194    None  None        None       0      9   2009       WD        Normal
## 195    None  None        None       0      8   2009       WD        Normal
## 196    None  None        None       0      5   2009       WD        Normal
## 197    None  None        None       0      7   2009       WD        Normal
## 198    None  None        None       0      4   2009       WD        Normal
## 199    None  None        None       0     10   2009       WD        Normal
## 200    None  None        Shed    1200      7   2009       WD        Normal
## 201    None  None        None       0      6   2009       WD        Normal
## 202    None  None        None       0      7   2009      New       Partial
## 203    None  None        None       0      5   2009       WD        Normal
## 204    None  None        None       0      3   2009       WD        Normal
## 205    None  None        None       0      7   2009       WD        Normal
## 206    None  None        None       0      4   2009       WD        Normal
## 207    None  None        None       0      6   2009       WD        Family
## 208    None  None        None       0      6   2009    ConLI        Normal
## 209    None  None        None       0      2   2009       WD        Normal
## 210    None  None        None       0      3   2009       WD        Normal
## 211    None  None        None       0      6   2009       WD        Normal
## 212    None MnPrv        None       0      7   2009       WD        Normal
## 213    None  None        None       0      6   2009       WD        Normal
## 214    None  None        None       0      7   2009       WD        Normal
## 215    None  None        None       0      8   2009       WD        Normal
## 216    None  None        None       0      3   2009       WD        Normal
## 217    None  None        None       0      5   2009       WD        Normal
## 218    None  None        None       0      2   2009       WD       Abnorml
## 219    None  None        None       0      7   2009       WD        Normal
## 220    None  None        None       0      5   2009      New       Partial
## 221    None  None        None       0      4   2009       WD        Normal
## 222    None  None        None       0      9   2009       WD        Normal
## 223    None  None        None       0     11   2009       WD        Normal
## 224    None  None        None       0      6   2009       WD        Normal
## 225    None  None        None       0      7   2009       WD        Normal
## 226    None  None        None       0      8   2009       WD        Normal
## 227    None  None        None       0      8   2009       WD        Normal
## 228    None  None        None       0      9   2009       WD        Normal
## 229    None MnPrv        None       0      7   2009       WD        Normal
## 230    None  None        None       0      6   2009       WD        Normal
## 231    None  None        None       0      5   2009       WD        Normal
## 232    None  None        None       0      7   2009       WD        Normal
## 233    None  None        None       0      5   2009       WD        Normal
## 234    None  None        None       0      6   2009       WD        Normal
## 235    None  None        None       0      3   2009       WD        Normal
## 236    None  None        None       0      5   2009       WD        Normal
## 237    None  None        None       0      6   2009       WD        Normal
## 238    None  None        None       0      9   2009       WD        Normal
## 239    None  None        None       0      6   2009       WD        Normal
## 240    None  None        None       0     11   2009       WD        Normal
## 241    None  None        None       0     10   2009       WD        Normal
## 242    None  None        None       0      9   2009       WD        Normal
## 243    None  None        None       0      9   2009       WD        Normal
## 244    None  None        None       0      3   2009       WD        Normal
## 245    None  None        None       0      9   2009       WD        Normal
## 246    None GdPrv        None       0     10   2009       WD        Normal
## 247    None  None        None       0     10   2009      New       Partial
## 248    None  None        None       0      5   2009       WD        Normal
## 249    None  None        None       0      5   2009       WD        Normal
## 250    None  None        None       0      6   2009       WD        Normal
## 251    None  None        None       0      7   2009       WD        Normal
## 252    None  None        None       0     10   2009      New       Partial
## 253    None  None        None       0      3   2009       WD        Normal
## 254    None  None        None       0      8   2009       WD        Normal
## 255    None  None        None       0      3   2009       WD        Normal
## 256    None  None        None       0      4   2009       WD        Normal
## 257    None  None        None       0      6   2009       WD        Normal
## 258    None  None        None       0      8   2009       WD        Normal
## 259    None  None        None       0      1   2009       WD        Normal
## 260    None  None        None       0      1   2009       WD        Normal
## 261    None  None        None       0      5   2009       WD        Normal
## 262    None  None        None       0      8   2009       WD        Normal
## 263    None  None        None       0      6   2009       WD        Normal
## 264    None  None        None       0      2   2009      New       Partial
## 265    None  None        None       0      4   2009       WD        Normal
## 266    None  None        None       0     11   2009       WD        Normal
## 267    None  None        None       0      2   2009       WD        Normal
## 268    None  None        None       0     10   2009       WD        Normal
## 269    None  None        None       0      7   2009       WD        Normal
## 270    None  None        None       0      5   2009       WD        Normal
## 271    None MnPrv        None       0     11   2009       WD        Normal
## 272    None  None        None       0      6   2009       WD        Normal
## 273    None  None        None       0      7   2009       WD        Normal
## 274    None MnPrv        None       0      5   2009      Oth        Family
## 275    None  GdWo        None       0     10   2009       WD        Normal
## 276    None  None        None       0     10   2009       WD        Normal
## 277    None MnPrv        None       0      4   2009       WD        Normal
## 278    None GdPrv        None       0      7   2009       WD        Normal
## 279    None  None        None       0      7   2009       WD        Normal
## 280    None  None        None       0      1   2009      New       Partial
## 281    None  None        None       0      3   2009       WD        Normal
## 282    None  None        None       0      8   2009       WD        Normal
## 283    None  None        None       0      9   2009       WD        Normal
## 284    None  None        None       0      6   2009       WD        Normal
## 285    None  None        None       0      6   2009       WD        Normal
## 286    None  None        None       0      1   2009       WD       Abnorml
## 287    None  None        None       0      6   2009       WD        Normal
## 288    None  None        None       0      5   2009       WD        Normal
## 289    None  None        Shed     650      8   2009       WD        Normal
## 290    None MnPrv        None       0      8   2009       WD       Abnorml
## 291    None  None        None       0     11   2009       WD        Normal
## 292    None GdPrv        None       0      6   2009       WD        Normal
## 293    None  None        None       0      3   2009      COD        Normal
## 294    None  None        None       0      5   2009      COD       Abnorml
## 295    None  None        None       0      5   2009       WD        Normal
## 296    None  GdWo        None       0      8   2009       WD        Normal
## 297    None  None        None       0      9   2009       WD        Normal
## 298    None MnPrv        None       0      5   2009       WD        Normal
## 299    None  None        None       0      7   2009       WD        Normal
## 300    None MnPrv        None       0      2   2009       WD        Normal
## 301    None  None        None       0      7   2009      COD       Abnorml
## 302    None MnPrv        None       0      6   2009       WD        Normal
## 303    None  None        None       0      9   2009       WD        Normal
## 304    None MnPrv        None       0      2   2009       WD        Normal
## 305    None MnPrv        None       0      4   2009       WD        Normal
## 306    None GdPrv        None       0      4   2009       WD        Normal
## 307    None  GdWo        None       0      7   2009       WD        Normal
## 308    None  None        None       0      6   2009       WD        Normal
## 309    None  None        None       0      8   2009       WD        Normal
## 310    None  None        None       0      6   2009       WD        Normal
## 311    None  GdWo        None       0     11   2009      COD       Abnorml
## 312    None  GdWo        None       0      7   2009       WD        Normal
## 313    None  None        None       0     11   2009       WD        Family
## 314    None  None        None       0     12   2009       WD        Normal
## 315    None  None        None       0      2   2009       WD        Normal
## 316    None  None        None       0     10   2009       WD        Normal
## 317    None  None        None       0      8   2009       WD        Normal
## 318    None MnPrv        None       0      3   2009       WD        Normal
## 319    None MnPrv        None       0      8   2009    ConLD        Normal
## 320    None  GdWo        None       0     12   2009       WD        Normal
## 321    None  GdWo        None       0      8   2009       WD        Normal
## 322    None  None        None       0      8   2009       WD        Normal
## 323    None  None        None       0      8   2009       WD        Normal
## 324    None  None        None       0      5   2009       WD        Normal
## 325    None  GdWo        None       0     12   2009       WD        Normal
## 326    None  None        None       0      6   2009       WD        Normal
## 327    None  None        None       0      8   2009       WD        Normal
## 328    None  None        None       0      6   2009       WD        Normal
## 329    None  None        None       0      6   2009       WD        Normal
## 330    None  None        None       0     11   2009       WD        Normal
## 331    None  None        None       0      8   2009       WD        Normal
## 332    None  GdWo        None       0      6   2009       WD        Normal
## 333    None MnPrv        None       0      5   2009       WD        Normal
## 334    None  None        Shed     450      9   2009       WD        Normal
## 335    None  None        None       0      4   2009       WD        Normal
## 336    None  None        None       0      4   2009       WD        Normal
## 337    None  None        None       0     12   2009      COD       Abnorml
## 338    None  GdWo        None       0      3   2009       WD        Normal
## 339    None  None        None       0      9   2009       WD        Normal
## 340    None  GdWo        None       0      7   2009       WD        Normal
## 341    None  None        None       0      8   2009       WD        Normal
## 342    None  None        None       0      8   2009      COD       Abnorml
## 343    None  None        None       0      3   2009       WD        Normal
## 344    None  None        None       0     11   2009       WD        Normal
## 345    None  None        None       0      4   2009       WD        Normal
## 346    None  None        None       0      6   2009       WD        Normal
## 347    None  None        None       0      6   2009       WD        Normal
## 348    None MnPrv        None       0      7   2009       WD        Normal
## 349    None  None        None       0      3   2009       WD        Normal
## 350    None MnPrv        None       0     10   2009       WD        Normal
## 351    None  None        None       0     10   2009       WD        Normal
## 352    None  None        None       0      7   2009       WD        Normal
## 353    None MnPrv        None       0      3   2009       WD        Normal
## 354    None  None        None       0     11   2009      Oth        Normal
## 355    None  None        None       0     10   2009       WD        Normal
## 356    None  GdWo        None       0      2   2009       WD        Normal
## 357    None  None        None       0      6   2009       WD        Normal
## 358    None  None        None       0      6   2009       WD        Normal
## 359    None  None        None       0      5   2009       WD        Normal
## 360    None  None        None       0      6   2009       WD        Normal
## 361    None  None        None       0      9   2009    ConLI        Family
## 362    None MnPrv        None       0      9   2009       WD        Normal
## 363    None  None        None       0      9   2009       WD       Abnorml
## 364    None  GdWo        None       0      9   2009       WD        Normal
## 365    None  None        None       0      5   2009       WD        Normal
## 366    None  None        None       0      6   2009       WD        Normal
## 367    None MnPrv        None       0      3   2009       WD       Abnorml
## 368    None  None        None       0      2   2009       WD        Normal
## 369    None  None        None       0      8   2009       WD        Normal
## 370    None  None        None       0      6   2009       WD        Normal
## 371    None  None        Shed     400      6   2009       WD        Normal
## 372    None  None        None       0      9   2009       WD       Abnorml
## 373    None MnPrv        None       0      8   2009       WD        Normal
## 374    None  None        None       0      2   2009       WD        Normal
## 375    None  None        None       0      5   2009       WD        Normal
## 376    None  None        None       0      8   2009       WD        Normal
## 377    None  None        None       0      7   2009      COD       Abnorml
## 378    None  None        None       0      2   2009       WD        Normal
## 379    None  None        None       0      9   2009       WD        Normal
## 380    None  None        None       0      3   2009       WD        Alloca
## 381    None  None        None       0      7   2009       WD        Normal
## 382    None  None        None       0      3   2009       WD        Normal
## 383    None  None        None       0      4   2009       WD       Abnorml
## 384    None  None        None       0      6   2009       WD        Normal
## 385    None  None        None       0      7   2009       WD        Normal
## 386    None MnPrv        None       0      3   2009      COD        Normal
## 387    None  None        None       0     10   2009       WD        Normal
## 388    None  None        None       0      6   2009       WD        Normal
## 389    None  None        None       0     10   2009       WD        Normal
## 390    None GdPrv        None       0      2   2009       WD        Normal
## 391    None  None        None       0      7   2009       WD        Normal
## 392    None MnPrv        None       0      9   2009       WD        Normal
## 393    None  None        None       0      2   2009       WD        Normal
## 394    None  None        None       0      7   2009       WD        Normal
## 395    None  None        Shed     600      9   2009       WD        Normal
## 396    None MnPrv        None       0      8   2009       WD        Normal
## 397    None  None        None       0      6   2009       WD        Normal
## 398    None  None        None       0      6   2009       WD        Alloca
## 399    None GdPrv        None       0      6   2009       WD        Alloca
## 400    None  None        None       0      6   2009       WD        Alloca
## 401    None  None        None       0      6   2009       WD        Alloca
## 402    None  None        None       0     10   2009       WD        Normal
## 403    None  None        None       0     10   2009       WD        Normal
## 404    None  None        None       0     10   2009       WD        Normal
## 405    None  None        None       0      7   2009      New       Partial
## 406    None  None        None       0     11   2009       WD        Normal
## 407    None  None        None       0      6   2009       WD        Normal
## 408    None  None        None       0      4   2009       WD        Normal
## 409    None  None        None       0      5   2009       WD        Normal
## 410    None  None        None       0      3   2009       WD        Normal
## 411    None  None        None       0      3   2009       WD        Normal
## 412    None  None        None       0      7   2009       WD        Normal
## 413    None  None        None       0      6   2009       WD        Normal
## 414    None  None        None       0     10   2009       WD        Normal
## 415    None GdPrv        None       0     12   2009       WD        Normal
## 416    None  None        None       0      4   2009       WD        Normal
## 417    None  None        None       0      4   2009       WD        Normal
## 418    None  None        None       0      7   2009       WD        Family
## 419    None MnPrv        None       0      7   2009       WD        Normal
## 420    None  None        None       0     10   2009       WD        Normal
## 421    None  None        None       0      9   2009       WD        Normal
## 422    None  None        None       0      6   2009       WD        Normal
## 423    None  None        None       0     11   2009       WD        Normal
## 424    None  None        None       0      5   2009       WD        Normal
## 425    None  None        None       0      6   2009       WD        Normal
## 426    None  None        None       0      6   2009       WD        Normal
## 427    None  None        None       0      8   2009       WD        Normal
## 428    None  None        None       0      1   2009       WD        Normal
## 429    None  None        None       0      7   2009       WD        Normal
## 430    None MnPrv        None       0      7   2009       WD        Normal
## 431    None  None        None       0      4   2009       WD        Normal
## 432    None MnPrv        None       0      3   2009       WD        Normal
## 433    None  None        Shed     900      6   2009       WD        Normal
## 434    None  None        None       0      8   2009       WD        Normal
## 435    None  None        None       0      5   2009       WD        Normal
## 436    None  None        None       0      9   2009       WD        Normal
## 437    None  None        None       0      7   2009       WD       Abnorml
## 438    None  None        None       0      3   2009       WD        Normal
## 439    None  None        None       0     10   2009       WD        Normal
## 440    None MnPrv        None       0      5   2009       WD        Normal
## 441    None GdPrv        None       0      2   2009       WD        Normal
## 442    None MnPrv        None       0      6   2009       WD        Normal
## 443    None  None        None       0      7   2009       WD        Normal
## 444    None MnPrv        None       0     10   2009       WD        Family
## 445    None  None        None       0      5   2009       WD        Normal
## 446    None  None        None       0     10   2009       WD        Normal
## 447    None  None        None       0      1   2009       WD        Normal
## 448    None GdPrv        None       0      5   2009       WD        Normal
## 449    None GdPrv        None       0     10   2009       WD        Normal
## 450    None MnPrv        None       0      7   2009       WD        Normal
## 451    None  None        Shed    1500      4   2009       WD        Normal
## 452    None GdPrv        None       0      7   2009       WD        Normal
## 453    None  None        None       0     12   2009       WD        Normal
## 454    None  None        None       0      5   2009       WD        Normal
## 455    None  None        None       0      6   2009      New       Partial
## 456    None  None        None       0      3   2009    ConLD        Normal
## 457    None  None        None       0      5   2009       WD        Normal
## 458    None MnPrv        None       0      4   2009       WD        Normal
## 459    None  GdWo        None       0     11   2009       WD        Normal
## 460    None  None        None       0      4   2009      COD       Abnorml
## 461    None  None        None       0      7   2009       WD        Normal
## 462    None  None        None       0      1   2009       WD        Normal
## 463    None  None        Shed    2500      2   2009       WD        Normal
## 464    None  None        None       0      7   2009       WD        Normal
## 465    None  None        None       0      2   2009       WD       Abnorml
## 466    None  None        None       0      5   2009       WD        Normal
## 467    None MnPrv        None       0      4   2009       WD        Normal
## 468    None  None        None       0      3   2009       WD        Normal
## 469    None MnPrv        None       0      7   2009       WD        Normal
## 470    None  None        Shed     700      8   2009       WD        Normal
## 471    None GdPrv        None       0      6   2009       WD        Normal
## 472    None  None        None       0      7   2009       WD        Normal
## 473    None MnPrv        None       0      4   2009       WD        Normal
## 474    None  None        None       0      4   2008       WD        Normal
## 475    None  None        None       0     10   2008       WD        Normal
## 476    None  None        None       0      5   2008       WD        Normal
## 477    None  None        None       0     11   2008       WD        Normal
## 478    None  None        None       0     11   2008       WD        Normal
## 479    None  None        None       0      7   2008       WD        Normal
## 480    None  None        None       0      8   2008       WD        Normal
## 481    None  None        None       0      4   2008       WD        Family
## 482    None GdPrv        None       0      9   2008       WD        Normal
## 483    None  None        None       0      4   2008       WD        Normal
## 484    None  None        None       0      7   2008       WD        Normal
## 485    None  None        None       0      9   2008       WD        Normal
## 486    None  None        Shed     750      5   2008       WD        Normal
## 487    None  None        None       0      7   2008       WD        Normal
## 488    None  None        None       0      7   2008       WD        Family
## 489    None  None        None       0      6   2008       WD        Normal
## 490    None  None        None       0      7   2008       WD        Normal
## 491    None  None        None       0      8   2008       WD        Normal
## 492    None  None        None       0      3   2008       WD        Normal
## 493    None MnPrv        None       0     11   2008       WD        Normal
## 494    None  None        None       0      3   2008       WD        Normal
## 495    None  None        None       0      6   2008       WD        Normal
## 496    None MnPrv        None       0     12   2008       WD        Normal
## 497    None  GdWo        None       0      4   2008       WD        Normal
## 498    None GdPrv        None       0      6   2008       WD        Normal
## 499    None  None        None       0      6   2008       WD        Normal
## 500    None  None        None       0      9   2008      COD        Normal
## 501    None  None        None       0      5   2008       WD        Normal
## 502    None  None        None       0      2   2008       WD        Normal
## 503    None  None        None       0      4   2008       WD        Normal
## 504    None  None        None       0     12   2008       WD        Normal
## 505    None  None        None       0      5   2008       WD        Normal
## 506    None  None        None       0      9   2008       WD        Normal
## 507    None  None        None       0      1   2008      New       Partial
## 508    None  None        None       0      8   2008       WD        Normal
## 509    None  None        None       0      5   2008       WD        Normal
## 510    None  None        None       0     10   2008       WD       Abnorml
## 511    None  None        None       0      6   2008       WD        Normal
## 512    None  None        None       0      8   2008       WD        Normal
## 513    None  None        None       0      6   2008       WD        Normal
## 514    None  None        None       0      7   2008       WD        Normal
## 515      Ex  None        None       0      2   2008       WD        Normal
## 516    None  None        None       0      6   2008       WD        Normal
## 517    None  None        None       0      1   2008       WD        Normal
## 518    None  None        None       0      7   2008       WD        Normal
## 519    None  None        None       0     11   2008      New       Partial
## 520    None  None        None       0      6   2008       WD        Normal
## 521    None  None        None       0      6   2008      New       Partial
## 522    None  None        None       0      6   2008       WD        Normal
## 523    None  None        None       0      2   2008       WD        Normal
## 524    None  None        None       0     10   2008       WD        Normal
## 525    None  None        None       0      8   2008       WD        Normal
## 526    None  None        None       0      5   2008       WD        Normal
## 527    None  None        None       0      3   2008      New       Partial
## 528    None  None        None       0      7   2008       WD        Normal
## 529    None  None        None       0      7   2008       WD        Normal
## 530    None  None        None       0      5   2008       WD        Normal
## 531    None  None        None       0     11   2008      New       Partial
## 532    None  None        None       0      7   2008       WD        Normal
## 533    None  None        None       0      4   2008       WD        Normal
## 534    None  None        None       0      5   2008       WD        Normal
## 535    None  None        None       0      5   2008       WD        Normal
## 536    None  None        None       0      9   2008       WD        Normal
## 537    None  None        None       0      6   2008       WD        Normal
## 538    None  None        None       0      7   2008       WD        Normal
## 539    None  None        None       0      6   2008       WD        Normal
## 540    None  None        None       0      6   2008       WD        Normal
## 541    None  None        None       0      7   2008       WD        Normal
## 542    None  None        None       0      5   2008       WD        Normal
## 543    None  None        None       0      7   2008       WD        Normal
## 544    None  None        None       0      2   2008      New       Partial
## 545    None  None        None       0      8   2008       WD        Normal
## 546    None  None        None       0      7   2008      New       Partial
## 547    None  None        None       0      6   2008       WD        Normal
## 548    None  None        None       0      4   2008      New       Partial
## 549    None  None        None       0      7   2008       WD        Normal
## 550    None  None        None       0      7   2008       WD        Normal
## 551    None  None        None       0      6   2008       WD        Normal
## 552    None  None        None       0      3   2008       WD        Normal
## 553    None  None        None       0      4   2008       WD        Normal
## 554    None  None        None       0     10   2008       WD        Normal
## 555    None  None        Shed    2000     11   2008       WD        Normal
## 556    None  None        None       0      9   2008       WD        Normal
## 557    None  None        None       0      5   2008       WD        Normal
## 558    None MnPrv        Shed     400      8   2008       WD        Normal
## 559    None  None        None       0      7   2008       WD        Normal
## 560    None  None        None       0      4   2008       WD        Normal
## 561    None  None        Shed     650      1   2008      COD       Abnorml
## 562    None  None        None       0      7   2008       WD        Normal
## 563    None GdPrv        None       0      7   2008       WD        Normal
## 564    None  None        None       0      6   2008       WD        Normal
## 565    None  None        None       0      6   2008       WD        Normal
## 566    None  None        None       0      6   2008       WD        Normal
## 567    None  None        None       0      5   2008       WD        Normal
## 568    None  None        None       0      3   2008       WD       Abnorml
## 569    None  None        None       0      4   2008       WD        Normal
## 570    None  None        None       0      7   2008       WD        Normal
## 571    None  None        None       0      7   2008       WD        Normal
## 572    None  None        None       0      9   2008       WD        Normal
## 573    None  None        None       0      6   2008       WD        Normal
## 574    None  None        None       0      6   2008       WD        Normal
## 575    None  None        None       0      6   2008       WD        Normal
## 576    None  None        None       0     12   2008       WD        Normal
## 577    None  None        None       0     12   2008    ConLD        Normal
## 578    None  None        None       0      2   2008       WD        Normal
## 579    None  None        None       0      8   2008       WD        Normal
## 580    None  None        None       0      6   2008       WD        Family
## 581    None  GdWo        None       0      5   2008       WD        Normal
## 582    None  None        None       0      4   2008       WD        Normal
## 583    None  None        None       0      5   2008       WD        Normal
## 584    None  GdWo        None       0     10   2008       WD        Family
## 585    None  None        Shed     450      8   2008       WD        Normal
## 586    None  None        None       0      8   2008    ConLD        Normal
## 587    None  None        None       0      6   2008       WD        Normal
## 588    None  None        None       0      7   2008       WD        Normal
## 589    None  None        None       0     11   2008       WD        Normal
## 590    None  None        None       0      5   2008       WD        Normal
## 591    None  GdWo        None       0      3   2008       WD        Normal
## 592    None  None        None       0      5   2008      COD       Abnorml
## 593    None MnPrv        None       0      8   2008       WD        Normal
## 594    None  None        None       0      9   2008       WD        Normal
## 595    None MnPrv        None       0      2   2008       WD        Normal
## 596    None  None        None       0      9   2008       WD        Normal
## 597    None MnPrv        None       0      6   2008       WD        Normal
## 598    None MnPrv        None       0      8   2008       WD        Normal
## 599    None  None        None       0      5   2008       WD        Normal
## 600    None  None        None       0      6   2008       WD        Normal
## 601    None  None        None       0      5   2008       WD        Normal
## 602    None  None        None       0      4   2008       WD        Normal
## 603    None MnPrv        None       0      5   2008       WD        Normal
## 604    None  None        None       0      5   2008       WD        Normal
## 605    None  GdWo        None       0      7   2008       WD        Normal
## 606    None  None        Shed    1500      9   2008       WD        Normal
## 607    None  None        None       0     10   2008       WD        Normal
## 608    None  None        None       0      1   2008       WD        Normal
## 609    None GdPrv        None       0      8   2008       WD        Normal
## 610    None  None        None       0      5   2008       WD        Normal
## 611    None  None        None       0      7   2008       WD        Normal
## 612    None  GdWo        None       0      6   2008       WD        Normal
## 613    None  GdWo        Shed     450      6   2008       WD        Normal
## 614    None MnPrv        Othr    6500      4   2008       WD        Normal
## 615    None  None        None       0      6   2008       WD        Normal
## 616    None  None        None       0      2   2008       WD       Abnorml
## 617    None  None        None       0      5   2008       WD        Normal
## 618    None  None        None       0     11   2008       WD        Normal
## 619    None  GdWo        None       0      9   2008       WD        Normal
## 620    None  GdWo        None       0      6   2008       WD        Normal
## 621    None  MnWw        None       0      4   2008       WD        Normal
## 622    None  None        None       0     11   2008       WD       Abnorml
## 623    None  None        None       0      3   2008       WD        Normal
## 624    None  None        None       0      7   2008       WD        Normal
## 625    None  None        None       0      5   2008      COD        Normal
## 626    None  None        None       0     12   2008       WD       Abnorml
## 627    None  None        None       0      7   2008       WD        Normal
## 628    None  None        None       0      1   2008       WD        Normal
## 629    None MnPrv        None       0      8   2008       WD        Normal
## 630    None  None        None       0      6   2008       WD        Normal
## 631    None  None        None       0      6   2008       WD        Normal
## 632    None  None        None       0      5   2008       WD        Normal
## 633    None  None        None       0      6   2008       WD        Normal
## 634    None  None        None       0      2   2008       WD        Normal
## 635    None  None        None       0      5   2008      Con        Normal
## 636    None  None        None       0      9   2008       WD        Normal
## 637    None  None        None       0      9   2008       WD        Normal
## 638    None  None        None       0      6   2008       WD        Normal
## 639    None  None        None       0      3   2008       WD       Abnorml
## 640    None MnPrv        None       0     12   2008       WD       Abnorml
## 641    None  None        None       0      2   2008       WD        Normal
## 642    None MnPrv        None       0      3   2008       WD        Normal
## 643    None  None        None       0      5   2008       WD        Normal
## 644    None  None        None       0      4   2008       WD        Normal
## 645    None  None        None       0      2   2008       WD        Normal
## 646    None  None        None       0     11   2008    ConLD        Normal
## 647    None  None        None       0     12   2008       WD        Normal
## 648    None  None        None       0      6   2008       WD        Normal
## 649    None  None        None       0      5   2008       WD        Normal
## 650    None GdPrv        None       0      7   2008       WD        Normal
## 651    None  None        None       0      8   2008       WD       Abnorml
## 652    None  None        None       0      7   2008       WD        Normal
## 653    None  None        None       0      5   2008       WD        Normal
## 654    None MnPrv        Shed     400      4   2008       WD        Normal
## 655    None GdPrv        None       0      7   2008       WD        Normal
## 656    None  None        None       0      7   2008       WD        Normal
## 657    None GdPrv        None       0      5   2008       WD        Normal
## 658    None  None        None       0      4   2008       WD        Normal
## 659    None  None        None       0      4   2008       WD        Normal
## 660    None MnPrv        None       0      4   2008       WD        Normal
## 661    None MnPrv        None       0      4   2008    ConLD       Abnorml
## 662    None  None        None       0      8   2008       WD        Normal
## 663    None  None        None       0      6   2008       WD        Normal
## 664    None MnPrv        None       0      1   2008       WD        Normal
## 665    None  None        None       0     10   2008       WD        Normal
## 666    None  None        None       0      3   2008       WD        Normal
## 667    None MnPrv        Shed    1000      9   2008       WD        Normal
## 668    None  None        None       0      6   2008       WD        Normal
## 669    None  None        None       0      7   2008       WD        Normal
## 670    None  None        None       0      5   2008      COD       Abnorml
## 671    None  None        None       0     11   2008      COD        Normal
## 672    None  None        None       0      4   2008       WD        Normal
## 673    None  None        None       0      7   2008       WD        Normal
## 674    None MnPrv        None       0      8   2008       WD        Family
## 675    None  None        None       0      8   2008    ConLD        Family
## 676    None  None        None       0      5   2008       WD        Normal
## 677    None  None        None       0      9   2008       WD       Abnorml
## 678    None MnPrv        None       0      5   2008       WD       Abnorml
## 679    None  None        None       0     12   2008       WD        Normal
## 680    None MnPrv        Shed     600      7   2008       WD        Normal
## 681    None  GdWo        None       0      5   2008       WD        Normal
## 682    None MnPrv        None       0      3   2008       WD        Normal
## 683    None  None        None       0      3   2008       WD        Normal
## 684    None  None        None       0      1   2008       WD        Alloca
## 685    None  None        None       0      5   2008       WD        Normal
## 686    None  None        None       0      6   2008       WD        Normal
## 687    None  None        None       0     12   2008       WD       Abnorml
## 688    None MnPrv        None       0      6   2008       WD        Normal
## 689    None MnPrv        None       0      6   2008       WD        Normal
## 690    None  None        None       0      4   2008       WD        Normal
## 691    None  None        None       0      1   2008       WD        Normal
## 692    None  None        None       0      1   2008       WD        Normal
## 693    None MnPrv        None       0      7   2008       WD        Normal
## 694    None  None        None       0      4   2008       WD        Normal
## 695    None  GdWo        None       0     11   2008       WD        Normal
## 696    None GdPrv        None       0      6   2008       WD        Normal
## 697    None  None        None       0      4   2008       WD        Normal
## 698    None  None        None       0     12   2008       WD        Normal
## 699    None  None        None       0      2   2008       WD        Normal
## 700    None  None        None       0      3   2008      New       Partial
## 701    None  None        None       0      5   2008       WD        Normal
## 702    None  None        None       0      6   2008       WD       Abnorml
## 703    None  None        None       0     12   2008      New       Partial
## 704    None  None        None       0      2   2008       WD        Normal
## 705    None  None        None       0      3   2008       WD        Normal
## 706    None  None        None       0      8   2008       WD        Normal
## 707    None  None        None       0      5   2008       WD        Normal
## 708    None  None        None       0      7   2008       WD        Normal
## 709    None  None        None       0      6   2008       WD        Normal
## 710    None  None        Shed    4500      5   2008       WD        Normal
## 711    None  None        None       0      5   2008       WD        Normal
## 712    None MnPrv        None       0      9   2008       WD       Abnorml
## 713    None  None        None       0      8   2008       WD        Normal
## 714    None  None        None       0      6   2008       WD        Normal
## 715    None  None        None       0      1   2008       WD        Normal
## 716    None  None        None       0      6   2008       WD        Normal
## 717    None  None        None       0      8   2008       WD        Normal
## 718    None  None        None       0      6   2008       WD        Normal
## 719    None  None        None       0      2   2008       WD        Normal
## 720    None  None        None       0      7   2008       WD       Abnorml
## 721    None  None        None       0      6   2008       WD        Normal
## 722    None  None        None       0      2   2008       WD        Normal
## 723    None  None        None       0      6   2008       WD        Normal
## 724    None MnPrv        None       0      4   2008      COD       Abnorml
## 725    None  None        None       0      4   2008       WD        Family
## 726    None  None        None       0      5   2008       WD        Normal
## 727    None  None        None       0     11   2008       WD        Normal
## 728    None MnPrv        None       0      2   2008       WD        Normal
## 729    None  None        None       0      7   2008       WD        Normal
## 730    None  None        None       0      6   2008       WD       AdjLand
## 731    None  None        None       0      7   2008       WD        Normal
## 732    None  None        None       0      5   2008       WD        Normal
## 733    None  None        None       0      1   2008       WD        Family
## 734    None  None        None       0      4   2008       WD        Normal
## 735    None MnPrv        Gar2    3000      5   2008       WD        Normal
## 736    None  None        None       0     11   2008       WD       Abnorml
## 737    None  None        None       0      6   2008       WD        Normal
## 738    None  None        None       0      4   2008       WD        Normal
## 739    None  None        None       0      7   2008       WD       Abnorml
## 740    None MnPrv        None       0      7   2008       WD        Normal
## 741    None  None        Shed     400      1   2008       WD        Normal
## 742    None GdPrv        None       0      6   2008       WD        Normal
## 743    None  None        None       0      6   2008       WD        Normal
## 744    None  None        None       0      7   2008       WD        Normal
## 745    None  None        None       0      3   2008       WD        Normal
## 746    None MnPrv        None       0      5   2008       WD        Normal
## 747    None  None        None       0      6   2008       WD        Alloca
## 748    None  None        None       0      4   2008       WD        Normal
## 749    None MnPrv        None       0      4   2008       WD        Normal
## 750    None GdPrv        None       0     12   2008       WD        Normal
## 751    None MnPrv        None       0      7   2008       WD        Normal
## 752    None  None        None       0      7   2008       WD        Normal
## 753    None  None        None       0      7   2008       WD        Normal
## 754    None MnPrv        None       0      7   2008       WD        Normal
## 755    None  None        None       0      5   2008       WD        Normal
## 756    None  None        None       0      1   2008       WD        Normal
## 757    None  None        None       0      2   2008       WD       Abnorml
## 758    None  None        None       0      7   2008       WD        Normal
## 759    None  None        None       0      5   2008       WD        Normal
## 760    None  None        None       0      6   2008       WD        Normal
## 761    None  None        None       0      8   2008      New       Partial
## 762    None  None        None       0      7   2008       WD        Normal
## 763    None  None        None       0      9   2008       WD        Normal
## 764    None  None        None       0      9   2008       WD        Normal
## 765    None  None        None       0     11   2008       WD       Abnorml
## 766    None  None        None       0      7   2008       WD        Normal
## 767    None  None        None       0      7   2008       WD        Normal
## 768    None  None        None       0      4   2008       WD        Normal
## 769    None  None        None       0      1   2008      New       Partial
## 770    None  None        None       0      4   2008       WD        Normal
## 771    None  None        None       0     10   2008      New       Partial
## 772    None  None        None       0      7   2008       WD        Normal
## 773    None  None        None       0      3   2008       WD        Normal
## 774    None  None        None       0      6   2008       WD        Normal
## 775    None  None        None       0     12   2008       WD        Normal
## 776    None  None        None       0      1   2008       WD        Normal
## 777    None  None        None       0      6   2008       WD        Normal
## 778    None  None        None       0     11   2008       WD        Alloca
## 779    None  None        None       0      2   2008       WD       Abnorml
## 780    None  None        None       0      4   2008       WD        Normal
## 781    None  None        None       0     11   2008    ConLD        Normal
## 782    None  None        None       0      6   2008       WD        Normal
## 783    None  None        None       0      5   2008       WD        Normal
## 784    None  None        None       0      6   2008       WD        Normal
## 785    None  GdWo        None       0      7   2008       WD        Normal
## 786    None  GdWo        Shed     500      2   2008       WD        Normal
## 787    None  None        None       0      3   2008       WD        Normal
## 788    None  GdWo        None       0      4   2008       WD        Normal
## 789    None  None        None       0      7   2008       WD        Normal
## 790    None  None        None       0      4   2008       WD        Normal
## 791    None  None        None       0      1   2008       WD        Normal
## 792    None  None        None       0      3   2007       WD        Normal
## 793    None  None        None       0      3   2007       WD        Normal
## 794    None MnPrv        None       0      3   2007       WD        Normal
## 795    None  None        None       0      4   2007       WD       Abnorml
## 796    None  None        None       0      8   2007       WD        Normal
## 797    None  None        None       0      8   2007       WD        Normal
## 798    None  None        None       0      8   2007       WD        Normal
## 799    None  None        None       0      7   2007       WD        Normal
## 800    None MnPrv        None       0      3   2007       WD        Alloca
## 801    None  None        None       0     10   2007       WD        Normal
## 802    None  None        None       0      8   2007       WD        Normal
## 803    None  None        None       0      7   2007       WD        Normal
## 804    None  None        None       0      6   2007      New       Partial
## 805    None  None        None       0     11   2007       WD        Normal
## 806    None  None        None       0      3   2007       WD        Normal
## 807    None  None        None       0      1   2007       WD        Normal
## 808    None  None        None       0     10   2007      New       Partial
## 809    None  None        None       0      4   2007      COD       Abnorml
## 810    None  None        None       0      3   2007       WD        Normal
## 811    None  None        None       0      9   2007       WD        Normal
## 812    None  None        None       0      3   2007       WD        Normal
## 813    None MnPrv        None       0      8   2007       WD        Normal
## 814    None  None        None       0      8   2007       WD        Normal
## 815    None  None        None       0      9   2007       WD        Normal
## 816    None  None        None       0      2   2007       WD        Normal
## 817    None  None        None       0     11   2007       WD        Normal
## 818    None  GdWo        None       0      9   2007       WD        Normal
## 819    None  None        None       0     10   2007       WD        Normal
## 820    None  GdWo        None       0      7   2007       WD        Normal
## 821    None  None        None       0      7   2007       WD        Normal
## 822    None  None        None       0     10   2007       WD        Normal
## 823    None  None        None       0      2   2007       WD        Normal
## 824    None  None        None       0     12   2007       WD        Normal
## 825    None  None        None       0      4   2007       WD        Normal
## 826    None  None        None       0     11   2007       WD        Normal
## 827    None  None        None       0      8   2007      New       Partial
## 828    None  None        None       0      6   2007      New       Partial
## 829    None  None        None       0     11   2007      New       Partial
## 830    None  None        None       0     12   2007      New       Partial
## 831    None  None        None       0      3   2007      New       Partial
## 832    None  None        None       0      8   2007       WD        Normal
## 833    None  None        None       0     10   2007      New       Partial
## 834    None  None        None       0      5   2007       WD        Normal
## 835    None  None        None       0      8   2007      New       Partial
## 836    None  None        None       0      6   2007      New       Partial
## 837    None  None        None       0      9   2007      New       Partial
## 838    None  None        None       0      6   2007       WD        Normal
## 839    None  None        None       0      8   2007       WD        Normal
## 840    None  None        None       0      1   2007       WD        Normal
## 841    None  None        None       0      8   2007      New       Partial
## 842    None  None        None       0      5   2007       WD        Normal
## 843    None  None        None       0      1   2007       WD        Normal
## 844    None  None        None       0      2   2007      New       Partial
## 845    None  None        None       0      8   2007      New       Partial
## 846    None  None        None       0      5   2007       WD        Normal
## 847    None  None        None       0      6   2007       WD        Normal
## 848    None  None        None       0      5   2007      CWD        Normal
## 849    None  None        None       0      5   2007       WD        Normal
## 850    None  None        None       0      9   2007      New       Partial
## 851    None  None        None       0      3   2007       WD        Normal
## 852    None  None        None       0      5   2007      New       Partial
## 853    None  None        None       0      6   2007       WD        Normal
## 854    None  None        None       0      5   2007      New       Partial
## 855    None  None        None       0      3   2007      New       Partial
## 856    None  None        None       0      6   2007      New       Partial
## 857    None  None        Shed    2000      6   2007       WD        Normal
## 858    None  None        None       0     12   2007      New       Partial
## 859    None  None        None       0      7   2007      New       Partial
## 860    None  None        None       0      8   2007      New       Partial
## 861    None  None        None       0     11   2007       WD        Normal
## 862    None  None        None       0      8   2007      New       Partial
## 863    None  None        None       0      4   2007       WD        Normal
## 864    None  None        None       0      6   2007       WD        Family
## 865    None  None        None       0      4   2007      New       Partial
## 866    None  None        None       0     10   2007       WD        Normal
## 867    None  None        None       0      7   2007       WD        Normal
## 868    None  None        None       0      7   2007       WD        Normal
## 869    None  None        None       0      6   2007       WD        Normal
## 870    None  None        None       0      5   2007       WD        Normal
## 871    None  None        None       0      6   2007       WD        Normal
## 872    None  None        None       0      7   2007       WD        Normal
## 873    None  None        None       0      1   2007       WD        Normal
## 874    None  None        None       0      5   2007       WD        Normal
## 875    None  None        None       0      9   2007       WD        Normal
## 876    None  None        None       0      5   2007       WD        Normal
## 877    None  None        None       0      9   2007      New       Partial
## 878    None  None        None       0      7   2007      New       Partial
## 879    None  None        None       0      1   2007       WD        Family
## 880    None  None        None       0     10   2007      New       Partial
## 881    None  None        None       0      9   2007      New       Partial
## 882    None  None        None       0     12   2007       WD        Normal
## 883    None  None        None       0      4   2007       WD        Normal
## 884    None  None        None       0      7   2007       WD        Family
## 885    None  None        None       0      3   2007       WD        Normal
## 886    None  None        None       0     11   2007      New       Partial
## 887    None  None        None       0      6   2007      New       Partial
## 888    None  None        None       0     11   2007      New       Partial
## 889    None  None        None       0      7   2007      New       Partial
## 890    None  None        None       0     12   2007      New       Partial
## 891    None  None        None       0      5   2007      New       Partial
## 892    None  None        None       0      4   2007       WD        Normal
## 893    None  None        None       0      6   2007       WD        Normal
## 894    None  None        None       0      6   2007      New       Partial
## 895    None  None        None       0     10   2007       WD        Normal
## 896    None  None        None       0      5   2007       WD        Normal
## 897    None  None        None       0      6   2007       WD        Normal
## 898    None GdPrv        None       0      5   2007       WD        Normal
## 899    None MnPrv        None       0      7   2007       WD        Normal
## 900    None  None        None       0      3   2007       WD        Normal
## 901    None  None        None       0      6   2007       WD        Normal
## 902    None  None        None       0      2   2007       WD        Normal
## 903    None  None        None       0      8   2007       WD        Normal
## 904    None  None        None       0      1   2007       WD       Abnorml
## 905    None  None        None       0      7   2007       WD        Normal
## 906    None  None        None       0      2   2007      New       Partial
## 907    None  None        None       0      2   2007      New       Partial
## 908    None  None        None       0      8   2007      New       Partial
## 909    None  None        None       0      7   2007      New       Partial
## 910    None  None        None       0      9   2007       WD        Normal
## 911    None  None        None       0      9   2007       WD        Normal
## 912    None  None        None       0     12   2007      COD        Normal
## 913    None  None        None       0      8   2007       WD        Normal
## 914    None  None        None       0      6   2007       WD        Normal
## 915    None  None        None       0      5   2007       WD        Normal
## 916    None  None        None       0      3   2007       WD        Normal
## 917    None  None        None       0      3   2007       WD        Normal
## 918    None  None        None       0      9   2007      CWD        Normal
## 919    None  None        None       0      6   2007       WD        Normal
## 920    None  None        None       0      1   2007       WD        Normal
## 921    None  None        None       0      4   2007       WD        Normal
## 922    None  None        None       0      5   2007       WD        Normal
## 923    None  None        None       0      7   2007       WD        Normal
## 924    None  None        None       0      8   2007       WD        Normal
## 925    None MnPrv        Shed     400     11   2007       WD        Normal
## 926    None  None        None       0      2   2007      COD        Normal
## 927    None  None        None       0      3   2007       WD        Normal
## 928    None  None        None       0      4   2007       WD        Normal
## 929    None  GdWo        None       0      1   2007       WD        Normal
## 930    None  None        None       0      8   2007      CWD        Normal
## 931    None GdPrv        None       0      2   2007       WD        Normal
## 932    None  None        None       0      1   2007       WD        Normal
## 933    None MnPrv        None       0     10   2007      CWD        Normal
## 934    None GdPrv        None       0      5   2007       WD        Normal
## 935    None MnPrv        None       0      7   2007       WD        Normal
## 936    None MnPrv        None       0      8   2007       WD        Normal
## 937    None  None        None       0      7   2007       WD        Normal
## 938    None MnPrv        None       0     10   2007       WD        Normal
## 939    None MnPrv        None       0      4   2007       WD        Normal
## 940    None MnPrv        Shed    2000      7   2007       WD        Normal
## 941    None  None        None       0      7   2007      COD        Normal
## 942    None MnPrv        None       0     10   2007       WD        Normal
## 943    None  None        None       0      5   2007       WD        Normal
## 944    None  None        None       0      6   2007       WD        Normal
## 945    None  None        None       0      5   2007       WD        Normal
## 946    None  None        None       0      9   2007       WD        Normal
## 947    None  None        None       0     12   2007       WD        Normal
## 948    None  None        None       0      7   2007       WD        Normal
## 949    None  None        None       0      6   2007       WD        Normal
## 950    None  None        None       0      4   2007       WD        Normal
## 951    None  GdWo        None       0      4   2007       WD        Normal
## 952    None  None        None       0      6   2007      COD        Normal
## 953    None  None        None       0      8   2007       WD        Normal
## 954    None  None        None       0      7   2007       WD        Normal
## 955    None  None        None       0     12   2007       WD        Normal
## 956    None  None        None       0      4   2007       WD        Normal
## 957    None MnPrv        None       0      6   2007       WD        Normal
## 958    None  None        None       0      6   2007       WD        Normal
## 959    None  None        None       0      8   2007       WD        Normal
## 960    None  GdWo        None       0      3   2007       WD        Normal
## 961    None GdPrv        None       0      2   2007       WD        Normal
## 962    None MnPrv        Shed     400      6   2007       WD        Normal
## 963    None  None        None       0      4   2007       WD        Normal
## 964    None  GdWo        None       0      6   2007       WD        Normal
## 965    None  None        None       0     11   2007       WD        Family
## 966    None  None        None       0      8   2007       WD       Abnorml
## 967    None  None        None       0      7   2007       WD        Normal
## 968    None MnPrv        None       0     10   2007       WD        Normal
## 969    None  None        None       0      2   2007      COD       Abnorml
## 970    None  None        None       0      8   2007       WD        Normal
## 971    None  None        None       0     11   2007       WD        Normal
## 972    None  None        Shed       0      7   2007       WD        Normal
## 973    None  None        None       0      3   2007       WD        Normal
## 974    None  None        None       0      5   2007       WD        Family
## 975    None MnPrv        None       0     11   2007       WD        Normal
## 976    None  None        None       0      7   2007       WD        Normal
## 977    None  None        None       0     12   2007       WD        Normal
## 978    None  None        None       0     10   2007       WD        Normal
## 979    None  None        None       0      4   2007       WD        Normal
## 980    None  None        None       0      7   2007       WD        Normal
## 981    None MnPrv        None       0      2   2007       WD        Normal
## 982    None  None        None       0      7   2007       WD        Normal
## 983    None  None        None       0      5   2007       WD        Normal
## 984    None MnPrv        None       0      6   2007       WD        Normal
## 985    None  None        None       0      5   2007    ConLw        Normal
## 986    None MnPrv        None       0      5   2007       WD        Normal
## 987    None MnPrv        None       0      5   2007       WD        Normal
## 988    None  None        None       0      3   2007       WD       Abnorml
## 989    None  None        None       0      6   2007       WD        Normal
## 990    None  None        None       0     11   2007       WD        Normal
## 991    None MnPrv        None       0      7   2007       WD       Partial
## 992    None MnPrv        None       0      2   2007       WD        Normal
## 993    None  None        None       0      5   2007       WD        Normal
## 994    None  None        None       0      5   2007       WD        Normal
## 995    None  None        None       0      8   2007       WD        Normal
## 996    None  None        None       0      3   2007       WD        Normal
## 997    None  None        None       0      3   2007      CWD        Normal
## 998    None  GdWo        None       0      2   2007       WD        Normal
## 999    None MnPrv        None       0      7   2007       WD        Normal
## 1000   None  None        None       0      3   2007       WD        Normal
## 1001   None MnPrv        None       0      7   2007       WD        Normal
## 1002   None GdPrv        None       0      7   2007       WD        Normal
## 1003   None  None        None       0      8   2007       WD        Normal
## 1004   None MnPrv        None       0      5   2007       WD        Normal
## 1005   None  None        None       0      2   2007       WD        Normal
## 1006   None  None        None       0     10   2007    ConLw        Family
## 1007   None GdPrv        None       0      9   2007       WD        Normal
## 1008   None MnPrv        None       0      9   2007       WD       AdjLand
## 1009   None MnPrv        None       0      9   2007       WD       AdjLand
## 1010   None  None        None       0      4   2007       WD        Normal
## 1011   None  None        None       0      4   2007       WD        Normal
## 1012   None  None        None       0      5   2007       WD        Normal
## 1013   None  None        None       0      2   2007      COD       Abnorml
## 1014   None  None        None       0      9   2007      COD       Abnorml
## 1015   None  None        None       0      4   2007       WD        Normal
## 1016   None MnPrv        None       0      7   2007       WD        Normal
## 1017   None MnPrv        None       0      3   2007       WD        Normal
## 1018   None  None        None       0     11   2007       WD        Normal
## 1019   None MnPrv        None       0      7   2007       WD        Normal
## 1020   None  None        None       0      5   2007       WD        Normal
## 1021   None MnPrv        None       0      2   2007       WD        Normal
## 1022   None GdPrv        None       0      5   2007       WD        Normal
## 1023   None  None        None       0      1   2007       WD        Normal
## 1024   None  None        None       0      6   2007       WD        Normal
## 1025   None MnPrv        None       0      7   2007       WD        Normal
## 1026   None  None        None       0     12   2007       WD        Normal
## 1027   None  None        Shed     500      5   2007       WD        Normal
## 1028   None MnPrv        None       0      7   2007       WD        Normal
## 1029   None  None        None       0     10   2007       WD        Normal
## 1030   None  None        None       0     10   2007       WD        Normal
## 1031   None  None        None       0      5   2007       WD        Normal
## 1032   None GdPrv        None       0      2   2007       WD        Normal
## 1033   None  None        None       0      7   2007       WD        Normal
## 1034   None  None        None       0      3   2007      COD        Normal
## 1035   None  None        None       0      7   2007       WD        Normal
## 1036   None  None        None       0      7   2007       WD        Normal
## 1037   None  None        None       0      5   2007       WD        Normal
## 1038   None  None        None       0      5   2007       WD        Normal
## 1039   None  None        None       0      8   2007       WD        Normal
## 1040   None  None        None       0      7   2007       WD        Normal
## 1041   None  None        None       0      4   2007       WD        Normal
## 1042   None  None        None       0      7   2007       WD        Normal
## 1043   None MnPrv        None       0      3   2007       WD        Normal
## 1044   None  None        None       0      4   2007       WD        Normal
## 1045   None  None        None       0      7   2007      CWD        Normal
## 1046   None  None        None       0      9   2007      New       Partial
## 1047   None  None        None       0      6   2007      New       Partial
## 1048   None  None        None       0      9   2007      New       Partial
## 1049   None  None        None       0      6   2007       WD        Normal
## 1050   None  None        None       0      6   2007       WD        Normal
## 1051   None  None        None       0      7   2007       WD        Normal
## 1052   None  None        None       0     10   2007       WD        Normal
## 1053   None GdPrv        None       0      5   2007       WD        Normal
## 1054   None  None        None       0      5   2007       WD        Normal
## 1055   None  None        None       0      8   2007       WD        Normal
## 1056   None  None        None       0      5   2007       WD        Normal
## 1057   None  None        None       0      7   2007       WD        Normal
## 1058   None GdPrv        None       0      7   2007       WD        Normal
## 1059   None  None        None       0      3   2007       WD        Normal
## 1060   None  None        None       0      3   2007       WD        Normal
## 1061   None  None        None       0      2   2007       WD        Normal
## 1062   None  None        None       0      7   2007       WD        Normal
## 1063   None  None        None       0      8   2007       WD        Family
## 1064   None  None        None       0      7   2007       WD        Normal
## 1065   None MnPrv        None       0      6   2007       WD        Normal
## 1066   None MnPrv        None       0      1   2007       WD        Normal
## 1067   None MnPrv        None       0      1   2007       WD        Normal
## 1068   None  None        None       0      9   2007      Con        Normal
## 1069   None  None        None       0      9   2007       WD        Normal
## 1070   None  None        None       0     10   2007       WD        Normal
## 1071   None  None        None       0      1   2007       WD        Normal
## 1072   None  None        None       0      6   2007       WD        Normal
## 1073   None  None        None       0      8   2007       WD        Normal
## 1074   None  None        None       0      6   2007       WD        Normal
## 1075   None  None        None       0      1   2007       WD        Normal
## 1076   None  None        None       0      6   2007       WD        Normal
## 1077   None  None        None       0      1   2007       WD        Normal
## 1078   None  None        None       0      6   2007      New       Partial
## 1079   None  None        None       0     10   2007       WD        Normal
## 1080   None  None        None       0      7   2007      New       Partial
## 1081   None  None        None       0      5   2007       WD        Normal
## 1082   None  None        None       0      6   2007       WD        Normal
## 1083   None  None        Shed     450      8   2007       WD       Abnorml
## 1084   None  None        None       0      6   2007      COD        Normal
## 1085   None  None        None       0      7   2007       WD        Normal
## 1086   None GdPrv        None       0      6   2007       WD        Normal
## 1087   None  None        None       0      4   2007       WD        Normal
## 1088   None  None        None       0      2   2007       WD        Normal
## 1089   None  None        None       0      5   2007       WD        Normal
## 1090   None  None        None   17000     10   2007      New       Partial
## 1091   None  None        None       0      5   2007       WD        Normal
## 1092   None  None        None       0     12   2007       WD        Normal
## 1093   None  None        None       0      9   2007       WD        Normal
## 1094   None  GdWo        None       0      7   2007       WD       Abnorml
## 1095   None  None        None       0      8   2007       WD        Normal
## 1096   None MnPrv        None       0      7   2007       WD        Normal
## 1097   None  None        None       0     10   2007      COD        Family
## 1098   None  None        Shed    1512      1   2007       WD       AdjLand
## 1099   None MnPrv        None       0      4   2007       WD        Normal
## 1100   None  None        None       0      8   2007       WD        Normal
## 1101   None MnPrv        None       0      6   2007       WD        Normal
## 1102   None  None        None       0      4   2007      CWD        Normal
## 1103   None MnPrv        None       0      7   2007       WD        Normal
## 1104   None GdPrv        None       0     10   2007       WD        Normal
## 1105   None  None        None       0      6   2007       WD        Normal
## 1106   None  None        None       0     11   2007       WD        Normal
## 1107   None MnPrv        None       0     10   2007       WD        Normal
## 1108   None  None        None       0      5   2007       WD        Normal
## 1109   None  None        None       0      9   2007      CWD        Normal
## 1110   None MnPrv        None       0     12   2007       WD        Normal
## 1111   None  None        None       0      6   2007       WD        Normal
## 1112   None  None        None       0      3   2007       WD        Normal
## 1113   None  GdWo        None       0      2   2007       WD        Normal
## 1114     Ex  None        None       0      8   2007       WD        Normal
## 1115   None MnPrv        None       0      5   2007       WD        Normal
## 1116   None  None        None       0      9   2007       WD        Normal
## 1117   None MnPrv        None       0      3   2007       WD        Alloca
## 1118   None  None        None       0      9   2007       WD        Normal
## 1119   None  None        None       0      3   2007       WD        Normal
## 1120   None  None        None       0      6   2007       WD        Normal
## 1121   None  None        None       0      8   2007       WD       Abnorml
## 1122   None  None        None       0     11   2007       WD        Normal
## 1123   None  None        None       0     10   2007      New       Partial
## 1124   None MnPrv        None       0      1   2007       WD        Normal
## 1125   None  None        None       0     12   2007       WD        Normal
## 1126   None  None        None       0      7   2007       WD        Normal
## 1127   None  None        None       0      5   2007       WD        Normal
## 1128   None  None        None       0      3   2007       WD        Normal
## 1129   None  None        None       0      4   2007       WD        Normal
## 1130   None  None        None       0     10   2007       WD        Normal
## 1131   None GdPrv        None       0      7   2007       WD        Normal
## 1132   None  None        None       0      4   2007      New       Partial
## 1133   None  None        None       0      9   2007      New       Partial
## 1134   None  None        None       0      7   2007       WD        Normal
## 1135   None  None        None       0      1   2007       WD        Normal
## 1136   None  None        None       0      4   2007       WD        Normal
## 1137   None  None        None       0     11   2007       WD        Normal
## 1138   None  None        None       0      7   2007       WD        Normal
## 1139   None  None        None       0      9   2007      New       Partial
## 1140   None GdPrv        None       0      6   2007       WD        Normal
## 1141   None  None        None       0      6   2007       WD        Normal
## 1142   None  None        None       0      5   2007       WD        Normal
## 1143   None  None        None       0      7   2007       WD        Normal
## 1144   None  None        None       0      5   2007       WD        Normal
## 1145   None  GdWo        None       0      4   2007      COD        Normal
## 1146   None MnPrv        None       0      7   2007       WD        Normal
## 1147   None MnPrv        None       0      9   2007       WD        Normal
## 1148   None GdPrv        None       0      5   2007       WD        Normal
## 1149   None GdPrv        None       0      6   2007       WD        Normal
## 1150   None  GdWo        None       0      9   2007       WD        Normal
## 1151   None  None        None       0     11   2007      COD       Abnorml
## 1152   None MnPrv        None       0      6   2007       WD        Normal
## 1153   None MnPrv        None       0      5   2007       WD        Normal
## 1154   None  None        None       0     12   2007       WD        Normal
## 1155   None  None        None       0      5   2006       WD        Normal
## 1156   None  None        None       0      8   2006       WD        Normal
## 1157   None  None        None       0      6   2006       WD        Normal
## 1158   None  None        None       0     10   2006       WD       Abnorml
## 1159   None  None        None       0      3   2006       WD        Normal
## 1160   None  None        None       0      5   2006       WD        Normal
## 1161   None  None        None       0      2   2006       WD        Normal
## 1162   None  None        None       0      5   2006       WD        Normal
## 1163   None  None        None       0      1   2006       WD        Normal
## 1164   None  None        None       0      5   2006      New       Partial
## 1165   None  None        None       0     12   2006       WD        Normal
## 1166   None MnPrv        None       0      7   2006       WD        Normal
## 1167   None  None        None       0      8   2006       WD        Normal
## 1168   None  None        None       0      3   2006      New       Partial
## 1169   None  None        None       0      9   2006      New       Partial
## 1170   None  None        None       0      7   2006      New       Partial
## 1171   None  None        None       0      7   2006      New       Partial
## 1172   None  None        None       0      1   2006      New       Partial
## 1173   None  None        None       0      8   2006       WD        Normal
## 1174   None  None        None       0      9   2006       WD        Normal
## 1175   None  None        None       0      6   2006       WD        Normal
## 1176   None GdPrv        None       0      7   2006       WD        Normal
## 1177   None  None        None       0      7   2006       WD        Normal
## 1178   None  None        None       0      6   2006      New       Partial
## 1179   None  None        None       0      6   2006       WD        Normal
## 1180   None  GdWo        None       0      6   2006       WD        Normal
## 1181   None  None        None       0      3   2006       WD        Normal
## 1182   None  None        None       0      9   2006       WD        Normal
## 1183   None  None        None       0     12   2006       WD        Normal
## 1184   None  None        None       0      6   2006       WD        Normal
## 1185   None  None        None       0      7   2006       WD        Normal
## 1186   None  None        None       0      7   2006       WD        Normal
## 1187   None GdPrv        None       0     10   2006       WD        Normal
## 1188   None  None        None       0      7   2006       WD        Normal
## 1189   None  None        None       0      9   2006       WD        Normal
## 1190   None  None        None       0      4   2006       WD        Normal
## 1191   None  None        None       0      7   2006       WD        Normal
## 1192   None  None        None       0      8   2006      New       Partial
## 1193   None  None        None       0      7   2006       WD        Normal
## 1194   None  None        None       0      9   2006      New       Partial
## 1195   None  None        None       0      6   2006       WD        Normal
## 1196   None  None        None       0      8   2006      New       Partial
## 1197   None  None        None       0      5   2006      New       Partial
## 1198   None  None        None       0      7   2006      New       Partial
## 1199   None  None        None       0     11   2006      New       Partial
## 1200   None  None        None       0      8   2006      New       Partial
## 1201   None  None        None       0      3   2006      New       Partial
## 1202   None  None        None       0      8   2006       WD        Normal
## 1203   None  None        None       0      2   2006       WD        Normal
## 1204   None  None        None       0      3   2006       WD        Normal
## 1205   None  None        None       0      6   2006      New       Partial
## 1206   None  None        None       0      6   2006      New       Partial
## 1207   None  None        None       0      2   2006      New       Partial
## 1208   None  None        None       0      9   2006      New       Partial
## 1209   None  None        None       0      7   2006      New       Partial
## 1210   None  None        None       0      6   2006      New       Partial
## 1211   None  None        None       0     10   2006      New       Partial
## 1212   None  None        None       0     11   2006      New       Partial
## 1213   None  None        None       0      5   2006       WD        Normal
## 1214   None  None        None       0      9   2006       WD        Normal
## 1215   None  None        None       0      6   2006      New       Partial
## 1216   None  None        None       0      7   2006       WD        Normal
## 1217   None  None        None       0      4   2006       WD        Normal
## 1218   None  None        None       0      8   2006      New       Partial
## 1219   None  None        None       0      2   2006       WD        Normal
## 1220   None  None        None       0      6   2006       WD        Normal
## 1221   None  None        None       0      3   2006       WD        Normal
## 1222   None  None        None       0      6   2006       WD        Normal
## 1223   None  None        None       0      5   2006       WD        Normal
## 1224   None GdPrv        None       0      6   2006       WD        Normal
## 1225   None  None        None       0     10   2006       WD        Normal
## 1226   None  None        None       0      1   2006      New       Partial
## 1227   None  None        None       0      9   2006      New       Partial
## 1228   None  None        None       0      9   2006      New       Partial
## 1229   None  None        None       0     10   2006      New       Partial
## 1230   None  None        None       0     11   2006      New       Partial
## 1231   None  None        None       0      2   2006       WD        Normal
## 1232   None  None        None       0      1   2006       WD        Normal
## 1233   None  None        None       0     10   2006      New       Partial
## 1234   None  None        None       0      3   2006      New       Partial
## 1235   None  None        None       0      4   2006       WD        Normal
## 1236   None  None        None       0      3   2006       WD        Normal
## 1237   None GdPrv        None       0      7   2006       WD        Normal
## 1238   None  None        Othr    3000     10   2006       WD        Family
## 1239   None MnPrv        None       0      7   2006       WD        Normal
## 1240   None  None        None       0      6   2006       WD        Normal
## 1241   None  None        None       0      7   2006       WD        Normal
## 1242   None  None        None       0      7   2006       WD        Normal
## 1243   None  None        None       0      8   2006       WD        Normal
## 1244   None MnPrv        None       0      3   2006       WD        Normal
## 1245   None MnPrv        None       0      7   2006       WD        Normal
## 1246   None MnPrv        None       0     11   2006      COD        Normal
## 1247   None  None        None       0     10   2006       WD        Normal
## 1248   None MnPrv        None       0      1   2006       WD        Normal
## 1249   None  GdWo        None       0      4   2006       WD        Normal
## 1250   None  None        None       0      6   2006       WD        Normal
## 1251     Gd GdPrv        None       0      1   2006       WD        Normal
## 1252   None  None        None       0     10   2006       WD        Normal
## 1253   None  None        None       0      5   2006       WD        Normal
## 1254   None  None        None       0      7   2006       WD        Normal
## 1255   None  None        None       0      6   2006       WD        Normal
## 1256   None  None        None       0      7   2006       WD        Normal
## 1257   None GdPrv        None       0     11   2006       WD        Normal
## 1258   None  None        None       0      9   2006       WD        Normal
## 1259   None MnPrv        None       0      7   2006       WD        Normal
## 1260   None  None        None       0      4   2006       WD        Normal
## 1261   None  None        None       0      7   2006       WD        Normal
## 1262   None  None        Shed     455      6   2006       WD        Normal
## 1263   None  None        None       0      8   2006       WD       Abnorml
## 1264   None  None        None       0      8   2006       WD        Normal
## 1265   None  None        None       0      3   2006       WD        Normal
##      LotFrontage
## 1           80.0
## 2           81.0
## 3           74.0
## 4           78.0
## 5           43.0
## 6           75.0
## 7           63.0
## 8           63.0
## 9           85.0
## 10          70.0
## 11          26.0
## 12          21.0
## 13          21.0
## 14          24.0
## 15          24.0
## 16         102.0
## 17          94.0
## 18          90.0
## 19          79.0
## 20         110.0
## 21         105.0
## 22          41.0
## 23         100.0
## 24          43.0
## 25          67.0
## 26          63.0
## 27          60.0
## 28          73.0
## 29          92.0
## 30          84.0
## 31          70.0
## 32          70.0
## 33          39.0
## 34          85.0
## 35          88.0
## 36          25.0
## 37          39.0
## 38          30.0
## 39          24.0
## 40          24.0
## 41          72.0
## 42          72.0
## 43          57.0
## 44          68.0
## 45          80.0
## 46          80.0
## 47          80.0
## 48          80.0
## 49          80.0
## 50          80.0
## 51          90.0
## 52          88.0
## 53          73.0
## 54          98.0
## 55          68.0
## 56         120.0
## 57          75.0
## 58          70.0
## 59          70.0
## 60          73.0
## 61          87.0
## 62          80.0
## 63          60.0
## 64          60.0
## 65         119.0
## 66          70.0
## 67          65.0
## 68          60.0
## 69          81.0
## 70          80.0
## 71          60.0
## 72          56.0
## 73          69.0
## 74          50.0
## 75          69.0
## 76          60.0
## 77          68.0
## 78          60.0
## 79          50.0
## 80         100.0
## 81          60.0
## 82          53.0
## 83          51.0
## 84          50.0
## 85          50.0
## 86          50.0
## 87          53.0
## 88          50.0
## 89          52.0
## 90          52.0
## 91          51.0
## 92          57.0
## 93          60.0
## 94          52.0
## 95         100.0
## 96          72.0
## 97          60.0
## 98          65.0
## 99          60.0
## 100         60.0
## 101         72.0
## 102         65.0
## 103         65.0
## 104         73.5
## 105         86.0
## 106         87.0
## 107         94.0
## 108         87.0
## 109        124.0
## 110         65.0
## 111         50.0
## 112         75.0
## 113         44.0
## 114         64.5
## 115         83.0
## 116         87.0
## 117         64.0
## 118         82.0
## 119         82.0
## 120         70.0
## 121         38.0
## 122         68.0
## 123         80.0
## 124         75.0
## 125         70.0
## 126         67.0
## 127         68.0
## 128         60.0
## 129         89.0
## 130         65.0
## 131         64.0
## 132         67.0
## 133         60.0
## 134         60.0
## 135         51.0
## 136         78.0
## 137         78.0
## 138         85.0
## 139         35.0
## 140         35.0
## 141         58.0
## 142         50.0
## 143         66.0
## 144         44.0
## 145         85.0
## 146         74.0
## 147         74.0
## 148         88.0
## 149         73.0
## 150         73.0
## 151         85.0
## 152         93.0
## 153         74.0
## 154         31.0
## 155         21.0
## 156         21.0
## 157         21.0
## 158         50.0
## 159         76.0
## 160         70.0
## 161         63.0
## 162         68.0
## 163         76.0
## 164         74.0
## 165         74.0
## 166         85.0
## 167         88.0
## 168         63.0
## 169         60.0
## 170         28.0
## 171         61.0
## 172         57.0
## 173         57.0
## 174         60.0
## 175         63.0
## 176         58.0
## 177         85.0
## 178         80.0
## 179         80.0
## 180         80.0
## 181         80.0
## 182         70.0
## 183         72.0
## 184         72.0
## 185         80.0
## 186         78.0
## 187         85.0
## 188         73.0
## 189         73.0
## 190         60.0
## 191         60.0
## 192         21.0
## 193         21.0
## 194         24.0
## 195         24.0
## 196         24.0
## 197         24.0
## 198         24.0
## 199         24.0
## 200         73.0
## 201        110.0
## 202         95.0
## 203         95.0
## 204        105.0
## 205         95.0
## 206        129.0
## 207         59.0
## 208         87.0
## 209         77.0
## 210        102.0
## 211         90.0
## 212        110.0
## 213         96.0
## 214         70.0
## 215         47.0
## 216         34.0
## 217         80.0
## 218        100.0
## 219        117.0
## 220         44.0
## 221         48.0
## 222        129.0
## 223         48.0
## 224         63.0
## 225         57.0
## 226         43.0
## 227         59.0
## 228         62.0
## 229         61.0
## 230         63.0
## 231         63.0
## 232         63.0
## 233         61.0
## 234         42.0
## 235         62.0
## 236         63.0
## 237         64.0
## 238        106.0
## 239         88.0
## 240         79.0
## 241         88.0
## 242         86.0
## 243         78.0
## 244         85.0
## 245         76.0
## 246         85.0
## 247         90.0
## 248         72.0
## 249        112.0
## 250         75.0
## 251         84.0
## 252         65.0
## 253         85.0
## 254         68.0
## 255         65.0
## 256         80.0
## 257         63.0
## 258         63.0
## 259         96.0
## 260         76.0
## 261         63.0
## 262         63.0
## 263         60.0
## 264         61.0
## 265         43.0
## 266         70.0
## 267         50.0
## 268         70.0
## 269         67.5
## 270         75.0
## 271         63.0
## 272         73.5
## 273         73.5
## 274         73.5
## 275         73.5
## 276         65.0
## 277         94.0
## 278         88.0
## 279         32.0
## 280         72.0
## 281         72.0
## 282         34.0
## 283         35.0
## 284         94.0
## 285        110.0
## 286         80.0
## 287         80.0
## 288         80.0
## 289         80.0
## 290         75.0
## 291         80.0
## 292         62.0
## 293         80.0
## 294         80.0
## 295         80.0
## 296         60.0
## 297         65.0
## 298         73.0
## 299         73.0
## 300         85.0
## 301        115.0
## 302         73.0
## 303         85.0
## 304         68.0
## 305         90.0
## 306         92.0
## 307         80.0
## 308         73.0
## 309         73.0
## 310         66.0
## 311         70.0
## 312         70.0
## 313         80.0
## 314         76.0
## 315         53.0
## 316         67.0
## 317         80.0
## 318         60.0
## 319         75.0
## 320         78.0
## 321         60.0
## 322         53.0
## 323         60.0
## 324         80.0
## 325         60.0
## 326         60.0
## 327         60.0
## 328         90.0
## 329         60.0
## 330         60.0
## 331         81.0
## 332         83.0
## 333         77.0
## 334         62.0
## 335         90.0
## 336         80.0
## 337         60.0
## 338         71.0
## 339         60.0
## 340         80.0
## 341         60.0
## 342         60.0
## 343         76.0
## 344         75.0
## 345         80.0
## 346         68.0
## 347         57.0
## 348         90.0
## 349         90.0
## 350         57.0
## 351         63.0
## 352         56.0
## 353         50.0
## 354         62.0
## 355         50.0
## 356         60.0
## 357         60.0
## 358         70.0
## 359         60.0
## 360         60.0
## 361         60.0
## 362         60.0
## 363         72.0
## 364         51.0
## 365         50.0
## 366         60.0
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##  [ reached 'max' / getOption("max.print") -- omitted 194 rows ]

We will make sure the total number of missing values in both train and test data is now zero

paste('Total Missing Value in train data:', sum(is.na(train_dat)))
## [1] "Total Missing Value in train data: 0"
paste('Total Missing Value in test data:', sum(is.na(test_dat)))
## [1] "Total Missing Value in test data: 0"

Some of the numerial variables needs to be in categorical type. We will transform those

str(train_dat)
## 'data.frame':    1458 obs. of  80 variables:
##  $ MSSubClass   : int  60 20 60 70 60 50 20 60 50 190 ...
##  $ MSZoning     : chr  "RL" "RL" "RL" "RL" ...
##  $ LotArea      : int  8450 9600 11250 9550 14260 14115 10084 10382 6120 7420 ...
##  $ Street       : chr  "Pave" "Pave" "Pave" "Pave" ...
##  $ Alley        : chr  "None" "None" "None" "None" ...
##  $ LotShape     : chr  "Reg" "Reg" "IR1" "IR1" ...
##  $ LandContour  : chr  "Lvl" "Lvl" "Lvl" "Lvl" ...
##  $ Utilities    : chr  "AllPub" "AllPub" "AllPub" "AllPub" ...
##  $ LotConfig    : chr  "Inside" "FR2" "Inside" "Corner" ...
##  $ LandSlope    : chr  "Gtl" "Gtl" "Gtl" "Gtl" ...
##  $ Neighborhood : chr  "CollgCr" "Veenker" "CollgCr" "Crawfor" ...
##  $ Condition1   : chr  "Norm" "Feedr" "Norm" "Norm" ...
##  $ Condition2   : chr  "Norm" "Norm" "Norm" "Norm" ...
##  $ BldgType     : chr  "1Fam" "1Fam" "1Fam" "1Fam" ...
##  $ HouseStyle   : chr  "2Story" "1Story" "2Story" "2Story" ...
##  $ OverallQual  : int  7 6 7 7 8 5 8 7 7 5 ...
##  $ OverallCond  : int  5 8 5 5 5 5 5 6 5 6 ...
##  $ YearBuilt    : int  2003 1976 2001 1915 2000 1993 2004 1973 1931 1939 ...
##  $ YearRemodAdd : int  2003 1976 2002 1970 2000 1995 2005 1973 1950 1950 ...
##  $ RoofStyle    : chr  "Gable" "Gable" "Gable" "Gable" ...
##  $ RoofMatl     : chr  "CompShg" "CompShg" "CompShg" "CompShg" ...
##  $ Exterior1st  : chr  "VinylSd" "MetalSd" "VinylSd" "Wd Sdng" ...
##  $ Exterior2nd  : chr  "VinylSd" "MetalSd" "VinylSd" "Wd Shng" ...
##  $ MasVnrType   : chr  "BrkFace" "None" "BrkFace" "None" ...
##  $ MasVnrArea   : num  196 0 162 0 350 0 186 240 0 0 ...
##  $ ExterQual    : chr  "Gd" "TA" "Gd" "TA" ...
##  $ ExterCond    : chr  "TA" "TA" "TA" "TA" ...
##  $ Foundation   : chr  "PConc" "CBlock" "PConc" "BrkTil" ...
##  $ BsmtQual     : chr  "Gd" "Gd" "Gd" "TA" ...
##  $ BsmtCond     : chr  "TA" "TA" "TA" "Gd" ...
##  $ BsmtExposure : chr  "No" "Gd" "Mn" "No" ...
##  $ BsmtFinType1 : chr  "GLQ" "ALQ" "GLQ" "ALQ" ...
##  $ BsmtFinSF1   : int  706 978 486 216 655 732 1369 859 0 851 ...
##  $ BsmtFinType2 : chr  "Unf" "Unf" "Unf" "Unf" ...
##  $ BsmtFinSF2   : int  0 0 0 0 0 0 0 32 0 0 ...
##  $ BsmtUnfSF    : int  150 284 434 540 490 64 317 216 952 140 ...
##  $ TotalBsmtSF  : int  856 1262 920 756 1145 796 1686 1107 952 991 ...
##  $ Heating      : chr  "GasA" "GasA" "GasA" "GasA" ...
##  $ HeatingQC    : chr  "Ex" "Ex" "Ex" "Gd" ...
##  $ CentralAir   : chr  "Y" "Y" "Y" "Y" ...
##  $ Electrical   : chr  "SBrkr" "SBrkr" "SBrkr" "SBrkr" ...
##  $ X1stFlrSF    : int  856 1262 920 961 1145 796 1694 1107 1022 1077 ...
##  $ X2ndFlrSF    : int  854 0 866 756 1053 566 0 983 752 0 ...
##  $ LowQualFinSF : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ GrLivArea    : int  1710 1262 1786 1717 2198 1362 1694 2090 1774 1077 ...
##  $ BsmtFullBath : int  1 0 1 1 1 1 1 1 0 1 ...
##  $ BsmtHalfBath : int  0 1 0 0 0 0 0 0 0 0 ...
##  $ FullBath     : int  2 2 2 1 2 1 2 2 2 1 ...
##  $ HalfBath     : int  1 0 1 0 1 1 0 1 0 0 ...
##  $ BedroomAbvGr : int  3 3 3 3 4 1 3 3 2 2 ...
##  $ KitchenAbvGr : int  1 1 1 1 1 1 1 1 2 2 ...
##  $ KitchenQual  : chr  "Gd" "TA" "Gd" "Gd" ...
##  $ TotRmsAbvGrd : int  8 6 6 7 9 5 7 7 8 5 ...
##  $ Functional   : chr  "Typ" "Typ" "Typ" "Typ" ...
##  $ Fireplaces   : int  0 1 1 1 1 0 1 2 2 2 ...
##  $ FireplaceQu  : chr  "None" "TA" "TA" "Gd" ...
##  $ GarageType   : chr  "Attchd" "Attchd" "Attchd" "Detchd" ...
##  $ GarageYrBlt  : num  2003 1976 2001 1998 2000 ...
##  $ GarageFinish : chr  "RFn" "RFn" "RFn" "Unf" ...
##  $ GarageCars   : int  2 2 2 3 3 2 2 2 2 1 ...
##  $ GarageArea   : int  548 460 608 642 836 480 636 484 468 205 ...
##  $ GarageQual   : chr  "TA" "TA" "TA" "TA" ...
##  $ GarageCond   : chr  "TA" "TA" "TA" "TA" ...
##  $ PavedDrive   : chr  "Y" "Y" "Y" "Y" ...
##  $ WoodDeckSF   : int  0 298 0 0 192 40 255 235 90 0 ...
##  $ OpenPorchSF  : int  61 0 42 35 84 30 57 204 0 4 ...
##  $ EnclosedPorch: int  0 0 0 272 0 0 0 228 205 0 ...
##  $ X3SsnPorch   : int  0 0 0 0 0 320 0 0 0 0 ...
##  $ ScreenPorch  : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ PoolArea     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ PoolQC       : chr  "None" "None" "None" "None" ...
##  $ Fence        : chr  "None" "None" "None" "None" ...
##  $ MiscFeature  : chr  "None" "None" "None" "None" ...
##  $ MiscVal      : int  0 0 0 0 0 700 0 350 0 0 ...
##  $ MoSold       : int  2 5 9 2 12 10 8 11 4 1 ...
##  $ YrSold       : int  2008 2007 2008 2006 2008 2009 2007 2009 2008 2008 ...
##  $ SaleType     : chr  "WD" "WD" "WD" "WD" ...
##  $ SaleCondition: chr  "Normal" "Normal" "Normal" "Abnorml" ...
##  $ SalePrice    : int  208500 181500 223500 140000 250000 143000 307000 200000 129900 118000 ...
##  $ LotFrontage  : num  65 80 68 60 84 85 75 80 51 50 ...

We will store our train outcome variable ‘SalePrice’ separately

Y.trn <- train_dat[, 79]

We will stack train and test together and transform them together

full_dat <- rbind(train_dat[, c(1:78, 80)], test_dat)
full_dat
##      MSSubClass MSZoning LotArea Street Alley LotShape LandContour Utilities
## 1            60       RL    8450   Pave  None      Reg         Lvl    AllPub
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## 31           70  C (all)    8500   Pave  Pave      Reg         Lvl    AllPub
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## 45           20       RL    7945   Pave  None      Reg         Lvl    AllPub
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## 50           20       RL    7742   Pave  None      Reg         Lvl    AllPub
## 51           60       RL   13869   Pave  None      IR2         Lvl    AllPub
## 52           50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 53           90       RM    8472   Grvl  None      IR2         Bnk    AllPub
## 54           20       RL   50271   Pave  None      IR1         Low    AllPub
## 55           80       RL    7134   Pave  None      Reg         Bnk    AllPub
## 56           20       RL   10175   Pave  None      IR1         Lvl    AllPub
## 57          160       FV    2645   Pave  Pave      Reg         Lvl    AllPub
## 58           60       RL   11645   Pave  None      IR1         Lvl    AllPub
## 59           60       RL   13682   Pave  None      IR2         HLS    AllPub
## 60           20       RL    7200   Pave  None      Reg         Bnk    AllPub
## 61           20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 62           75       RM    7200   Pave  None      Reg         Lvl    AllPub
## 63          120       RL    6442   Pave  None      IR1         Lvl    AllPub
## 64           70       RM   10300   Pave  None      IR1         Bnk    AllPub
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## 77           20       RL    8475   Pave  None      IR1         Lvl    AllPub
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## 80           50       RM   10440   Pave  Grvl      Reg         Lvl    AllPub
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## 84           20       RL    8892   Pave  None      IR1         Lvl    AllPub
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## 86           60       RL   16059   Pave  None      Reg         Lvl    AllPub
## 87           60       RL   11911   Pave  None      IR2         Lvl    AllPub
## 88          160       FV    3951   Pave  Pave      Reg         Lvl    AllPub
## 89           50  C (all)    8470   Pave  None      IR1         Lvl    AllPub
## 90           20       RL    8070   Pave  None      Reg         Lvl    AllPub
## 91           20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 92           20       RL    8500   Pave  None      Reg         Lvl    AllPub
## 93           30       RL   13360   Pave  Grvl      IR1         HLS    AllPub
## 94          190  C (all)    7200   Pave  None      Reg         Lvl    AllPub
## 95           60       RL    9337   Pave  None      IR1         Lvl    AllPub
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## 100          20       RL    9320   Pave  None      IR1         Lvl    AllPub
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## 102          60       RL    9206   Pave  None      Reg         Lvl    AllPub
## 103          90       RL    7018   Pave  None      Reg         Bnk    AllPub
## 104          20       RL   10402   Pave  None      IR1         Lvl    AllPub
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## 114          20       RL   21000   Pave  None      Reg         Bnk    AllPub
## 115          70       RL    7259   Pave  None      IR1         Lvl    AllPub
## 116         160       FV    3230   Pave  Pave      Reg         Lvl    AllPub
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## 127         120       RL    4928   Pave  None      IR1         Lvl    AllPub
## 128          45       RM    4388   Pave  None      IR1         Bnk    AllPub
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## 160          60       RL   19378   Pave  None      IR1         HLS    AllPub
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## 248          20       RL   11310   Pave  None      Reg         Lvl    AllPub
## 249          60       RL   11317   Pave  None      Reg         Lvl    AllPub
## 250          50       RL  159000   Pave  None      IR2         Low    AllPub
## 251          30       RL    5350   Pave  None      IR1         Lvl    AllPub
## 252         120       RM    4750   Pave  None      IR1         HLS    AllPub
## 253          60       RL    8366   Pave  None      IR1         Lvl    AllPub
## 254          80       RL    9350   Pave  None      Reg         Lvl    AllPub
## 255          20       RL    8400   Pave  None      Reg         Lvl    AllPub
## 256          60       RL    8738   Pave  None      IR1         Lvl    AllPub
## 257          60       FV    8791   Pave  None      IR1         Lvl    AllPub
## 258          20       RL    8814   Pave  None      Reg         Lvl    AllPub
## 259          60       RL   12435   Pave  None      Reg         Lvl    AllPub
## 260          20       RM   12702   Pave  None      Reg         Lvl    AllPub
## 261          80       RL   19296   Pave  None      Reg         Lvl    AllPub
## 262          60       RL    9588   Pave  None      IR1         Lvl    AllPub
## 263          80       RL    8471   Pave  None      IR1         Lvl    AllPub
## 264          50       RM    5500   Pave  None      Reg         Lvl    AllPub
## 265          30       RM    5232   Pave  Grvl      IR3         Bnk    AllPub
## 266          20       RL   12090   Pave  None      IR1         Lvl    AllPub
## 267          60       RL   11207   Pave  None      IR1         HLS    AllPub
## 268          75       RL    8400   Pave  None      Reg         Bnk    AllPub
## 269          30       RM    6900   Pave  None      Reg         Lvl    AllPub
## 270          20       RL    7917   Pave  None      IR1         Lvl    AllPub
## 271          60       FV   10728   Pave  None      Reg         Lvl    AllPub
## 272          20       RL   39104   Pave  None      IR1         Low    AllPub
## 273          60       RL   11764   Pave  None      IR1         Lvl    AllPub
## 274          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 275          20       RL    8314   Pave  None      Reg         Lvl    AllPub
## 276          50       RL    7264   Pave  None      Reg         Lvl    AllPub
## 277          20       RL    9196   Pave  None      IR1         Lvl    AllPub
## 278          20       RL   19138   Pave  None      Reg         Lvl    AllPub
## 279          20       RL   14450   Pave  None      Reg         Lvl    AllPub
## 280          60       RL   10005   Pave  None      Reg         Lvl    AllPub
## 281          60       RL   11287   Pave  None      Reg         Lvl    AllPub
## 282          20       FV    7200   Pave  Pave      Reg         Lvl    AllPub
## 283         120       RL    5063   Pave  None      Reg         Lvl    AllPub
## 284          20       RL    9612   Pave  None      Reg         Lvl    AllPub
## 285         120       RL    8012   Pave  None      Reg         Lvl    AllPub
## 286         160       FV    4251   Pave  Pave      IR1         Lvl    AllPub
## 287          50       RL    9786   Pave  None      IR1         Bnk    AllPub
## 288          20       RL    8125   Pave  None      IR1         Lvl    AllPub
## 289          20       RL    9819   Pave  None      IR1         Lvl    AllPub
## 290          70       RL    8730   Pave  None      Reg         Lvl    AllPub
## 291          60       RL   15611   Pave  None      Reg         Lvl    AllPub
## 292         190       RL    5687   Pave  Grvl      Reg         Bnk    AllPub
## 293          50       RL   11409   Pave  None      Reg         Lvl    AllPub
## 294          60       RL   16659   Pave  None      IR1         Lvl    AllPub
## 295          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 296          80       RL    7937   Pave  None      IR1         Lvl    AllPub
## 297          50       RM   13710   Pave  None      Reg         Lvl    AllPub
## 298          60       FV    7399   Pave  Pave      IR1         Lvl    AllPub
## 299          60       RL   11700   Pave  None      Reg         Lvl    AllPub
## 300          20       RL   14000   Pave  None      Reg         Lvl    AllPub
## 301         190       RL   15750   Pave  None      Reg         Lvl    AllPub
## 302          60       RL   16226   Pave  None      IR3         Lvl    AllPub
## 303          20       RL   13704   Pave  None      IR1         Lvl    AllPub
## 304          20       RL    9800   Pave  None      Reg         Lvl    AllPub
## 305          75       RM   18386   Pave  None      Reg         Lvl    AllPub
## 306          20       RL   10386   Pave  None      Reg         Lvl    AllPub
## 307          60       RL   13474   Pave  None      Reg         Lvl    AllPub
## 308          50       RM    7920   Pave  Grvl      IR1         Lvl    AllPub
## 309          30       RL   12342   Pave  None      IR1         Lvl    AllPub
## 310          20       RL   12378   Pave  None      IR1         Lvl    AllPub
## 311          60       RL    7685   Pave  None      IR1         Lvl    AllPub
## 312          20       RL    8000   Pave  None      Reg         Lvl    AllPub
## 313         190       RM    7800   Pave  None      Reg         Lvl    AllPub
## 314          20       RL  215245   Pave  None      IR3         Low    AllPub
## 315          70       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 316          60       RL    7795   Pave  None      IR1         Lvl    AllPub
## 317          60       RL   13005   Pave  None      IR1         Lvl    AllPub
## 318          60       FV    9000   Pave  None      Reg         Lvl    AllPub
## 319          60       RL    9900   Pave  None      Reg         Low    AllPub
## 320          80       RL   14115   Pave  None      Reg         Lvl    AllPub
## 321          60       RL   16259   Pave  None      Reg         Lvl    AllPub
## 322          60       RL   12099   Pave  None      IR1         Lvl    AllPub
## 323          60       RL   10380   Pave  None      IR1         Lvl    AllPub
## 324          20       RM    5820   Pave  None      Reg         Lvl    AllPub
## 325          80       RL   11275   Pave  None      Reg         Lvl    AllPub
## 326          45       RM    5000   Pave  None      Reg         Lvl    AllPub
## 327         120       RL   10846   Pave  None      IR1         Lvl    AllPub
## 328          20       RL   11600   Pave  None      Reg         Lvl    AllPub
## 329          75       RL   11888   Pave  Pave      IR1         Bnk    AllPub
## 330          70       RM    6402   Pave  None      Reg         Lvl    AllPub
## 331          90       RL   10624   Pave  None      IR1         Lvl    AllPub
## 332          20       RL    8176   Pave  None      Reg         Lvl    AllPub
## 333          20       RL   10655   Pave  None      IR1         Lvl    AllPub
## 334         120       RM    8198   Pave  None      Reg         Lvl    AllPub
## 335          60       RL    9042   Pave  None      IR1         Lvl    AllPub
## 336         190       RL  164660   Grvl  None      IR1         HLS    AllPub
## 337          20       RL   14157   Pave  None      IR1         HLS    AllPub
## 338          20       RL    9135   Pave  None      Reg         Lvl    AllPub
## 339          20       RL   14145   Pave  None      Reg         Lvl    AllPub
## 340          20       RL   12400   Pave  None      IR1         Lvl    AllPub
## 341          60       RL   14191   Pave  None      Reg         Lvl    AllPub
## 342          20       RH    8400   Pave  None      Reg         Lvl    AllPub
## 343          90       RL    8544   Pave  None      Reg         Lvl    AllPub
## 344         120       RL    8849   Pave  None      IR1         Lvl    AllPub
## 345         160       RM    2592   Pave  None      Reg         Lvl    AllPub
## 346          50       RL    6435   Pave  None      Reg         Lvl    AllPub
## 347          20       RL   12772   Pave  None      IR1         Lvl    AllPub
## 348          20       RL   17600   Pave  None      IR1         Lvl    AllPub
## 349         160       RL    2448   Pave  None      Reg         Lvl    AllPub
## 350          60       RL   20431   Pave  None      IR2         Lvl    AllPub
## 351         120       RL    7820   Pave  None      IR1         Lvl    AllPub
## 352         120       RL    5271   Pave  None      IR1         Low    AllPub
## 353          50       RL    9084   Pave  None      Reg         Lvl    AllPub
## 354          30       RM    8520   Pave  None      Reg         Lvl    AllPub
## 355          50       RL    8400   Pave  None      Reg         Bnk    AllPub
## 356          20       RL   11249   Pave  None      IR2         Lvl    AllPub
## 357          20       RL    9248   Pave  None      IR1         Lvl    AllPub
## 358         120       RM    4224   Pave  None      Reg         Lvl    AllPub
## 359          80       RL    6930   Pave  None      IR1         Lvl    AllPub
## 360          60       RL   12011   Pave  None      IR1         Lvl    AllPub
## 361          85       RL    7540   Pave  None      IR1         Lvl    AllPub
## 362          50       RL    9144   Pave  Pave      Reg         Lvl    AllPub
## 363          85       RL    7301   Pave  None      Reg         Lvl    AllPub
## 364         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 365          60       RL   18800   Pave  None      IR1         Lvl    AllPub
## 366          70       RM   10690   Pave  None      Reg         Lvl    AllPub
## 367          20       RL    9500   Pave  None      IR1         Lvl    AllPub
## 368          80       RL    9150   Pave  None      IR1         Lvl    AllPub
## 369          20       RL    7800   Pave  None      Reg         Lvl    AllPub
## 370          20       RL    9830   Pave  None      IR1         Lvl    AllPub
## 371          60       RL    8121   Pave  None      IR1         Lvl    AllPub
## 372          50       RL   17120   Pave  None      Reg         Lvl    AllPub
## 373         120       RL    7175   Pave  None      Reg         Lvl    AllPub
## 374          20       RL   10634   Pave  None      Reg         Lvl    AllPub
## 375          60       RL    8200   Pave  None      Reg         Lvl    AllPub
## 376          30       RL   10020   Pave  None      IR1         Low    AllPub
## 377          85       RL    8846   Pave  None      IR1         Lvl    AllPub
## 378          60       FV   11143   Pave  None      IR1         Lvl    AllPub
## 379          20       RL   11394   Pave  None      Reg         Lvl    AllPub
## 380          60       RL    8123   Pave  None      IR1         Lvl    AllPub
## 381          50       RL    5000   Pave  Pave      Reg         Lvl    AllPub
## 382          20       FV    7200   Pave  Pave      Reg         Lvl    AllPub
## 383          60       RL    9245   Pave  None      IR1         Lvl    AllPub
## 384          45       RH    9000   Pave  None      Reg         Lvl    AllPub
## 385          60       RL   53107   Pave  None      IR2         Low    AllPub
## 386         120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 387          50       RL    8410   Pave  None      Reg         Lvl    AllPub
## 388          80       RL    7200   Pave  None      Reg         Lvl    AllPub
## 389          20       RL    9382   Pave  None      IR1         Lvl    AllPub
## 390          60       RL   12474   Pave  None      Reg         Lvl    AllPub
## 391          50       RL    8405   Pave  Grvl      Reg         Lvl    AllPub
## 392          60       RL   12209   Pave  None      IR1         Lvl    AllPub
## 393          20       RL    8339   Pave  None      IR1         Lvl    AllPub
## 394          30       RL    7446   Pave  None      Reg         Lvl    AllPub
## 395          50       RL   10134   Pave  None      Reg         Lvl    AllPub
## 396          20       RL    9571   Pave  None      Reg         Lvl    AllPub
## 397          20       RL    7200   Pave  None      Reg         Low    AllPub
## 398          60       RL    7590   Pave  None      Reg         Lvl    AllPub
## 399          30       RM    8967   Pave  None      Reg         Lvl    AllPub
## 400          60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 401         120       RL   14963   Pave  None      IR2         Lvl    AllPub
## 402          20       RL    8767   Pave  None      IR1         Lvl    AllPub
## 403          30       RL   10200   Pave  None      Reg         Lvl    AllPub
## 404          60       RL   12090   Pave  None      Reg         Lvl    AllPub
## 405          60       RL   10364   Pave  None      IR1         Lvl    AllPub
## 406          20       RL    9991   Pave  None      IR1         Lvl    AllPub
## 407          50       RL   10480   Pave  None      Reg         Lvl    AllPub
## 408          70       RL   15576   Pave  None      Reg         Lvl    AllPub
## 409          60       RL   14154   Pave  None      Reg         Lvl    AllPub
## 410          60       FV   10800   Pave  None      Reg         Lvl    AllPub
## 411          20       RL    9571   Pave  None      Reg         Lvl    AllPub
## 412         190       RL   34650   Pave  None      Reg         Bnk    AllPub
## 413          20       FV    4403   Pave  None      IR2         Lvl    AllPub
## 414          30       RM    8960   Pave  Grvl      Reg         Lvl    AllPub
## 415          60       RL   11228   Pave  None      IR2         Lvl    AllPub
## 416          20       RL    8899   Pave  None      IR1         Lvl    AllPub
## 417          60       RL    7844   Pave  None      Reg         Lvl    AllPub
## 418          70       RL   22420   Pave  None      IR1         Lvl    AllPub
## 419          50       RL    8160   Pave  None      Reg         Lvl    AllPub
## 420          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 421          90       RM    7060   Pave  None      Reg         Lvl    AllPub
## 422          20       RL   16635   Pave  None      IR1         Lvl    AllPub
## 423          20       RL   21750   Pave  None      Reg         HLS    AllPub
## 424          60       RL    9200   Pave  None      Reg         Lvl    AllPub
## 425          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 426          60       RM    3378   Pave  Grvl      Reg         HLS    AllPub
## 427          80       RL   12800   Pave  None      Reg         Low    AllPub
## 428          20       RL    8593   Pave  None      IR1         Lvl    AllPub
## 429          20       RL    6762   Pave  None      Reg         Lvl    AllPub
## 430          20       RL   11457   Pave  None      IR1         Lvl    AllPub
## 431         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 432          50       RM    5586   Pave  None      IR1         Bnk    AllPub
## 433         160       RM    1920   Pave  None      Reg         Lvl    AllPub
## 434          60       RL   10839   Pave  None      IR1         Lvl    AllPub
## 435         180       RM    1890   Pave  None      Reg         Lvl    AllPub
## 436          60       RL   10667   Pave  None      IR2         Lvl    AllPub
## 437          50       RM    4400   Pave  None      Reg         Lvl    AllPub
## 438          45       RM    6000   Pave  None      Reg         Lvl    AllPub
## 439          30       RL    4280   Pave  None      Reg         Lvl    AllPub
## 440          50       RL   12354   Pave  Grvl      Reg         Lvl    AllPub
## 441          20       RL   15431   Pave  None      Reg         Lvl    AllPub
## 442          90       RL   12108   Pave  None      Reg         Lvl    AllPub
## 443          50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 444         120       RL    3922   Pave  None      Reg         Lvl    AllPub
## 445          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 446          20       RL    9855   Pave  None      Reg         Lvl    AllPub
## 447          20       RL   16492   Pave  None      IR1         Lvl    AllPub
## 448          60       RL   11214   Pave  None      IR1         Lvl    AllPub
## 449          50       RM    8600   Pave  None      Reg         Bnk    AllPub
## 450          50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 451          30       RM    5684   Pave  None      Reg         Lvl    AllPub
## 452          20       RL   70761   Pave  None      IR1         Low    AllPub
## 453          60       RL    9303   Pave  None      IR1         Lvl    AllPub
## 454          60       FV    9000   Pave  None      Reg         Lvl    AllPub
## 455          90       RL    9297   Pave  None      Reg         Lvl    AllPub
## 456          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 457          70       RM    4571   Pave  Grvl      Reg         Lvl    AllPub
## 458          20       RL   53227   Pave  None      IR1         Low    AllPub
## 459          70       RM    5100   Pave  Grvl      Reg         Lvl    AllPub
## 460          50       RL    7015   Pave  None      IR1         Bnk    AllPub
## 461          60       FV    8004   Pave  None      IR1         Lvl    AllPub
## 462          70       RL    7200   Pave  None      Reg         Lvl    AllPub
## 463          20       RL    8281   Pave  None      IR1         Lvl    AllPub
## 464          70       RL   11988   Pave  None      IR1         HLS    AllPub
## 465          20       RL    8430   Pave  None      Reg         HLS    AllPub
## 466         120       RM    3072   Pave  None      Reg         Lvl    AllPub
## 467          20       RL   10628   Pave  None      Reg         Lvl    AllPub
## 468          70       RL    9480   Pave  None      Reg         Lvl    AllPub
## 469          20       RL   11428   Pave  None      IR1         Lvl    AllPub
## 470          60       RL    9291   Pave  None      IR1         Lvl    AllPub
## 471         120       RL    6820   Pave  None      IR1         Lvl    AllPub
## 472          60       RL   11952   Pave  None      Reg         Lvl    AllPub
## 473         180       RM    3675   Pave  None      Reg         Lvl    AllPub
## 474          20       RL   14977   Pave  None      IR1         Lvl    AllPub
## 475         120       RL    5330   Pave  None      Reg         Lvl    AllPub
## 476          20       RL    8480   Pave  None      Reg         Lvl    AllPub
## 477          20       RL   13125   Pave  None      Reg         Lvl    AllPub
## 478          60       RL   13693   Pave  None      Reg         Lvl    AllPub
## 479          20       RL   10637   Pave  None      Reg         Lvl    AllPub
## 480          30       RM    5925   Pave  None      Reg         Bnk    AllPub
## 481          20       RL   16033   Pave  None      IR1         Lvl    AllPub
## 482          20       RL   11846   Pave  None      IR1         HLS    AllPub
## 483          70       RM    2500   Pave  Pave      Reg         Lvl    AllPub
## 484         120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 485          20       RL    7758   Pave  None      IR1         Lvl    AllPub
## 486          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 487          20       RL   10289   Pave  None      Reg         Lvl    AllPub
## 488          20       RL   12243   Pave  None      IR1         Lvl    AllPub
## 489         190       RL   10800   Pave  None      Reg         Lvl    AllPub
## 490         180       RM    1526   Pave  None      Reg         Lvl    AllPub
## 491         160       RM    2665   Pave  None      Reg         Lvl    AllPub
## 492          50       RL    9490   Pave  None      Reg         Lvl    AllPub
## 493          60       RL   15578   Pave  None      IR1         Lvl    AllPub
## 494          20       RL    7931   Pave  None      Reg         Lvl    AllPub
## 495          30       RM    5784   Pave  None      Reg         Lvl    AllPub
## 496          30  C (all)    7879   Pave  None      Reg         Lvl    AllPub
## 497          20       RL   12692   Pave  None      IR1         Lvl    AllPub
## 498          50       RL    9120   Pave  Pave      Reg         Lvl    AllPub
## 499          20       RL    7800   Pave  None      Reg         Lvl    AllPub
## 500          20       RL    7535   Pave  None      IR1         Lvl    AllPub
## 501         160       RM    1890   Pave  None      Reg         Lvl    AllPub
## 502          60       FV    9803   Pave  None      Reg         Lvl    AllPub
## 503          20       RL    9170   Pave  None      Reg         Lvl    AllPub
## 504          20       RL   15602   Pave  None      IR1         Lvl    AllPub
## 505         160       RL    2308   Pave  None      Reg         Lvl    AllPub
## 506          90       RM    7596   Pave  Grvl      Reg         Lvl    AllPub
## 507          60       RL    9554   Pave  None      IR1         Lvl    AllPub
## 508          20       FV    7862   Pave  None      IR1         Lvl    AllPub
## 509          70       RM    9600   Pave  None      Reg         Lvl    AllPub
## 510          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 511          20       RL   14559   Pave  None      Reg         Lvl    AllPub
## 512         120       RL    6792   Pave  None      IR1         Lvl    AllPub
## 513          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 514          20       RL    9187   Pave  None      Reg         Bnk    AllPub
## 515          45       RL   10594   Pave  None      Reg         Lvl    AllPub
## 516          20       RL   12220   Pave  None      Reg         Lvl    AllPub
## 517          80       RL   10448   Pave  None      IR1         Lvl    AllPub
## 518          60       RL   10208   Pave  None      IR1         Lvl    AllPub
## 519          60       RL    9531   Pave  None      IR1         Lvl    AllPub
## 520          70       RL   10918   Pave  None      Reg         Lvl    AllPub
## 521         190       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 522          20       RL   11988   Pave  None      IR1         Lvl    AllPub
## 523          50       RM    5000   Pave  None      Reg         Lvl    AllPub
## 524          60       RL   11787   Pave  None      IR1         Lvl    AllPub
## 525          20       FV    7500   Pave  Pave      Reg         Lvl    AllPub
## 526          20       RL   13300   Pave  None      Reg         Lvl    AllPub
## 527          60       RL   14948   Pave  None      IR1         Lvl    AllPub
## 528          30       RL    9098   Pave  None      IR1         Lvl    AllPub
## 529          20       RL   32668   Pave  None      IR1         Lvl    AllPub
## 530          80       RL   10200   Pave  None      Reg         Lvl    AllPub
## 531          70       RM    6155   Pave  None      IR1         Lvl    AllPub
## 532          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 533          20       RL    5000   Pave  None      Reg         Low    AllPub
## 534          60       RL    9056   Pave  None      IR1         Lvl    AllPub
## 535         190       RL    7000   Pave  None      Reg         Lvl    AllPub
## 536          60       RL    8924   Pave  None      IR1         Lvl    AllPub
## 537          20       RL   12735   Pave  None      IR1         Lvl    AllPub
## 538          20       RL   11553   Pave  None      IR1         Lvl    AllPub
## 539          20       RL   11423   Pave  None      Reg         Lvl    AllPub
## 540          20       RL   14601   Pave  None      Reg         Lvl    AllPub
## 541          60       RL   11000   Pave  None      Reg         Lvl    AllPub
## 542          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 543         120       RH    4058   Pave  None      Reg         Lvl    AllPub
## 544          60       RL   17104   Pave  None      IR1         Lvl    AllPub
## 545          50       RL   13837   Pave  None      IR1         Lvl    AllPub
## 546          50       RL    8737   Pave  None      IR1         Bnk    AllPub
## 547          85       RL    7244   Pave  None      Reg         Lvl    AllPub
## 548          20       RM    8235   Pave  None      IR1         HLS    AllPub
## 549          60       FV    9375   Pave  None      Reg         Lvl    AllPub
## 550         120       RL    4043   Pave  None      Reg         Lvl    AllPub
## 551          20       RM    6000   Pave  None      Reg         Lvl    AllPub
## 552          20       RL   11146   Pave  None      IR1         Lvl    AllPub
## 553          20       RL    8777   Pave  None      Reg         Lvl    AllPub
## 554          60       RL   10625   Pave  None      Reg         Lvl    AllPub
## 555          45       RM    6380   Pave  None      Reg         Lvl    AllPub
## 556          20       RL   14850   Pave  None      IR1         Lvl    AllPub
## 557          50  C (all)   11040   Pave  None      Reg         Low    AllPub
## 558          60       RL   21872   Pave  None      IR2         HLS    AllPub
## 559         120       RL    3196   Pave  None      Reg         Lvl    AllPub
## 560          20       RL   11341   Pave  None      IR1         Lvl    AllPub
## 561          20       RL   10010   Pave  None      Reg         Lvl    AllPub
## 562          30       RL   13907   Pave  None      Reg         Lvl    AllPub
## 563          50       RL   21780   Pave  None      Reg         Lvl    AllPub
## 564          60       RL   13346   Pave  None      IR1         Lvl    AllPub
## 565          70       RL    6858   Pave  None      Reg         Bnk    AllPub
## 566          60       RL   11198   Pave  None      IR1         Lvl    AllPub
## 567          20       RL   10171   Pave  None      IR1         Lvl    AllPub
## 568          50       RL   12327   Pave  None      IR1         Low    AllPub
## 569          90       RL    7032   Pave  None      IR1         Lvl    AllPub
## 570          90       RL   13101   Pave  None      IR1         Lvl    AllPub
## 571          20       RL    7332   Pave  None      Reg         Lvl    AllPub
## 572          60       RL   13159   Pave  None      IR1         HLS    AllPub
## 573          80       RL    9967   Pave  None      IR1         Lvl    AllPub
## 574          80       RL   10500   Pave  None      Reg         Lvl    AllPub
## 575          50       RL    8480   Pave  None      Reg         Lvl    AllPub
## 576          50       RL    6292   Pave  None      Reg         Lvl    AllPub
## 577          80       RL   11777   Pave  None      IR1         Lvl    AllPub
## 578         160       FV    3604   Pave  Pave      Reg         Lvl    AllPub
## 579          50       RM   12150   Pave  Grvl      Reg         Lvl    AllPub
## 580          20       RL   14585   Pave  None      IR1         Lvl    AllPub
## 581          20       RL   12704   Pave  None      Reg         Lvl    AllPub
## 582          90       RL   11841   Grvl  None      Reg         Lvl    AllPub
## 583          75       RM   13500   Pave  None      Reg         Lvl    AllPub
## 584          50       RM    6120   Pave  None      Reg         Lvl    AllPub
## 585          20       RL   11443   Pave  None      Reg         Lvl    AllPub
## 586          30       RL   10267   Pave  None      Reg         Lvl    AllPub
## 587          85       RL    8740   Pave  None      IR1         Lvl    AllPub
## 588          20       RL   25095   Pave  None      IR1         Low    AllPub
## 589          40       RM    9100   Pave  None      Reg         Lvl    AllPub
## 590          60       RL    8320   Pave  None      Reg         Lvl    AllPub
## 591          60       RL   13478   Pave  None      IR1         Lvl    AllPub
## 592          20       RL    6600   Pave  None      Reg         Lvl    AllPub
## 593         120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 594          20       RL    7990   Pave  None      IR1         Lvl    AllPub
## 595          20       RL   11302   Pave  None      IR1         Lvl    AllPub
## 596          70       RM    3600   Pave  Grvl      Reg         Lvl    AllPub
## 597         120       RL    3922   Pave  None      Reg         Lvl    AllPub
## 598          20       RL   12984   Pave  None      Reg         Bnk    AllPub
## 599         160       RM    1950   Pave  None      Reg         Lvl    AllPub
## 600          60       RL   10927   Pave  None      Reg         Lvl    AllPub
## 601          50       RM    9000   Pave  None      Reg         Bnk    AllPub
## 602          60       RL   10041   Pave  None      IR1         Lvl    AllPub
## 603         160       FV    3182   Pave  Pave      Reg         Lvl    AllPub
## 604          20       RL   12803   Pave  None      IR1         Lvl    AllPub
## 605          60       RL   13600   Pave  None      Reg         Lvl    AllPub
## 606          20       RL   12464   Pave  None      IR2         Low    AllPub
## 607          20       RL    7800   Pave  None      Reg         Bnk    AllPub
## 608          70       RL   12168   Pave  None      Reg         HLS    AllPub
## 609          20       RL    7943   Pave  None      Reg         Lvl    AllPub
## 610          60       RL   11050   Pave  None      Reg         Lvl    AllPub
## 611          80       RL   10395   Pave  None      IR1         Lvl    AllPub
## 612          60       RL   11885   Pave  None      Reg         Lvl    AllPub
## 613          20       RL    8402   Pave  None      Reg         Lvl    AllPub
## 614         180       RM    1491   Pave  None      Reg         Lvl    AllPub
## 615          85       RL    8800   Pave  None      Reg         Lvl    AllPub
## 616          60       RL    7861   Pave  None      IR1         Lvl    AllPub
## 617          45       RL    7227   Pave  None      Reg         HLS    AllPub
## 618          20       RL   11694   Pave  None      Reg         Lvl    AllPub
## 619          60       RL   12244   Pave  None      Reg         Lvl    AllPub
## 620          30       RL    8248   Pave  Grvl      Reg         Lvl    AllPub
## 621          60       RL   10800   Pave  None      Reg         Lvl    AllPub
## 622          20       RL    7064   Pave  None      Reg         Lvl    AllPub
## 623         160       FV    2117   Pave  None      Reg         Lvl    AllPub
## 624          60       RL   10400   Pave  None      Reg         Lvl    AllPub
## 625          20       RL   10000   Pave  None      IR1         Lvl    AllPub
## 626          20       RL   12342   Pave  None      IR1         Lvl    AllPub
## 627          80       RL    9600   Pave  None      Reg         Lvl    AllPub
## 628          60       RL   11606   Pave  None      IR1         HLS    AllPub
## 629          80       RL    9020   Pave  None      Reg         Lvl    AllPub
## 630          70       RM    9000   Pave  Grvl      Reg         Lvl    AllPub
## 631         120       RL    4590   Pave  None      Reg         Lvl    AllPub
## 632          20       RL   11900   Pave  None      Reg         Lvl    AllPub
## 633          20       RL    9250   Pave  None      Reg         Lvl    AllPub
## 634          90       RL    6979   Pave  None      Reg         Lvl    AllPub
## 635         190       RH   10896   Pave  Pave      Reg         Bnk    AllPub
## 636          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 637         190       RM    6000   Pave  None      Reg         Lvl    AllPub
## 638          30       RL    8777   Pave  None      Reg         Lvl    AllPub
## 639         120       RL    3982   Pave  None      Reg         Lvl    AllPub
## 640         120       RL   12677   Pave  None      IR1         Lvl    AllPub
## 641          60       FV    7050   Pave  None      Reg         Lvl    AllPub
## 642          80       RL   13860   Pave  None      Reg         Lvl    AllPub
## 643          60       RL   10793   Pave  None      Reg         Lvl    AllPub
## 644          20       FV    9187   Pave  None      Reg         Lvl    AllPub
## 645          20       RL   10530   Pave  None      IR1         Lvl    AllPub
## 646          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 647          20       RL   10452   Pave  None      IR1         Lvl    AllPub
## 648          60       RL    7700   Pave  None      Reg         Lvl    AllPub
## 649         180       RM    1936   Pave  None      Reg         Lvl    AllPub
## 650          60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 651          70       RL    9084   Pave  None      Reg         Lvl    AllPub
## 652          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 653          50       RM   10320   Pave  Grvl      Reg         Lvl    AllPub
## 654          20       RL   10437   Pave  None      IR1         Lvl    AllPub
## 655         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 656          20       RL   10007   Pave  None      IR1         Lvl    AllPub
## 657          70       RL    7200   Pave  None      Reg         HLS    AllPub
## 658          50       RL   17503   Pave  None      Reg         Lvl    AllPub
## 659          20       RL    9937   Pave  None      Reg         Lvl    AllPub
## 660          60       RL   12384   Pave  None      Reg         Lvl    AllPub
## 661          60       RL   46589   Pave  None      IR2         Lvl    AllPub
## 662          20       RL   13560   Pave  None      Reg         Lvl    AllPub
## 663          85       RL   10012   Pave  None      Reg         Lvl    AllPub
## 664          20       RL   20896   Pave  None      IR2         Lvl    AllPub
## 665          60       RL   11194   Pave  None      IR1         Lvl    AllPub
## 666          60       RL   18450   Pave  None      IR1         Lvl    AllPub
## 667          20       RL    8125   Pave  None      Reg         Lvl    AllPub
## 668          20       RL   14175   Pave  None      Reg         Bnk    AllPub
## 669          30       RL   11600   Pave  None      Reg         Lvl    AllPub
## 670          60       RL    8633   Pave  None      Reg         Lvl    AllPub
## 671          70       RH    6629   Pave  None      Reg         Lvl    AllPub
## 672          20       RL   11250   Pave  None      IR1         Lvl    AllPub
## 673          20       RL   14442   Pave  None      Reg         Lvl    AllPub
## 674          20       RL    9200   Pave  None      Reg         Lvl    AllPub
## 675         160       RL    2289   Pave  None      Reg         Lvl    AllPub
## 676          70       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 677          30       RL    9022   Pave  None      Reg         Lvl    AllPub
## 678          20       RL   11844   Pave  None      IR1         Lvl    AllPub
## 679          20       RL    9945   Pave  None      IR1         Lvl    AllPub
## 680         120       RL    8012   Pave  None      Reg         Lvl    AllPub
## 681          50       RH    4500   Pave  Pave      IR2         Bnk    AllPub
## 682         120       RL    2887   Pave  None      Reg         HLS    AllPub
## 683          20       RL   11248   Pave  None      IR1         Lvl    AllPub
## 684          60       RL   16770   Pave  None      IR2         Lvl    AllPub
## 685         160       RL    5062   Pave  None      IR1         Lvl    AllPub
## 686          60       FV   10207   Pave  None      Reg         Lvl    AllPub
## 687         160       FV    5105   Pave  None      IR2         Lvl    AllPub
## 688          20       RL    8089   Pave  None      Reg         HLS    AllPub
## 689         120       RL    7577   Pave  None      IR1         Lvl    AllPub
## 690         120       RM    4426   Pave  None      Reg         Lvl    AllPub
## 691          60       RL   21535   Pave  None      IR1         Lvl    AllPub
## 692          60       RL   26178   Pave  None      IR1         Lvl    AllPub
## 693          30       RL    5400   Pave  None      Reg         Lvl    AllPub
## 694          50       RM    6120   Pave  None      Reg         Lvl    AllPub
## 695          20       RL   13811   Pave  None      IR1         Lvl    AllPub
## 696          30       RM    6000   Pave  None      Reg         Lvl    AllPub
## 697          20       RL    6420   Pave  None      IR1         Lvl    AllPub
## 698          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 699         120       FV    4282   Pave  Pave      IR2         Lvl    AllPub
## 700          20       RL   14331   Pave  None      Reg         Lvl    AllPub
## 701          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 702          60       RL   12438   Pave  None      IR1         Lvl    AllPub
## 703         190       RM    7630   Pave  None      Reg         Lvl    AllPub
## 704          20       RL    8400   Pave  None      Reg         Lvl    AllPub
## 705         190       RM    5600   Pave  None      Reg         Lvl    AllPub
## 706          20       RL  115149   Pave  None      IR2         Low    AllPub
## 707         120       RL    6240   Pave  None      Reg         Lvl    AllPub
## 708          60       RL    9018   Pave  None      IR1         Lvl    AllPub
## 709          20       RL    7162   Pave  None      IR1         Lvl    AllPub
## 710          30       RL    4130   Pave  None      IR1         Lvl    AllPub
## 711          50  C (all)    8712   Pave  Pave      Reg         HLS    AllPub
## 712         120       RL    4671   Pave  None      IR1         HLS    AllPub
## 713         190       RL    9873   Pave  None      Reg         Lvl    AllPub
## 714          60       RL   13517   Pave  None      IR1         Lvl    AllPub
## 715          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 716          70       RM   10800   Pave  Grvl      Reg         Bnk    AllPub
## 717          20       RL   10000   Pave  None      Reg         Lvl    AllPub
## 718          60       RL   10542   Pave  None      Reg         Lvl    AllPub
## 719          20       RL    9920   Pave  None      IR1         Lvl    AllPub
## 720         120       RL    6563   Pave  None      IR1         Low    AllPub
## 721         120       RM    4426   Pave  None      Reg         Lvl    AllPub
## 722          20       RL    8120   Pave  None      Reg         Lvl    AllPub
## 723          50       RL    8172   Pave  None      Reg         Lvl    AllPub
## 724          20       RL   13286   Pave  None      IR1         Lvl    AllPub
## 725          20       RL    6960   Pave  None      Reg         Lvl    AllPub
## 726          20       RL   21695   Pave  None      IR1         Lvl    AllPub
## 727          20       RL    7314   Pave  None      Reg         Lvl    AllPub
## 728          90       RL   11475   Pave  None      Reg         Lvl    AllPub
## 729          30       RM    6240   Pave  Grvl      Reg         Lvl    AllPub
## 730         120       RL    5389   Pave  None      IR1         Lvl    AllPub
## 731          80       RL    9590   Pave  None      IR1         Lvl    AllPub
## 732          60       RL   11404   Pave  None      IR1         Lvl    AllPub
## 733          20       RL   10000   Pave  None      Reg         Lvl    AllPub
## 734          20       RL    8978   Pave  None      IR1         Lvl    AllPub
## 735          75       RM   10800   Pave  None      Reg         Lvl    AllPub
## 736          90       RL    8544   Pave  None      Reg         Lvl    AllPub
## 737          60       RL   10463   Pave  None      IR1         HLS    AllPub
## 738          90       RL   10800   Pave  None      Reg         Lvl    AllPub
## 739          60       RL    9313   Pave  None      IR1         Lvl    AllPub
## 740          70       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 741          20       RL    6768   Pave  None      IR1         Lvl    AllPub
## 742          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 743          80       RL   12886   Pave  None      IR1         Lvl    AllPub
## 744         120       RL    5395   Pave  None      IR1         HLS    AllPub
## 745          60       RL    8963   Pave  None      IR1         Lvl    AllPub
## 746          60       RL    8795   Pave  None      IR1         Lvl    AllPub
## 747          70       RM   11700   Pave  Pave      IR1         Lvl    AllPub
## 748          20       RL   10593   Pave  None      IR1         Lvl    AllPub
## 749          50       RL    8405   Pave  None      Reg         Lvl    AllPub
## 750          50       RM    8800   Pave  Grvl      Reg         Lvl    AllPub
## 751          60       RL    7750   Pave  None      Reg         Lvl    AllPub
## 752          20       RL    9236   Pave  None      IR1         Lvl    AllPub
## 753          60       RL   10240   Pave  None      Reg         Lvl    AllPub
## 754          20       RL    7930   Pave  None      Reg         Lvl    AllPub
## 755         160       FV    3230   Pave  Pave      Reg         Lvl    AllPub
## 756          60       RL   10769   Pave  None      IR1         Lvl    AllPub
## 757          60       RL   11616   Pave  None      IR1         Lvl    AllPub
## 758         160       FV    2280   Pave  Pave      Reg         Lvl    AllPub
## 759          60       RL   12257   Pave  None      IR1         Lvl    AllPub
## 760          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 761          30       RM    6911   Pave  None      Reg         Lvl    AllPub
## 762          60       FV    8640   Pave  None      Reg         Lvl    AllPub
## 763          60       RL    9430   Pave  None      Reg         Lvl    AllPub
## 764         120       RL    9549   Pave  None      IR1         Lvl    AllPub
## 765          20       RL   14587   Pave  None      IR1         Lvl    AllPub
## 766          60       RL   10421   Pave  None      Reg         Lvl    AllPub
## 767          50       RL   12508   Pave  None      IR1         Lvl    AllPub
## 768          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 769          60       RL   53504   Pave  None      IR2         HLS    AllPub
## 770          85       RL    7252   Pave  None      IR1         Lvl    AllPub
## 771          20       RL    8877   Pave  None      Reg         Lvl    AllPub
## 772          80       RL    7819   Pave  None      Reg         Lvl    AllPub
## 773          20       RL   10150   Pave  None      Reg         Lvl    AllPub
## 774          20       RL   14226   Pave  None      Reg         Lvl    AllPub
## 775         120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 776          20       RL   11210   Pave  None      IR1         Lvl    AllPub
## 777          20       RL   13350   Pave  None      IR1         Lvl    AllPub
## 778          90       RH    8400   Pave  None      Reg         Lvl    AllPub
## 779          90       RL   10530   Pave  None      Reg         Lvl    AllPub
## 780          20       RL    7875   Pave  None      Reg         Lvl    AllPub
## 781          60       RL    7153   Pave  None      Reg         Lvl    AllPub
## 782          20       RL   16285   Pave  None      IR2         Lvl    AllPub
## 783          85       RL    9101   Pave  None      IR1         Lvl    AllPub
## 784          75       RM    6300   Pave  Grvl      Reg         Lvl    AllPub
## 785          20       RL    9790   Pave  None      Reg         Lvl    AllPub
## 786          50       RM   10800   Pave  None      Reg         Lvl    AllPub
## 787          60       RL   10142   Pave  None      IR1         Lvl    AllPub
## 788          20       RM    6000   Pave  None      Reg         Lvl    AllPub
## 789          60       RL   12205   Pave  None      IR1         Low    AllPub
## 790         120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 791          80       RL   11333   Pave  None      IR1         Lvl    AllPub
## 792          60       RL    9920   Pave  None      IR1         Lvl    AllPub
## 793          20       RL    9158   Pave  None      Reg         Lvl    AllPub
## 794          60       RL   10832   Pave  None      IR1         Lvl    AllPub
## 795          60       RL    8400   Pave  None      Reg         Lvl    AllPub
## 796          20       RL    8197   Pave  None      Reg         Lvl    AllPub
## 797          20       RL    7677   Pave  None      Reg         Lvl    AllPub
## 798          60       RL   13518   Pave  None      Reg         Lvl    AllPub
## 799          50       RL    7200   Pave  None      Reg         Lvl    AllPub
## 800          60       RL   12798   Pave  None      IR1         HLS    AllPub
## 801          30       RM    4800   Pave  None      Reg         Lvl    AllPub
## 802          60       RL    8199   Pave  None      Reg         Lvl    AllPub
## 803          60       RL   13891   Pave  None      Reg         Lvl    AllPub
## 804          20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 805          20       RL   12274   Pave  None      IR1         Lvl    AllPub
## 806          80       RL    9750   Pave  None      Reg         Lvl    AllPub
## 807          70       RL   21384   Pave  None      Reg         Lvl    AllPub
## 808          80       RL   13400   Pave  None      Reg         Lvl    AllPub
## 809          75       RM    8100   Pave  None      Reg         Lvl    AllPub
## 810          20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 811         120       RM    4438   Pave  None      Reg         Lvl    AllPub
## 812          20  C (all)    8712   Grvl  None      Reg         Bnk    AllPub
## 813          20       RL    9750   Pave  None      Reg         Lvl    AllPub
## 814          50       RL    8248   Pave  Grvl      Reg         Lvl    AllPub
## 815          20       RL   12137   Pave  None      IR2         Lvl    AllPub
## 816          20       RL   11425   Pave  None      IR1         Lvl    AllPub
## 817          20       RL   13265   Pave  None      IR1         Lvl    AllPub
## 818          80       RL    8816   Pave  None      Reg         Lvl    AllPub
## 819         120       RL    6371   Pave  None      IR1         Lvl    AllPub
## 820          60       RL    7226   Pave  None      IR1         Lvl    AllPub
## 821          20       RM    6000   Pave  Pave      Reg         Bnk    AllPub
## 822          60       RL   12394   Pave  None      IR1         Lvl    AllPub
## 823          50       RL    9900   Pave  None      Reg         Lvl    AllPub
## 824          20       FV   11216   Pave  None      Reg         Lvl    AllPub
## 825          20       RL   14803   Pave  None      Reg         Lvl    AllPub
## 826          45       RM    6130   Pave  None      Reg         Lvl    AllPub
## 827          20       RL    8529   Pave  None      IR1         Lvl    AllPub
## 828          60       RL   28698   Pave  None      IR2         Low    AllPub
## 829         160       FV    2544   Pave  Pave      Reg         Lvl    AllPub
## 830          20       RL   11900   Pave  None      IR1         Lvl    AllPub
## 831         160       FV    3180   Pave  Pave      Reg         Lvl    AllPub
## 832          60       RL    9548   Pave  None      IR1         Lvl    AllPub
## 833          20       RL   10004   Pave  None      Reg         Lvl    AllPub
## 834          20       RL    7875   Pave  None      Reg         Lvl    AllPub
## 835          20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 836          30       RM    8100   Pave  Pave      Reg         Lvl    AllPub
## 837         160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 838          20       RL    9525   Pave  None      Reg         Lvl    AllPub
## 839          50       RL   11767   Pave  None      Reg         Lvl    AllPub
## 840          70       RH   12155   Pave  None      IR1         Lvl    AllPub
## 841          70       RM   10440   Pave  Grvl      Reg         Lvl    AllPub
## 842          80       RL    9020   Pave  None      Reg         Lvl    AllPub
## 843          90       RL    8000   Pave  None      Reg         Lvl    AllPub
## 844          50       RM   12665   Pave  Grvl      IR1         Lvl    AllPub
## 845          85       RL   16647   Pave  None      IR1         Lvl    AllPub
## 846          60       RL    9317   Pave  None      Reg         Lvl    AllPub
## 847          20       RL   15523   Pave  None      IR1         Lvl    AllPub
## 848          50       RL   45600   Pave  None      IR2         Bnk    AllPub
## 849          80       RL    9600   Pave  None      Reg         Lvl    AllPub
## 850         120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 851         120       RL    3196   Pave  None      Reg         Lvl    AllPub
## 852          75       RL    7128   Pave  None      Reg         Lvl    AllPub
## 853          80       RL   12095   Pave  None      IR1         Lvl    AllPub
## 854          20       RL   17920   Pave  None      Reg         Lvl    AllPub
## 855          20       RL    6897   Pave  None      IR1         Lvl    AllPub
## 856          80       RL   10970   Pave  None      IR1         Low    AllPub
## 857          60       RL    8125   Pave  None      Reg         Lvl    AllPub
## 858          20       RL   10400   Pave  None      Reg         Lvl    AllPub
## 859          60       RL   11029   Pave  None      IR1         Lvl    AllPub
## 860          50       RL    7642   Pave  None      Reg         Lvl    AllPub
## 861         190       RL   11625   Pave  None      Reg         Lvl    AllPub
## 862          20       RL    9672   Pave  None      Reg         Lvl    AllPub
## 863          20       RL    7931   Pave  None      Reg         Lvl    AllPub
## 864          20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 865          20       RL    8750   Pave  None      IR1         Lvl    AllPub
## 866          20       RL   10656   Pave  None      IR1         HLS    AllPub
## 867          20       RL    6970   Pave  None      Reg         Lvl    AllPub
## 868          60       RL   14762   Pave  None      IR2         Lvl    AllPub
## 869          60       RL    9938   Pave  None      Reg         Lvl    AllPub
## 870          20       RL    6600   Pave  None      Reg         Lvl    AllPub
## 871          60       RL    8750   Pave  None      Reg         Lvl    AllPub
## 872          20       RL    8892   Pave  None      Reg         Lvl    AllPub
## 873          40       RL   12144   Pave  None      Reg         Lvl    AllPub
## 874          50       RM    5720   Pave  None      Reg         Lvl    AllPub
## 875          60       FV    9000   Pave  None      Reg         Lvl    AllPub
## 876          20       RL   25286   Pave  None      Reg         HLS    AllPub
## 877          60       RL    8834   Pave  None      Reg         Lvl    AllPub
## 878          85       RL   11782   Pave  None      IR1         Lvl    AllPub
## 879          20       RL    7000   Pave  None      IR1         Lvl    AllPub
## 880          20       RL    7024   Pave  None      Reg         Lvl    AllPub
## 881          50       RL   13758   Pave  None      IR1         Lvl    AllPub
## 882          60       RL    9636   Pave  None      IR1         Lvl    AllPub
## 883          75       RL    6204   Pave  None      Reg         Bnk    AllPub
## 884          20       RL    7150   Pave  None      Reg         Lvl    AllPub
## 885         120       FV    5119   Pave  None      IR1         Lvl    AllPub
## 886          90       RL    8393   Pave  None      Reg         Lvl    AllPub
## 887          50       RL   16466   Pave  None      IR1         Lvl    AllPub
## 888          20       RL   15865   Pave  None      IR1         Lvl    AllPub
## 889          20       RL   12160   Pave  None      Reg         Lvl    AllPub
## 890          50       RL    8064   Pave  None      Reg         Lvl    AllPub
## 891          60       RL   11184   Pave  None      Reg         Lvl    AllPub
## 892          20       RL    8414   Pave  None      Reg         Lvl    AllPub
## 893          20       RL   13284   Pave  None      Reg         Lvl    AllPub
## 894          90       RL    7018   Pave  None      Reg         Bnk    AllPub
## 895          60       RL    7056   Pave  None      Reg         Lvl    AllPub
## 896          30       RM    8765   Pave  Grvl      Reg         Lvl    AllPub
## 897          90       RL    7018   Pave  None      Reg         Lvl    AllPub
## 898          20       RL   12919   Pave  None      IR1         Lvl    AllPub
## 899          20       RL    6993   Pave  None      Reg         Lvl    AllPub
## 900          20       RL    7340   Pave  None      IR1         Lvl    AllPub
## 901          20       RL    8712   Pave  None      IR1         Lvl    AllPub
## 902          60       RL    7875   Pave  None      Reg         Lvl    AllPub
## 903          20       RL   14859   Pave  None      IR1         HLS    AllPub
## 904          20       RL    6173   Pave  None      IR1         Lvl    AllPub
## 905          20       RL    9920   Pave  None      Reg         Lvl    AllPub
## 906          20       RL   13501   Pave  None      IR1         Lvl    AllPub
## 907          50       RL   11500   Pave  None      IR1         Lvl    AllPub
## 908          20       RL    8885   Pave  None      IR1         Low    AllPub
## 909          60       RL   12589   Pave  None      IR2         Lvl    AllPub
## 910          90       RL   11600   Pave  None      Reg         Lvl    AllPub
## 911          20       RL    9286   Pave  None      IR1         Lvl    AllPub
## 912          30       RM    6120   Pave  None      Reg         Lvl    AllPub
## 913          90       RH    6270   Pave  None      Reg         HLS    AllPub
## 914         160       FV    3000   Pave  Pave      Reg         Lvl    AllPub
## 915         160       RM    2001   Pave  None      Reg         Lvl    AllPub
## 916          20  C (all)    9000   Pave  None      Reg         Lvl    AllPub
## 917          20       RL   17140   Pave  None      Reg         Lvl    AllPub
## 918          60       RL   13125   Pave  None      IR1         Lvl    AllPub
## 919          20       RL   11029   Pave  None      IR1         Lvl    AllPub
## 920          60       RL    8462   Pave  None      IR1         Lvl    AllPub
## 921          90       RL    8777   Pave  None      Reg         Lvl    AllPub
## 922          20       RL   10237   Pave  None      Reg         Lvl    AllPub
## 923         120       RL    8012   Pave  None      Reg         Lvl    AllPub
## 924          20       RL   10240   Pave  None      Reg         Lvl    AllPub
## 925          20       RL   15611   Pave  None      IR1         Lvl    AllPub
## 926          60       RL   11999   Pave  None      Reg         Lvl    AllPub
## 927          60       RL    9900   Pave  None      Reg         Lvl    AllPub
## 928          20       RL   11838   Pave  None      Reg         Lvl    AllPub
## 929          60       RL   13006   Pave  None      IR1         Lvl    AllPub
## 930          20       RL    8925   Pave  None      IR1         HLS    AllPub
## 931          20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 932          20       RL   11670   Pave  None      IR1         Lvl    AllPub
## 933          20       RL    8487   Pave  None      Reg         Lvl    AllPub
## 934          20       RL   27650   Pave  None      IR2         HLS    AllPub
## 935          30       RL    5825   Pave  None      IR1         Lvl    AllPub
## 936          20       RL   10083   Pave  None      Reg         Lvl    AllPub
## 937          60       RL    9675   Pave  None      Reg         Lvl    AllPub
## 938          60       RL    8760   Pave  None      Reg         Lvl    AllPub
## 939          70       RL   24090   Pave  None      Reg         Lvl    AllPub
## 940          90       RL   12640   Pave  None      IR1         Lvl    AllPub
## 941          60       RL    8755   Pave  None      IR1         Lvl    AllPub
## 942          90       RL    7711   Pave  None      IR1         Lvl    AllPub
## 943          90       RL   25000   Pave  None      Reg         Low    AllPub
## 944          20       RL   14375   Pave  None      IR1         Lvl    NoSeWa
## 945          50       RM    8820   Pave  None      Reg         Lvl    AllPub
## 946          80       RL    8163   Pave  None      Reg         Lvl    AllPub
## 947          20       RL   14536   Pave  None      Reg         Lvl    AllPub
## 948          60       RL   14006   Pave  None      IR1         Lvl    AllPub
## 949          20       RL    9360   Pave  None      Reg         Lvl    AllPub
## 950          20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 951          20       RH    7800   Pave  None      Reg         Lvl    AllPub
## 952          85       RL    7200   Pave  None      Reg         Lvl    AllPub
## 953          60       RL   11075   Pave  None      IR1         Lvl    AllPub
## 954          90       RL    9400   Pave  None      IR1         Lvl    AllPub
## 955          90       RH    7136   Pave  None      IR1         HLS    AllPub
## 956         160       RM    1300   Pave  None      Reg         Lvl    AllPub
## 957          20       RL    7420   Pave  None      Reg         Lvl    AllPub
## 958          20       RL    8450   Pave  None      Reg         Lvl    AllPub
## 959         160       FV    2572   Pave  None      Reg         Lvl    AllPub
## 960          20       RL    7207   Pave  None      IR1         Lvl    AllPub
## 961          60       RL   12227   Pave  None      IR1         Lvl    AllPub
## 962         160       RL    2308   Pave  None      Reg         Lvl    AllPub
## 963          20       RL   11923   Pave  None      IR1         Lvl    AllPub
## 964          60       RL   11316   Pave  None      Reg         Lvl    AllPub
## 965          60       RL   10237   Pave  None      Reg         Lvl    AllPub
## 966          50       RL    9600   Pave  None      IR1         HLS    AllPub
## 967          20       RL    7390   Pave  None      IR1         Lvl    AllPub
## 968          50       RM    5925   Pave  None      Reg         Lvl    AllPub
## 969         190       RL   10382   Pave  None      Reg         Lvl    AllPub
## 970          50       RL   10800   Pave  None      Reg         Lvl    AllPub
## 971         160       RL    2268   Pave  None      Reg         Lvl    AllPub
## 972         120       RL    7892   Pave  None      Reg         Lvl    AllPub
## 973          20       FV   11639   Pave  None      Reg         Lvl    AllPub
## 974          70       RL   11414   Pave  None      IR1         Lvl    AllPub
## 975         160       FV    2651   Pave  None      Reg         Lvl    AllPub
## 976          30       RL    5900   Pave  None      IR1         Bnk    AllPub
## 977         120       FV    4274   Pave  Pave      IR1         Lvl    AllPub
## 978          20       RL    9450   Pave  None      Reg         Bnk    AllPub
## 979          20       RL    8816   Pave  None      Reg         Lvl    AllPub
## 980          85       RL   12122   Pave  None      IR1         Lvl    AllPub
## 981          60       RL   12203   Pave  None      IR1         Lvl    AllPub
## 982          20       RL    3182   Pave  None      Reg         Lvl    AllPub
## 983          60       RL   11250   Pave  None      Reg         Lvl    AllPub
## 984          90       RL   10125   Pave  None      Reg         Lvl    AllPub
## 985         190       RL   10880   Pave  None      Reg         Lvl    AllPub
## 986          50       RM    5310   Pave  None      Reg         Lvl    AllPub
## 987          20       RL   10159   Pave  None      IR1         Lvl    AllPub
## 988          60       RL   12046   Pave  None      IR1         Lvl    AllPub
## 989          60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 990          60       RL    9452   Pave  None      Reg         Lvl    AllPub
## 991          70       RM   17671   Pave  Grvl      Reg         Lvl    AllPub
## 992          60       RL    9760   Pave  None      Reg         Lvl    AllPub
## 993          60       RL    8846   Pave  None      Reg         Lvl    AllPub
## 994          20       RL   12456   Pave  None      Reg         Lvl    AllPub
## 995          50       RL    4712   Pave  None      IR1         Lvl    AllPub
## 996          20       RL   10659   Pave  None      IR1         Lvl    AllPub
## 997          20       RL   11717   Pave  None      IR1         Lvl    AllPub
## 998          30       RM    9786   Pave  None      Reg         Lvl    AllPub
## 999          20       RL    6762   Pave  None      Reg         Lvl    AllPub
## 1000         20       RL   10206   Pave  None      Reg         Lvl    AllPub
## 1001         30       RL    5400   Pave  None      Reg         Lvl    AllPub
## 1002         20       RL   11957   Pave  None      IR1         Lvl    AllPub
## 1003         90       RL   11500   Pave  None      IR1         Lvl    AllPub
## 1004        120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 1005         80       RL    8385   Pave  None      Reg         Lvl    AllPub
## 1006         20       RL   12155   Pave  None      IR3         Lvl    AllPub
## 1007        160       RM    2217   Pave  None      Reg         Lvl    AllPub
## 1008         20       RL   12118   Pave  None      IR1         Lvl    AllPub
## 1009         50       RL    6000   Pave  None      Reg         Lvl    AllPub
## 1010         50       RL   21286   Pave  None      Reg         Lvl    AllPub
## 1011         90       RL    9825   Pave  None      Reg         Lvl    AllPub
## 1012         70       RL   10592   Pave  None      Reg         Lvl    AllPub
## 1013         30       RM    7200   Pave  None      Reg         Lvl    AllPub
## 1014         20       RL   11664   Pave  None      Reg         Lvl    AllPub
## 1015         60       RL    8400   Pave  None      Reg         Lvl    AllPub
## 1016         20       RL   11883   Pave  None      Reg         Lvl    AllPub
## 1017        120       RL    5814   Pave  None      IR1         Lvl    AllPub
## 1018         80       RL   10784   Pave  None      IR1         Lvl    AllPub
## 1019        120       RL    3013   Pave  None      Reg         Lvl    AllPub
## 1020         20       RL    7024   Pave  None      Reg         Lvl    AllPub
## 1021         20       RL    7406   Pave  None      Reg         Lvl    AllPub
## 1022         50       RM    9439   Pave  None      Reg         Lvl    AllPub
## 1023        120       RL    3182   Pave  None      Reg         Lvl    AllPub
## 1024         20       RL   15498   Pave  None      IR1         Lvl    AllPub
## 1025         20       RL    7700   Pave  None      Reg         Lvl    AllPub
## 1026         20       RL    9300   Pave  None      Reg         Lvl    AllPub
## 1027         20       RL    9520   Pave  None      IR1         HLS    AllPub
## 1028         50       RL    9492   Pave  None      Reg         Lvl    AllPub
## 1029        160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 1030        190       RH    7082   Pave  None      Reg         Lvl    AllPub
## 1031         75       RL   15863   Pave  None      Reg         Lvl    AllPub
## 1032         60       RL   14541   Pave  None      IR1         Lvl    AllPub
## 1033         20       RL    8125   Pave  None      Reg         Lvl    AllPub
## 1034         30       RL    6305   Pave  None      Reg         Bnk    AllPub
## 1035         20       RL   11500   Pave  None      IR1         Lvl    AllPub
## 1036         20       RL   12898   Pave  None      IR1         HLS    AllPub
## 1037         60       RL    9240   Pave  None      Reg         Lvl    AllPub
## 1038        160       RM    1533   Pave  None      Reg         Lvl    AllPub
## 1039        180       RM    1477   Pave  None      Reg         Lvl    AllPub
## 1040         20       RL   13125   Pave  None      Reg         Lvl    AllPub
## 1041         60       RL    9130   Pave  None      Reg         Lvl    AllPub
## 1042        120       RL    5381   Pave  None      IR1         Lvl    AllPub
## 1043         60       RL   11839   Pave  None      Reg         Lvl    AllPub
## 1044         20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1045         20       RL   13680   Pave  None      IR1         Lvl    AllPub
## 1046         60       RL   16056   Pave  None      IR1         Lvl    AllPub
## 1047         20       RL    9245   Pave  None      IR2         Lvl    AllPub
## 1048         20       RL   21750   Pave  None      Reg         Lvl    AllPub
## 1049         20       RL   11100   Pave  None      Reg         Low    AllPub
## 1050         20       RL    8993   Pave  None      IR1         Lvl    AllPub
## 1051         20       RL   11175   Pave  None      IR1         Lvl    AllPub
## 1052         60       RL    9500   Pave  None      Reg         Lvl    AllPub
## 1053         20       RL    8562   Pave  None      Reg         Lvl    AllPub
## 1054         60       RL   11367   Pave  None      Reg         Lvl    AllPub
## 1055         20       RL   11361   Pave  None      Reg         Lvl    AllPub
## 1056        120       RL    7052   Pave  None      IR1         Lvl    AllPub
## 1057         60       RL   29959   Pave  None      IR2         Lvl    AllPub
## 1058         60       RL   11308   Pave  None      IR1         Lvl    AllPub
## 1059         50       RL   11275   Pave  None      IR1         HLS    AllPub
## 1060        120       RL    4920   Pave  None      Reg         Lvl    AllPub
## 1061         30  C (all)   18000   Grvl  None      Reg         Low    AllPub
## 1062        190       RM   13600   Pave  Grvl      Reg         Lvl    AllPub
## 1063         30       RM    6000   Pave  None      Reg         Lvl    AllPub
## 1064         20       RL   11000   Pave  None      IR1         Lvl    AllPub
## 1065         60       RL   14000   Pave  None      Reg         Lvl    AllPub
## 1066         60       RL    7837   Pave  None      IR1         Lvl    AllPub
## 1067         60       RL    9760   Pave  None      Reg         Lvl    AllPub
## 1068        160       RM    3964   Pave  None      Reg         Lvl    AllPub
## 1069         45       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1070         20       RL   10152   Pave  None      Reg         Lvl    AllPub
## 1071         60       RL   11700   Pave  None      Reg         Lvl    AllPub
## 1072         50       RL    7585   Pave  None      Reg         Lvl    AllPub
## 1073         60       RL    7950   Pave  None      IR1         Bnk    AllPub
## 1074         20       RL    8556   Pave  None      Reg         Lvl    AllPub
## 1075         70       RL   13125   Pave  None      Reg         Lvl    AllPub
## 1076         50       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 1077         20       RL   15870   Pave  None      IR1         Lvl    AllPub
## 1078        120       RM    4435   Pave  None      Reg         Lvl    AllPub
## 1079         20       RL    8775   Pave  None      Reg         Lvl    AllPub
## 1080         20       RL   11040   Pave  None      Reg         Lvl    AllPub
## 1081         20       RL    7500   Pave  None      Reg         Lvl    AllPub
## 1082         20       RL    8749   Pave  None      Reg         Lvl    AllPub
## 1083         20       RL    8800   Pave  None      Reg         Lvl    AllPub
## 1084         60       RL   13031   Pave  None      IR2         Lvl    AllPub
## 1085         85       RL    9069   Pave  None      Reg         Lvl    AllPub
## 1086        160       RM    1974   Pave  None      Reg         Lvl    AllPub
## 1087         60       FV   10574   Pave  None      Reg         Lvl    AllPub
## 1088        160       RM    2522   Pave  None      Reg         Lvl    AllPub
## 1089        120       FV    3316   Pave  Pave      IR1         Lvl    AllPub
## 1090         90       RL    8544   Pave  None      Reg         Lvl    AllPub
## 1091        160       FV    2160   Pave  Pave      Reg         Lvl    AllPub
## 1092         50       RL    8400   Pave  None      Reg         Bnk    AllPub
## 1093         20       RL    9230   Pave  None      Reg         Lvl    AllPub
## 1094         20       RL    5868   Pave  None      Reg         Lvl    AllPub
## 1095         20       RL    9317   Pave  None      IR1         Lvl    AllPub
## 1096         70       RM    6882   Pave  None      Reg         Lvl    AllPub
## 1097        120       RL    3696   Pave  None      Reg         Lvl    AllPub
## 1098         50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 1099         20       RL   11880   Pave  None      IR1         Lvl    AllPub
## 1100         30       RL    8400   Pave  None      Reg         Bnk    AllPub
## 1101         20       RL    9758   Pave  None      IR1         Lvl    AllPub
## 1102         20       RL    7000   Pave  None      Reg         Lvl    AllPub
## 1103         20       RL    8910   Pave  None      Reg         Lvl    AllPub
## 1104        160       RM    2016   Pave  None      Reg         Lvl    AllPub
## 1105         60       RL   12256   Pave  None      IR1         Lvl    AllPub
## 1106         20       RL   10357   Pave  None      IR1         Lvl    AllPub
## 1107         60       RL   23257   Pave  None      IR3         HLS    AllPub
## 1108         60       RL    8063   Pave  None      Reg         Lvl    AllPub
## 1109         20       RL   11362   Pave  None      IR1         Lvl    AllPub
## 1110         60       RL    8000   Pave  None      Reg         Lvl    AllPub
## 1111         60       RL   10480   Pave  None      Reg         Lvl    AllPub
## 1112         20       RL    7100   Pave  None      IR1         Lvl    AllPub
## 1113         20       RL    8923   Pave  None      Reg         Lvl    AllPub
## 1114         20       RL    5400   Pave  None      Reg         Lvl    AllPub
## 1115         20       RL   12085   Pave  None      Reg         Lvl    AllPub
## 1116         80       RL    7750   Pave  None      Reg         Lvl    AllPub
## 1117         20       RL    9764   Pave  None      IR1         Lvl    AllPub
## 1118         80       RL   13825   Pave  None      Reg         Lvl    AllPub
## 1119         20       RL    7560   Pave  None      Reg         Lvl    AllPub
## 1120         30       RM    8263   Pave  None      Reg         Bnk    AllPub
## 1121         20       RL   10084   Pave  None      Reg         Lvl    AllPub
## 1122         20       RL    8926   Pave  None      IR1         Lvl    AllPub
## 1123         20       RL    9405   Pave  None      Reg         Lvl    AllPub
## 1124         80       RL    9125   Pave  None      IR1         Lvl    AllPub
## 1125         20       RL   10434   Pave  None      Reg         Lvl    AllPub
## 1126        120       RL    3684   Pave  None      Reg         Lvl    AllPub
## 1127         20       RL   14572   Pave  None      IR3         Lvl    AllPub
## 1128         60       RL   11796   Pave  None      IR1         Lvl    AllPub
## 1129         90       RM    7200   Pave  Grvl      Reg         Lvl    AllPub
## 1130         50       RL    7804   Pave  None      Reg         Lvl    AllPub
## 1131         20       RL   10712   Pave  None      Reg         Lvl    AllPub
## 1132         70       RM    9900   Pave  None      Reg         Lvl    AllPub
## 1133         60       RL    9828   Pave  None      IR1         Lvl    AllPub
## 1134         60       RL    8773   Pave  None      IR1         HLS    AllPub
## 1135         30       RM    6180   Pave  None      Reg         Lvl    AllPub
## 1136         50       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1137         50       RL    6342   Pave  None      Reg         Lvl    AllPub
## 1138         20       RL    9819   Pave  None      IR1         Lvl    AllPub
## 1139         30       RL    8731   Pave  None      IR1         Lvl    AllPub
## 1140         20       RL    7350   Pave  None      Reg         Lvl    AllPub
## 1141         60       RL   10304   Pave  None      IR1         Lvl    AllPub
## 1142         60       RL    9965   Pave  None      Reg         Lvl    AllPub
## 1143         20       RL    9000   Pave  None      Reg         Lvl    AllPub
## 1144        190       RL   12180   Pave  None      Reg         Lvl    AllPub
## 1145         50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 1146         20       RL   11200   Pave  None      Reg         Lvl    AllPub
## 1147         70       RL   12000   Pave  None      Reg         Bnk    AllPub
## 1148         50       RM    5700   Pave  None      Reg         Lvl    AllPub
## 1149         70       RM    9000   Pave  None      Reg         Lvl    AllPub
## 1150         20       RL    8280   Pave  None      IR1         Lvl    AllPub
## 1151         20       RL   17755   Pave  None      Reg         Lvl    AllPub
## 1152         20       RL   14115   Pave  None      IR1         Lvl    AllPub
## 1153         30       RM    5890   Pave  None      Reg         Lvl    AllPub
## 1154         60       RL   13700   Pave  None      IR1         Lvl    AllPub
## 1155         20       RL   10768   Pave  None      IR1         Lvl    AllPub
## 1156         80       RL    9350   Pave  None      Reg         Lvl    AllPub
## 1157        120       RL    5001   Pave  None      IR1         Lvl    AllPub
## 1158         20       RL   11932   Pave  None      Reg         Lvl    AllPub
## 1159         60       RL    9120   Pave  None      Reg         Lvl    AllPub
## 1160        160       RL    2280   Pave  None      Reg         Lvl    AllPub
## 1161         20       RL   14778   Pave  None      IR1         Low    AllPub
## 1162         20       RL    8724   Pave  None      Reg         Lvl    AllPub
## 1163         90       RL   12900   Pave  None      Reg         Lvl    AllPub
## 1164         80       RL   16157   Pave  None      IR1         Lvl    AllPub
## 1165         20       RL    9541   Pave  None      IR1         Lvl    AllPub
## 1166         20       RL   10475   Pave  None      IR1         Lvl    AllPub
## 1167         60       RL   10852   Pave  None      IR1         Lvl    AllPub
## 1168         70       RL   13728   Pave  None      Reg         Lvl    AllPub
## 1169         60       RL   35760   Pave  None      IR1         Lvl    AllPub
## 1170         80       RL    9880   Pave  None      Reg         Lvl    AllPub
## 1171         20       RL    9120   Pave  None      Reg         Lvl    AllPub
## 1172        160       FV    4017   Pave  Pave      IR1         Lvl    AllPub
## 1173         50       RL   18030   Pave  None      IR1         Bnk    AllPub
## 1174         70       RL   16560   Pave  None      IR1         Lvl    AllPub
## 1175         50       RL   10678   Pave  None      Reg         Lvl    AllPub
## 1176         20       RL    6951   Pave  None      IR1         Lvl    AllPub
## 1177         50       RM    3950   Pave  Grvl      Reg         Bnk    AllPub
## 1178         50       RL    7681   Pave  None      IR1         Lvl    AllPub
## 1179         20       RL    8335   Pave  None      Reg         Lvl    AllPub
## 1180         60       RL   11170   Pave  None      IR2         Lvl    AllPub
## 1181        120       RM    5587   Pave  None      IR1         HLS    AllPub
## 1182         60       RL   15623   Pave  None      IR1         Lvl    AllPub
## 1183         30       RL   10800   Pave  Grvl      Reg         Lvl    AllPub
## 1184         20       RL   35133   Grvl  None      Reg         Lvl    AllPub
## 1185         50       RL    9738   Pave  None      Reg         Lvl    AllPub
## 1186        190       RL   10615   Pave  None      IR1         Bnk    AllPub
## 1187         20       RL   12461   Pave  None      Reg         Lvl    AllPub
## 1188         60       RL    8935   Pave  None      IR1         Lvl    AllPub
## 1189         60       RL    7500   Pave  None      Reg         Lvl    AllPub
## 1190        190       RL   32463   Pave  None      Reg         Low    AllPub
## 1191        160       FV    2645   Pave  Pave      Reg         Lvl    AllPub
## 1192         50       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 1193        120       RM    4500   Pave  None      Reg         Lvl    AllPub
## 1194         60       RL    9364   Pave  None      Reg         Lvl    AllPub
## 1195         60       RL    8029   Pave  None      IR1         Lvl    AllPub
## 1196         60       RL   14054   Pave  None      IR1         Lvl    AllPub
## 1197         75       RM    8850   Pave  None      IR1         Bnk    AllPub
## 1198         20       RL    9100   Pave  None      Reg         Lvl    AllPub
## 1199         20       RL   11235   Pave  None      Reg         Lvl    AllPub
## 1200         20       RL    9353   Pave  None      Reg         Lvl    AllPub
## 1201         60       RL   10400   Pave  None      Reg         Lvl    AllPub
## 1202         50       RM    6000   Pave  None      Reg         Lvl    AllPub
## 1203         20       RL    9750   Pave  None      Reg         Lvl    AllPub
## 1204         20       RL   10140   Pave  None      Reg         Lvl    AllPub
## 1205         20       RL   14684   Pave  None      IR1         Lvl    AllPub
## 1206         20       RH    8900   Pave  None      Reg         Lvl    AllPub
## 1207         20       RL    9135   Pave  None      Reg         Lvl    AllPub
## 1208         20       RL    7763   Pave  None      Reg         Lvl    AllPub
## 1209         20       RL   10182   Pave  None      IR1         Lvl    AllPub
## 1210         60       RL   11218   Pave  None      Reg         Lvl    AllPub
## 1211         50       RL   12134   Pave  None      IR1         Bnk    AllPub
## 1212         30       RL    9340   Pave  None      Reg         Lvl    AllPub
## 1213         80       RL   10246   Pave  None      IR1         Lvl    AllPub
## 1214         85       RL   10205   Pave  None      IR1         Lvl    AllPub
## 1215         20       RL    7094   Pave  None      IR1         Lvl    AllPub
## 1216         90       RM    8930   Pave  None      Reg         Lvl    AllPub
## 1217         20       FV    8640   Pave  None      Reg         Lvl    AllPub
## 1218         50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 1219        160       RM    1680   Pave  None      Reg         Lvl    AllPub
## 1220         20       RL    7800   Pave  None      IR1         Lvl    AllPub
## 1221         20       RL    8250   Pave  None      Reg         Lvl    AllPub
## 1222         50       RL   10496   Pave  None      Reg         Lvl    AllPub
## 1223         20       RL   10680   Pave  None      Reg         Lvl    AllPub
## 1224         60       RL   15384   Pave  None      IR1         Lvl    AllPub
## 1225         80       RL   10482   Pave  None      Reg         Lvl    AllPub
## 1226         60       RL   14598   Pave  None      IR1         Lvl    AllPub
## 1227         20       RL    8872   Pave  None      Reg         Lvl    AllPub
## 1228        120       RL    8769   Pave  None      Reg         Lvl    AllPub
## 1229         80       RL    7910   Pave  None      Reg         Lvl    AllPub
## 1230         90       RL   18890   Pave  None      IR1         Lvl    AllPub
## 1231         90       RL    7728   Pave  None      Reg         Lvl    AllPub
## 1232         90       RL    9842   Pave  None      Reg         Lvl    AllPub
## 1233         20       RL   12160   Pave  None      IR1         Lvl    AllPub
## 1234         70       RH    8525   Pave  None      Reg         Bnk    AllPub
## 1235         70       RL   13132   Pave  None      Reg         Lvl    AllPub
## 1236        160       RL    2628   Pave  None      Reg         Lvl    AllPub
## 1237         60       RL   12393   Pave  None      IR2         Lvl    AllPub
## 1238         20       RL   13072   Pave  None      Reg         Lvl    AllPub
## 1239         20       RL    9037   Pave  None      IR1         HLS    AllPub
## 1240         60       RL    8158   Pave  None      Reg         Lvl    AllPub
## 1241         20       RL    9849   Pave  None      Reg         Lvl    AllPub
## 1242         85       RL   10625   Pave  None      Reg         Lvl    AllPub
## 1243         20       RL   13891   Pave  None      Reg         Lvl    AllPub
## 1244         70       RL   11435   Pave  None      IR1         HLS    AllPub
## 1245         80       RL   12090   Pave  None      Reg         Lvl    AllPub
## 1246         60       FV    8125   Pave  None      Reg         Lvl    AllPub
## 1247         80       RL   12328   Pave  None      IR1         Lvl    AllPub
## 1248         75       RM    9600   Pave  Grvl      Reg         Lvl    AllPub
## 1249         20       RL    7200   Pave  None      Reg         Lvl    AllPub
## 1250         20       RL   11160   Pave  None      Reg         Lvl    AllPub
## 1251        120       RL    3136   Pave  None      IR1         Lvl    AllPub
## 1252         20       RL    9858   Pave  None      Reg         Lvl    AllPub
## 1253         60       RL   17542   Pave  None      IR1         Lvl    AllPub
## 1254         60       RL    6931   Pave  None      Reg         Lvl    AllPub
## 1255         50       RM    6240   Pave  None      Reg         Lvl    AllPub
## 1256         20       RL   14303   Pave  None      IR1         Lvl    AllPub
## 1257         30       RL    4060   Pave  None      Reg         Lvl    AllPub
## 1258         80       RL    9587   Pave  None      IR1         Lvl    AllPub
## 1259         20       RL    9750   Pave  None      Reg         Lvl    AllPub
## 1260         60       RL   24682   Pave  None      IR3         Lvl    AllPub
## 1261         20       RL    9600   Pave  None      Reg         Lvl    AllPub
## 1262         50       RL   11250   Pave  None      Reg         Lvl    AllPub
## 1263         70       RL   13515   Pave  Pave      Reg         Lvl    AllPub
## 1264        120       RH    4060   Pave  None      Reg         Lvl    AllPub
## 1265        160       FV    3735   Pave  None      Reg         Lvl    AllPub
##      LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType HouseStyle
## 1       Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 2          FR2       Gtl      Veenker      Feedr       Norm     1Fam     1Story
## 3       Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 4       Corner       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 5          FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 6       Inside       Gtl      Mitchel       Norm       Norm     1Fam     1.5Fin
## 7       Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 8       Corner       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 9       Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 10      Corner       Gtl      BrkSide     Artery     Artery   2fmCon     1.5Unf
## 11      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 12      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 13      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 14      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 15      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 16      Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 17     CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 18      Inside       Gtl       Sawyer       Norm       Norm   Duplex     1Story
## 19      Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 20      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 21      Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 22      Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Unf
## 23      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 24      Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     1Story
## 25      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 26      Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 27      Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 28      Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 29     CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 30      Inside       Gtl      BrkSide      Feedr       RRNn     1Fam     1Story
## 31      Inside       Gtl       IDOTRR      Feedr       Norm     1Fam     2Story
## 32     CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 33      Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 34      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 35      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 36      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 37      Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 38      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 39      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 40      Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 41      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 42      Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 43     CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     SFoyer
## 44     CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 45      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 46      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 47     CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1.5Fin
## 48      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 49      Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 50      Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 51      Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 52      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 53      Corner       Mod       IDOTRR       RRNn       Norm   Duplex     1Story
## 54      Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 55      Inside       Mod        NAmes       Norm       Norm     1Fam       SLvl
## 56      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 57      Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 58      Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 59     CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 60      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 61      Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 62      Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2.5Unf
## 63      Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 64      Inside       Gtl      OldTown       RRAn      Feedr     1Fam     2Story
## 65      Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 66      Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 67      Inside       Gtl        NAmes       PosA       Norm     1Fam     1Story
## 68      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 69      Corner       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 70      Corner       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 71      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 72      Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 73      Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 74      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 75      Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 76      Inside       Gtl      MeadowV       Norm       Norm    Twnhs       SLvl
## 77      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 78      Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 79      Inside       Gtl       Sawyer       Norm       Norm   Duplex     1Story
## 80      Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 81      Corner       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 82         FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 83      Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 84      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 85      Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 86      Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 87      Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 88      Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 89      Corner       Gtl       IDOTRR      Feedr      Feedr     1Fam     1.5Fin
## 90      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 91      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 92      Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 93      Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 94      Corner       Gtl      OldTown       Norm       Norm   2fmCon     2.5Unf
## 95      Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 96      Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 97      Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 98      Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 99      Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 100     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 101     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 102     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 103     Inside       Gtl      SawyerW       Norm       Norm   Duplex     1Story
## 104     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 105     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 106     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 107     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 108     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 109     Corner       Gtl       IDOTRR     Artery       Norm     1Fam     1.5Fin
## 110     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 111     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 112     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 113     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 114     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 115     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 116     Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 117     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 118     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 119     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 120     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 121    CulDSac       Sev      ClearCr       Norm       Norm     1Fam       SLvl
## 122     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 123     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 124     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 125    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 126     Inside       Gtl       IDOTRR       Norm       Norm   2fmCon     1.5Fin
## 127     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     1Story
## 128     Inside       Gtl      OldTown      Feedr       Norm     1Fam     1.5Unf
## 129     Inside       Gtl        NAmes       PosN       Norm     1Fam     2Story
## 130     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 131     Corner       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 132     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 133     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 134     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 135     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 136     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 137     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 138     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 139     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 140     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 141        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 142     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 143     Corner       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 144     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 145     Inside       Gtl       Sawyer       RRAe       Norm   Duplex     1Story
## 146     Inside       Gtl      Edwards       Norm       Norm    Twnhs     2Story
## 147     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 148    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 149     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 150     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 151     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 152     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 153    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 154     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 155     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 156     Corner       Gtl      Edwards     Artery       Norm     1Fam     1.5Fin
## 157     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 158     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 159     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 160     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 161    CulDSac       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 162     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 163     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 164     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Unf
## 165     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 166     Inside       Gtl      Edwards       Norm       Norm   2fmCon     1.5Fin
## 167     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 168     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 169     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 170     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 171     Inside       Gtl      OldTown      Feedr       Norm     1Fam     1.5Fin
## 172     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 173     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     2Story
## 174     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 175     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 176     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 177     Corner       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 178     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1.5Fin
## 179    CulDSac       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 180     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 181     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 182     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 183     Inside       Gtl      Edwards     Artery       Norm     1Fam     1Story
## 184     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 185     Inside       Gtl      BrkSide       RRAn      Feedr     1Fam     1.5Fin
## 186     Inside       Gtl      OldTown     Artery       Norm     1Fam     2.5Fin
## 187    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 188     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 189     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     SFoyer
## 190     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 191     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 192    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 193     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 194     Inside       Gtl      Edwards       Norm       Norm    Twnhs     2Story
## 195     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 196        FR2       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 197     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 198     Corner       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 199     Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Fin
## 200     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 201     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 202     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 203     Corner       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 204     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 205     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 206     Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 207    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 208     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 209     Inside       Mod      SawyerW       Norm       Norm     1Fam     2Story
## 210     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 211     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 212     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 213     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 214    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 215        FR2       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 216     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 217     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 218     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 219     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 220     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 221     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 222     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 223     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     2Story
## 224        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 225     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 226     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 227     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 228     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 229        FR2       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 230     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 231     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 232     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 233     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 234     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 235     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 236     Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 237        FR2       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 238    CulDSac       Gtl      SawyerW       RRNe       Norm     1Fam     2Story
## 239     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 240     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 241     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 242     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 243     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 244     Corner       Gtl      SawyerW       Norm       Norm   TwnhsE     2Story
## 245     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 246     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 247     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 248     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 249     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 250    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     1.5Fin
## 251     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 252     Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 253     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 254     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 255     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 256     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 257     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 258     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 259     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 260     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 261     Corner       Gtl        NAmes     Artery       Norm     1Fam       SLvl
## 262     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 263     Corner       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 264     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 265     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 266     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 267        FR2       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 268     Inside       Mod        SWISU       Norm       Norm     1Fam     2.5Fin
## 269     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 270     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 271     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 272    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 273    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 274     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 275     Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 276     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 277     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 278     Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 279     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 280     Inside       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 281     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 282     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 283     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 284     Inside       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 285     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 286     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 287     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 288     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 289     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 290     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     2Story
## 291     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 292     Inside       Gtl        SWISU       Norm       Norm   2fmCon     2Story
## 293     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 294     Corner       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 295     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 296    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 297     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 298     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 299     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 300     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 301     Corner       Gtl      Crawfor       Norm       Norm   2fmCon     1Story
## 302     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 303     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 304     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 305     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Fin
## 306     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 307     Inside       Gtl      SawyerW      Feedr       Norm     1Fam     2Story
## 308     Inside       Gtl       IDOTRR     Artery       Norm     1Fam     1.5Fin
## 309     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 310     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 311     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 312     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 313     Inside       Gtl      OldTown     Artery       Norm   2fmCon     1.5Fin
## 314     Inside       Sev       Timber       Norm       Norm     1Fam     1Story
## 315     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 316     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 317     Corner       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 318     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 319     Inside       Mod      NoRidge       Norm       Norm     1Fam     2Story
## 320     Inside       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 321     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 322     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 323     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 324     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 325     Corner       Gtl        NAmes       PosN       Norm     1Fam       SLvl
## 326     Inside       Gtl       IDOTRR       RRAe       Norm     1Fam     1.5Unf
## 327    CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 328     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 329     Inside       Gtl      BrkSide       PosN       Norm     1Fam     2.5Unf
## 330     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 331     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 332     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 333     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 334        FR3       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 335     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 336     Corner       Sev       Timber       Norm       Norm   2fmCon     1.5Fin
## 337     Corner       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 338     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 339     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 340     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 341     Inside       Gtl       Timber       Norm       Norm     1Fam     2Story
## 342     Inside       Gtl      SawyerW      Feedr       Norm     1Fam     1Story
## 343     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 344     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 345     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 346     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     1.5Fin
## 347    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 348     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 349     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 350     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 351     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 352     Inside       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 353     Inside       Gtl      Edwards     Artery       Norm     1Fam     1.5Fin
## 354     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 355     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 356     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 357     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 358     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     1Story
## 359     Inside       Gtl      ClearCr       Norm       Norm     1Fam       SLvl
## 360    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 361    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 362     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 363     Corner       Gtl      Edwards       Norm       Norm     1Fam     SFoyer
## 364     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 365        FR2       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 366     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 367     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 368     Corner       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 369     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 370     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 371     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 372     Inside       Gtl      ClearCr      Feedr       Norm     1Fam     1.5Fin
## 373     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 374     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 375     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 376     Inside       Sev      Edwards       Norm       Norm     1Fam     1Story
## 377    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     SFoyer
## 378     Corner       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 379     Corner       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 380     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 381     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 382     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 383     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 384     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1.5Unf
## 385     Corner       Mod      ClearCr      Feedr       Norm     1Fam     2Story
## 386     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 387        FR2       Gtl      Edwards      Feedr       Norm     1Fam     1.5Fin
## 388     Inside       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 389    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 390     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 391     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 392    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     2Story
## 393     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 394     Corner       Gtl      BrkSide      Feedr       Norm     1Fam     1Story
## 395     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 396     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 397     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 398     Inside       Gtl        NAmes       PosN       Norm     1Fam     2Story
## 399     Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 400     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 401     Inside       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 402     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 403     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 404     Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 405     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 406     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 407     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 408     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 409     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 410     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 411     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 412     Inside       Gtl      Gilbert       Norm       Norm   2fmCon     1Story
## 413     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 414     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 415    CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 416     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 417     Inside       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 418     Inside       Gtl      Crawfor      Feedr       Norm     1Fam     2Story
## 419     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 420     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 421     Inside       Gtl      Mitchel       Norm       Norm   Duplex     SFoyer
## 422        FR2       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 423     Inside       Mod      Mitchel     Artery       Norm     1Fam     1Story
## 424     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 425     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 426     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 427     Inside       Mod      SawyerW       Norm       Norm     1Fam       SLvl
## 428     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 429     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 430     Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 431     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 432     Inside       Gtl      OldTown      Feedr       Norm     1Fam     1.5Fin
## 433     Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 434     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 435     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 436    CulDSac       Gtl      CollgCr       PosN       Norm     1Fam     2Story
## 437     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 438     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 439     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 440     Corner       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 441     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 442     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 443     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 444     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 445     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 446     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 447     Corner       Gtl        NAmes       PosA       Norm     1Fam     1Story
## 448     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 449     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 450     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 451     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 452     Inside       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 453     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 454     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 455     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 456     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 457     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 458    CulDSac       Mod      ClearCr       Norm       Norm     1Fam     1Story
## 459     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 460     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 461     Inside       Gtl      Somerst       RRAn       Norm     1Fam     2Story
## 462     Inside       Gtl        SWISU      Feedr       Norm     1Fam     2Story
## 463     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 464     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 465     Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 466     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 467     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 468     Inside       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 469     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 470     Corner       Gtl      SawyerW       RRNe       Norm     1Fam     2Story
## 471     Corner       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 472     Inside       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 473     Inside       Gtl      Edwards       Norm       Norm   TwnhsE       SLvl
## 474     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 475     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 476     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 477     Inside       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 478     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 479     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 480     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 481        FR2       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 482     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 483     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 484        FR2       Gtl      Mitchel       Norm       Norm    Twnhs     1Story
## 485     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 486     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 487     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 488     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 489     Corner       Gtl      OldTown       Norm       Norm   2fmCon     1.5Fin
## 490     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 491     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 492     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 493     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 494     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 495     Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 496     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 497     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 498     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 499     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 500     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 501     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 502     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 503     Corner       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 504     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 505     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 506     Inside       Gtl      OldTown     Artery       Norm   Duplex     2Story
## 507     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 508     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 509     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 510     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 511     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 512     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 513     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 514     Corner       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 515     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Unf
## 516     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 517     Corner       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 518     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 519    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 520     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 521     Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 522     Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 523     Corner       Gtl      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 524     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 525     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 526     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 527     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 528     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 529    CulDSac       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 530     Inside       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 531        FR3       Gtl      BrkSide       RRNn      Feedr     1Fam     2Story
## 532     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 533     Inside       Mod      BrkSide       Norm       Norm     1Fam     1Story
## 534     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 535     Inside       Gtl      Edwards       Norm       Norm   2fmCon     2Story
## 536    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 537        FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 538     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 539     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 540     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 541        FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 542     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     1Story
## 543     Inside       Gtl        NAmes       Norm       Norm   TwnhsE     SFoyer
## 544     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 545     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1.5Fin
## 546     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 547     Inside       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 548     Inside       Gtl      OldTown      Feedr       RRNn     1Fam     1Story
## 549     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 550     Inside       Gtl      NPkVill       Norm       Norm   TwnhsE     1Story
## 551     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 552     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 553     Inside       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 554     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 555     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 556     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 557     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 558        FR2       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 559     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 560     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 561     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 562     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 563     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 564    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 565     Corner       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 566     Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 567     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 568     Inside       Mod      SawyerW       Norm       Norm     1Fam     1.5Fin
## 569     Corner       Gtl        NAmes       Norm       Norm   Duplex     SFoyer
## 570     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 571     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 572     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 573     Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 574        FR2       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 575     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 576     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 577     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 578     Corner       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 579     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 580    CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 581     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 582     Inside       Gtl      Edwards       Norm       Norm   Duplex     SFoyer
## 583     Inside       Gtl      OldTown     Artery       PosA     1Fam     2.5Unf
## 584     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 585     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 586     Inside       Gtl      BrkSide       RRAn       Norm     1Fam     1Story
## 587     Inside       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 588     Inside       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 589     Inside       Gtl      BrkSide       RRAn      Feedr     1Fam     1Story
## 590     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 591     Corner       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 592     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 593     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 594     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 595     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 596     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 597     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 598     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 599     Inside       Gtl      Blueste       Norm       Norm    Twnhs     2Story
## 600     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 601     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 602     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 603     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 604     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 605     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 606     Corner       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 607     Inside       Mod      Edwards       Norm       Norm     1Fam     2Story
## 608     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 609     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 610     Inside       Gtl      CollgCr       PosN       Norm     1Fam     2Story
## 611        FR2       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 612     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 613     Inside       Gtl      Mitchel      Feedr       Norm     1Fam     1Story
## 614     Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     SFoyer
## 615     Inside       Gtl        NAmes      Feedr       Norm     1Fam     SFoyer
## 616     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 617     Corner       Mod        NAmes     Artery       Norm     1Fam     1.5Unf
## 618     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 619     Inside       Gtl       Timber       Norm       Norm     1Fam     2Story
## 620     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 621     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 622     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 623     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 624     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 625     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 626     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 627     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 628     Inside       Sev        NAmes       Norm       Norm     1Fam     2Story
## 629     Corner       Gtl        NAmes      Feedr       Norm     1Fam       SLvl
## 630     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 631     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 632     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 633     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 634     Inside       Gtl      OldTown       Norm       Norm   Duplex     SFoyer
## 635     Inside       Gtl        SWISU      Feedr       Norm   2fmCon     2.5Fin
## 636     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 637     Inside       Gtl      OldTown       Norm       Norm   2fmCon     1.5Fin
## 638     Inside       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 639     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 640     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 641     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 642     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 643     Inside       Gtl       NWAmes       RRAn       Norm     1Fam     2Story
## 644     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 645     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 646     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 647     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 648     Inside       Gtl        NAmes       PosN       Norm     1Fam     2Story
## 649     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     SFoyer
## 650     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 651     Inside       Gtl      Edwards     Artery       Norm     1Fam     2Story
## 652     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 653     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 654     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 655     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 656     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 657     Inside       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 658     Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 659     Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 660    CulDSac       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 661    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 662     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 663     Inside       Gtl      Edwards       Norm       Norm     1Fam     SFoyer
## 664    CulDSac       Gtl      Somerst       RRAn       Norm     1Fam     1Story
## 665     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 666     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 667     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 668     Corner       Mod       Sawyer       Norm       Norm     1Fam     1Story
## 669     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 670        FR2       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 671     Inside       Gtl      Edwards     Artery       Norm     1Fam     2Story
## 672     Inside       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 673     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 674     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 675     Inside       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 676     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 677     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 678     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 679     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 680     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 681     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 682     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1Story
## 683     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 684    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 685    CulDSac       Gtl      StoneBr       Norm       Norm   TwnhsE     2Story
## 686     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 687        FR2       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 688     Inside       Gtl      StoneBr       Norm       Norm     1Fam     1Story
## 689     Corner       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 690     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 691     Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 692     Inside       Mod       Timber       Norm       Norm     1Fam     2Story
## 693     Corner       Sev      OldTown       Norm       Norm     1Fam     1Story
## 694     Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 695     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 696     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 697     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 698     Inside       Gtl       Sawyer       RRAe       Norm     1Fam     1Story
## 699     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 700     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 701     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 702     Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 703     Inside       Gtl      OldTown      Feedr       Norm   2fmCon     2Story
## 704     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 705     Inside       Gtl       IDOTRR       Norm       Norm   2fmCon     2Story
## 706    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     1Story
## 707     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 708     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 709     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 710     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 711     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 712     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 713     Inside       Gtl      BrkSide       RRAn       Norm   2fmCon     1Story
## 714    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     2Story
## 715     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 716     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 717     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 718     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 719     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 720    CulDSac       Mod      StoneBr       Norm       Norm     1Fam     1Story
## 721     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 722     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 723     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 724     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 725     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 726     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 727     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 728     Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 729     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1.5Fin
## 730     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 731     Corner       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 732     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 733     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 734     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 735     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 736     Inside       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 737    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 738     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 739     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 740     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 741     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 742     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 743     Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 744     Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 745     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 746     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 747     Corner       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 748     Inside       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 749     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 750     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 751     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 752     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 753     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 754     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 755     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 756     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 757    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 758     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 759     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 760     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 761        FR2       Gtl      BrkSide      Feedr       Norm     1Fam     1Story
## 762     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 763     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 764    CulDSac       Gtl      Veenker       Norm       Norm   TwnhsE     1Story
## 765     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 766     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 767     Inside       Gtl      Mitchel       Norm       Norm     1Fam     1.5Fin
## 768     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 769    CulDSac       Mod      StoneBr       Norm       Norm     1Fam     2Story
## 770    CulDSac       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 771     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 772     Inside       Gtl      Edwards       Norm       Norm     1Fam       SLvl
## 773     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 774     Corner       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 775        FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 776     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 777     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 778     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     1Story
## 779     Inside       Gtl      Mitchel       Norm       Norm   Duplex     SFoyer
## 780     Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 781     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 782     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 783     Corner       Gtl      Mitchel       Norm       Norm     1Fam     SFoyer
## 784     Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 785     Inside       Gtl       NWAmes      Feedr       Norm     1Fam     1Story
## 786     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 787     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 788     Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 789     Inside       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 790     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 791     Corner       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 792    CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 793     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 794     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 795     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 796     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 797     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 798     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 799     Corner       Gtl        SWISU      Feedr       Norm     1Fam     1.5Fin
## 800     Inside       Mod      ClearCr      Feedr       Norm     1Fam     2Story
## 801     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 802     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 803     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 804     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 805        FR2       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 806     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 807     Inside       Gtl      BrkSide       Norm       Norm     1Fam     2Story
## 808     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 809     Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 810     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 811     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 812     Inside       Mod       IDOTRR       Norm       Norm     1Fam     1Story
## 813     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 814     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 815    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 816     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 817    CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 818     Inside       Gtl      ClearCr       Norm       Norm     1Fam       SLvl
## 819     Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 820    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 821     Inside       Mod      OldTown       Norm       Norm   2fmCon     1Story
## 822     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 823     Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 824     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 825     Inside       Gtl      NridgHt       PosN       PosN     1Fam     1Story
## 826     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Unf
## 827     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 828    CulDSac       Sev      ClearCr       Norm       Norm     1Fam     2Story
## 829     Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 830     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 831     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 832    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 833     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 834     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 835     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 836     Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 837     Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 838     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 839     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 840     Inside       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 841     Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 842     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 843     Corner       Gtl        NAmes     Artery       Norm   Duplex     1Story
## 844     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 845    CulDSac       Gtl       Sawyer       RRAe       Norm     1Fam     SFoyer
## 846     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 847    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 848     Inside       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 849        FR2       Gtl      Veenker      Feedr       Norm     1Fam       SLvl
## 850     Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 851     Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 852     Inside       Gtl      Crawfor       Norm       Norm     1Fam     2.5Unf
## 853     Corner       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 854     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 855     Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 856     Inside       Mod      CollgCr       Norm       Norm     1Fam       SLvl
## 857     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 858     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 859     Corner       Gtl       NWAmes       PosA       Norm     1Fam     2Story
## 860     Corner       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 861     Inside       Gtl       Sawyer       Norm       Norm   2fmCon     1Story
## 862     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 863     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 864     Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 865     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 866     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 867     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 868     Corner       Gtl      Gilbert      Feedr       Norm     1Fam     2Story
## 869     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 870     Inside       Gtl        NAmes       PosN       Norm     1Fam     1Story
## 871     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 872     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 873     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 874     Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 875     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 876     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 877     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 878     Inside       Gtl       Sawyer       Norm       Norm     1Fam     SFoyer
## 879    CulDSac       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 880     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 881    CulDSac       Gtl       Timber       Norm       Norm     1Fam     1.5Fin
## 882     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 883     Inside       Gtl        SWISU       Norm       Norm     1Fam     2.5Fin
## 884     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 885    CulDSac       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 886     Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 887     Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 888     Inside       Mod        NAmes       Norm       Norm     1Fam     1Story
## 889     Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 890     Corner       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 891     Inside       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 892     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 893     Inside       Gtl       Sawyer       PosN       Norm     1Fam     1Story
## 894     Inside       Gtl      SawyerW       Norm       Norm   Duplex     1Story
## 895     Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 896     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 897     Inside       Gtl      SawyerW      Feedr       Norm   Duplex     2Story
## 898     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 899     Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 900     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 901     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 902     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 903    CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 904     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 905     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 906     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 907     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 908     Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 909     Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 910     Corner       Gtl        NAmes      Feedr       Norm   Duplex     2Story
## 911    CulDSac       Mod      CollgCr       Norm       Norm     1Fam     1Story
## 912     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 913     Inside       Gtl      Crawfor       Norm       Norm   Duplex     2Story
## 914     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 915     Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 916     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 917     Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 918     Corner       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 919     Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 920     Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 921     Inside       Gtl      Edwards      Feedr       Norm   Duplex     1.5Fin
## 922     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     1Story
## 923     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 924     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 925     Corner       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 926     Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 927     Inside       Gtl       NWAmes      Feedr       Norm     1Fam     2Story
## 928     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 929     Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 930     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 931     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 932     Corner       Gtl      Somerst       RRNn       Norm     1Fam     1Story
## 933        FR2       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 934     Inside       Mod        NAmes       PosA       Norm     1Fam     1Story
## 935     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 936     Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 937     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 938     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 939     Inside       Gtl      ClearCr       Norm       Norm     1Fam     2Story
## 940     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 941        FR2       Gtl      Gilbert       RRNn       Norm     1Fam     2Story
## 942     Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 943     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1Story
## 944    CulDSac       Gtl       Timber       Norm       Norm     1Fam       SLvl
## 945     Corner       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 946     Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 947     Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 948     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 949     Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 950     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 951     Corner       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 952     Inside       Gtl      CollgCr       Norm       Norm     1Fam     SFoyer
## 953     Inside       Mod      Mitchel       Norm       Norm     1Fam     2Story
## 954    CulDSac       Gtl      Edwards       Norm       Norm   Duplex     SFoyer
## 955     Inside       Gtl      Crawfor       Norm       Norm   Duplex     2Story
## 956     Inside       Gtl      Blueste       Norm       Norm   TwnhsE     2Story
## 957     Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 958     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 959        FR2       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 960     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 961     Corner       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 962     Corner       Gtl      NPkVill       Norm       Norm   TwnhsE     2Story
## 963     Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 964     Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 965     Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 966     Inside       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 967     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 968     Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 969     Inside       Gtl        NAmes       Norm       Norm   2fmCon       SLvl
## 970     Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 971     Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 972     Inside       Gtl      SawyerW       Norm       Norm   TwnhsE     1Story
## 973     Corner       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 974     Corner       Gtl      BrkSide       RRAn      Feedr     1Fam     2Story
## 975        FR2       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 976     Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 977     Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 978     Inside       Mod      Edwards       Norm       Norm     1Fam     1Story
## 979     Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 980     Corner       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 981     Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 982     Inside       Gtl      Blmngtn       Norm       Norm     1Fam     1Story
## 983     Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 984     Inside       Gtl      Mitchel       Norm       Norm   Duplex     1.5Fin
## 985     Inside       Gtl      Edwards       Norm       Norm   2fmCon     1Story
## 986     Corner       Gtl      OldTown      Feedr       Norm     1Fam     1.5Fin
## 987     Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 988     Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 989     Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 990     Inside       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 991     Corner       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 992     Inside       Mod        NAmes       Norm       Norm     1Fam     2Story
## 993     Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 994        FR2       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 995     Inside       Mod      BrkSide      Feedr       Norm     1Fam     1.5Fin
## 996     Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 997     Inside       Gtl       NWAmes       PosA       Norm     1Fam     1Story
## 998     Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 999     Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1000    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1001    Corner       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1002    Inside       Gtl      Somerst       RRAn       Norm     1Fam     1Story
## 1003    Corner       Gtl       NWAmes      Feedr       RRAn   Duplex     1Story
## 1004    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1005    Inside       Gtl      CollgCr       Norm       Norm     1Fam       SLvl
## 1006    Inside       Gtl        NAmes       PosN       Norm     1Fam     1Story
## 1007    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1008   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1009    Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 1010    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1.5Fin
## 1011    Inside       Gtl      Edwards       Norm       Norm   Duplex     1Story
## 1012    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1013    Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1014    Inside       Gtl        NAmes     Artery       Norm     1Fam     1Story
## 1015    Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 1016    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1017   CulDSac       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1018       FR2       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1019    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1020    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1021    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1022    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1023    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1024    Corner       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1025    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1026    Inside       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 1027    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1028    Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 1029    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1030    Inside       Gtl        SWISU       Norm       Norm   2fmCon     2Story
## 1031    Corner       Gtl        SWISU       Norm       Norm     1Fam     2.5Fin
## 1032    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1033    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1034    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1035   CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1036    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1037    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1038    Inside       Gtl      MeadowV       Norm       Norm    Twnhs     2Story
## 1039    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     SFoyer
## 1040    Corner       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1041    Inside       Gtl       NWAmes      Feedr       Norm     1Fam     2Story
## 1042    Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 1043    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1044    Inside       Gtl       NWAmes       PosN       Norm     1Fam     1Story
## 1045   CulDSac       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1046    Inside       Gtl      StoneBr       Norm       Norm     1Fam     2Story
## 1047    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1048    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1049    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1050    Inside       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 1051    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1052    Corner       Gtl        NAmes     Artery       Norm     1Fam     2Story
## 1053    Inside       Mod      Edwards       Norm       Norm     1Fam     1Story
## 1054    Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1055    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1056    Inside       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1057       FR2       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1058    Inside       Gtl      NridgHt       Norm       Norm     1Fam     2Story
## 1059    Corner       Mod      Crawfor       Norm       Norm     1Fam     1.5Fin
## 1060    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1061    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 1062    Inside       Gtl      OldTown       Norm       Norm   2fmCon     2Story
## 1063    Inside       Gtl      OldTown     Artery       Norm     1Fam     1Story
## 1064   CulDSac       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1065    Inside       Mod      ClearCr       Norm       Norm     1Fam     2Story
## 1066    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1067    Inside       Mod        NAmes       Norm       Norm     1Fam     2Story
## 1068    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1069    Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Unf
## 1070    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1071    Inside       Gtl       NWAmes       RRAn       Norm     1Fam     2Story
## 1072    Inside       Gtl      Edwards     Artery       Norm     1Fam     1.5Fin
## 1073    Corner       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 1074    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1075    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1076    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1077    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1078    Inside       Gtl      CollgCr       Norm       Norm   TwnhsE     1Story
## 1079    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1080    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1081    Corner       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1082    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1083    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1084    Corner       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1085    Inside       Gtl      SawyerW       Norm       Norm     1Fam     SFoyer
## 1086    Inside       Gtl      MeadowV       Norm       Norm   TwnhsE     2Story
## 1087    Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 1088    Inside       Gtl      Edwards       Norm       Norm    Twnhs     2Story
## 1089    Inside       Gtl      Somerst       Norm       Norm   TwnhsE     1Story
## 1090    Corner       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 1091    Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 1092    Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 1093    Corner       Gtl        NAmes      Feedr       Norm     1Fam     1Story
## 1094    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1095    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1096    Inside       Gtl       IDOTRR       Norm       Norm     1Fam     2Story
## 1097    Inside       Gtl      StoneBr       Norm       Norm   TwnhsE     1Story
## 1098    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1099    Inside       Gtl       NWAmes       RRAn       Norm     1Fam     1Story
## 1100    Inside       Gtl        SWISU       Norm       Norm     1Fam     1Story
## 1101    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1102    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1103    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1104    Inside       Gtl       BrDale       Norm       Norm   TwnhsE     2Story
## 1105    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1106    Corner       Gtl      SawyerW      Feedr       Norm     1Fam     1Story
## 1107   CulDSac       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1108    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1109    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1110    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1111    Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 1112    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1113    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1114    Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1115    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1116    Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1117       FR2       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1118    Inside       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 1119    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1120    Inside       Mod       IDOTRR       Norm       Norm     1Fam     1Story
## 1121    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1122    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1123    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1124    Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1125    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1126    Inside       Gtl      Blmngtn       Norm       Norm   TwnhsE     1Story
## 1127    Corner       Gtl      Gilbert       Norm       Norm     1Fam     1Story
## 1128    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1129    Inside       Gtl      OldTown       Norm       Norm   Duplex     SFoyer
## 1130    Inside       Gtl        SWISU       Norm       Norm     1Fam     1.5Fin
## 1131    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1132    Inside       Gtl      OldTown       Norm       Norm     1Fam     2Story
## 1133    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1134    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1135    Corner       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 1136    Inside       Gtl        NAmes       Norm       Norm     1Fam     1.5Fin
## 1137    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1.5Fin
## 1138    Inside       Mod      Mitchel       Norm       Norm     1Fam     1Story
## 1139    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1Story
## 1140    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1141   CulDSac       Gtl       NWAmes       PosN       Norm     1Fam     2Story
## 1142    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1143    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1144    Inside       Gtl      Edwards       Norm       Norm   2fmCon     1.5Fin
## 1145    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1146    Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1147    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1148    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1149    Inside       Gtl      OldTown     Artery       Norm     1Fam     2Story
## 1150    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1151    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1152    Inside       Gtl      Crawfor       Norm       Norm     1Fam     1Story
## 1153    Corner       Gtl       IDOTRR       Norm       Norm     1Fam     1Story
## 1154    Inside       Gtl        NAmes       Norm       Norm     1Fam     2Story
## 1155    Corner       Gtl      Veenker       Norm       Norm     1Fam     1Story
## 1156    Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 1157    Inside       Gtl      NridgHt       Norm       Norm    Twnhs     1Story
## 1158       FR2       Gtl      Somerst      Feedr       Norm     1Fam     1Story
## 1159    Inside       Gtl       NWAmes       Norm       Norm     1Fam     2Story
## 1160    Inside       Gtl      NPkVill       Norm       Norm    Twnhs     2Story
## 1161   CulDSac       Gtl      Crawfor       PosN       Norm     1Fam     1Story
## 1162    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1163    Inside       Gtl       Sawyer      Feedr       Norm   Duplex     SFoyer
## 1164       FR2       Gtl      Veenker      Feedr       Norm     1Fam       SLvl
## 1165    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1166    Corner       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1167    Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1168    Corner       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 1169   CulDSac       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1170    Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 1171    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1172    Inside       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
## 1173    Inside       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 1174    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1175    Inside       Gtl      NoRidge       Norm       Norm     1Fam     1.5Fin
## 1176   CulDSac       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1177    Inside       Gtl      OldTown     Artery       Norm     1Fam     1.5Fin
## 1178       FR2       Gtl      Crawfor       Norm       Norm     1Fam     1.5Fin
## 1179    Corner       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1180    Corner       Gtl       Timber       Norm       Norm     1Fam     2Story
## 1181    Inside       Mod      Crawfor       Norm       Norm   TwnhsE     1Story
## 1182    Corner       Gtl      NoRidge       Norm       Norm     1Fam     2Story
## 1183    Inside       Gtl      OldTown       Norm       Norm     1Fam     1Story
## 1184    Inside       Mod       Timber       Norm       Norm     1Fam     1Story
## 1185    Inside       Gtl      Edwards       Norm       Norm     1Fam     1.5Fin
## 1186    Corner       Mod      OldTown     Artery     Artery   2fmCon     2Story
## 1187    Corner       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 1188    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1189    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1190    Inside       Mod      Mitchel       Norm       Norm   2fmCon     1Story
## 1191    Inside       Gtl      Somerst       Norm       Norm    Twnhs     2Story
## 1192    Inside       Gtl      OldTown       Norm       Norm     1Fam     1.5Fin
## 1193       FR2       Gtl      Mitchel       Norm       Norm   TwnhsE     1Story
## 1194    Corner       Gtl       Sawyer       Norm       Norm     1Fam     2Story
## 1195    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1196    Inside       Gtl      Gilbert       Norm       Norm     1Fam     2Story
## 1197    Corner       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 1198    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1199    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1200    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1201    Corner       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1202    Corner       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1203    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1204    Inside       Gtl       NWAmes       Norm       Norm     1Fam     1Story
## 1205   CulDSac       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1206    Inside       Gtl      SawyerW       Norm       Norm     1Fam     1Story
## 1207    Inside       Gtl      CollgCr       Norm       Norm     1Fam     1Story
## 1208    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1209   CulDSac       Gtl      Somerst       RRNn       Norm     1Fam     1Story
## 1210    Inside       Gtl      SawyerW       Norm       Norm     1Fam     2Story
## 1211    Inside       Mod      Gilbert       Norm       Norm     1Fam     1.5Fin
## 1212    Inside       Gtl      Edwards       Norm       Norm     1Fam     1Story
## 1213   CulDSac       Gtl       Sawyer       Norm       Norm     1Fam       SLvl
## 1214    Inside       Gtl        NAmes       Norm       Norm     1Fam     SFoyer
## 1215    Inside       Gtl       Sawyer       Norm       Norm     1Fam     1Story
## 1216    Inside       Gtl       Sawyer       RRAe       Norm   Duplex     1.5Fin
## 1217    Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 1218    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1219    Inside       Gtl       BrDale       Norm       Norm    Twnhs     2Story
## 1220    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1221    Inside       Gtl       Sawyer      Feedr       Norm     1Fam     1Story
## 1222    Inside       Gtl        NAmes     Artery       Norm     1Fam     1.5Fin
## 1223    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1224    Inside       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1225    Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 1226   CulDSac       Gtl      Somerst      Feedr       Norm     1Fam     2Story
## 1227    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1228    Corner       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1229    Inside       Gtl        NAmes       Norm       Norm     1Fam       SLvl
## 1230    Inside       Gtl       Sawyer      Feedr       RRAe   Duplex     1.5Fin
## 1231    Inside       Gtl        NAmes       Norm       Norm   Duplex       SLvl
## 1232       FR2       Gtl        NAmes       Norm       Norm   Duplex     1Story
## 1233    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1234    Inside       Gtl        SWISU       Norm       Norm     1Fam     2Story
## 1235    Inside       Gtl      Crawfor       Norm       Norm     1Fam     2Story
## 1236    Inside       Gtl      NridgHt       Norm       Norm    Twnhs     2Story
## 1237       FR2       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1238    Inside       Gtl      SawyerW       RRAe       Norm     1Fam     1Story
## 1239    Inside       Gtl       Timber       Norm       Norm     1Fam     1Story
## 1240    Inside       Gtl      CollgCr       Norm       Norm     1Fam     2Story
## 1241    Inside       Gtl      Somerst       Norm       Norm     1Fam     1Story
## 1242    Inside       Gtl       NWAmes       Norm       Norm     1Fam     SFoyer
## 1243    Inside       Gtl      NridgHt       Norm       Norm     1Fam     1Story
## 1244    Corner       Mod      Crawfor       Norm       Norm     1Fam     2Story
## 1245    Inside       Gtl       NWAmes       Norm       Norm     1Fam       SLvl
## 1246    Inside       Gtl      Somerst       Norm       Norm     1Fam     2Story
## 1247    Inside       Gtl      Mitchel       Norm       Norm     1Fam       SLvl
## 1248    Inside       Gtl      OldTown       Norm       Norm     1Fam     2.5Unf
## 1249    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1250    Corner       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1251    Corner       Gtl      NridgHt       Norm       Norm   TwnhsE     1Story
## 1252    Inside       Gtl      Mitchel       Norm       Norm     1Fam     1Story
## 1253    Inside       Gtl      Veenker       Norm       Norm     1Fam     2Story
## 1254    Inside       Gtl      Edwards       Norm       Norm     1Fam     2Story
## 1255    Inside       Gtl      BrkSide       Norm       Norm     1Fam     1.5Fin
## 1256    Corner       Gtl      NoRidge       Norm       Norm     1Fam     1Story
## 1257    Corner       Gtl      Edwards      Feedr       Norm     1Fam     1Story
## 1258    Inside       Gtl      Gilbert       Norm       Norm     1Fam       SLvl
## 1259       FR2       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1260   CulDSac       Gtl      Gilbert       RRAn       Norm     1Fam     2Story
## 1261    Inside       Gtl        NAmes       Norm       Norm     1Fam     1Story
## 1262    Inside       Gtl      ClearCr       Norm       Norm     1Fam     1.5Fin
## 1263    Inside       Gtl      BrkSide       Norm       Norm     1Fam     2Story
## 1264    Inside       Gtl        NAmes       Norm       Norm   TwnhsE     1Story
## 1265       FR3       Gtl      Somerst       Norm       Norm   TwnhsE     2Story
##      OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle RoofMatl
## 1              7           5      2003         2003     Gable  CompShg
## 2              6           8      1976         1976     Gable  CompShg
## 3              7           5      2001         2002     Gable  CompShg
## 4              7           5      1915         1970     Gable  CompShg
## 5              8           5      2000         2000     Gable  CompShg
## 6              5           5      1993         1995     Gable  CompShg
## 7              8           5      2004         2005     Gable  CompShg
## 8              7           6      1973         1973     Gable  CompShg
## 9              7           5      1931         1950     Gable  CompShg
## 10             5           6      1939         1950     Gable  CompShg
## 11             5           5      1965         1965       Hip  CompShg
## 12             9           5      2005         2006       Hip  CompShg
## 13             5           6      1962         1962       Hip  CompShg
## 14             7           5      2006         2007     Gable  CompShg
## 15             6           5      1960         1960       Hip  CompShg
## 16             7           8      1929         2001     Gable  CompShg
## 17             6           7      1970         1970     Gable  CompShg
## 18             4           5      1967         1967     Gable  CompShg
## 19             5           5      2004         2004     Gable  CompShg
## 20             5           6      1958         1965       Hip  CompShg
## 21             8           5      2005         2006     Gable  CompShg
## 22             7           7      1930         1950     Gable  CompShg
## 23             8           5      2002         2002       Hip  CompShg
## 24             5           7      1976         1976     Gable  CompShg
## 25             5           8      1968         2001     Gable  CompShg
## 26             8           5      2007         2007     Gable  CompShg
## 27             5           7      1951         2000     Gable  CompShg
## 28             8           5      2007         2008     Gable  CompShg
## 29             5           6      1957         1997     Gable  CompShg
## 30             4           6      1927         1950     Gable  CompShg
## 31             4           4      1920         1950   Gambrel  CompShg
## 32             5           6      1966         2006     Gable  CompShg
## 33             8           5      2007         2007     Gable  CompShg
## 34             5           5      1959         1959       Hip  CompShg
## 35             9           5      2005         2005       Hip  CompShg
## 36             8           5      2004         2005     Gable  CompShg
## 37             5           5      1994         1995     Gable  CompShg
## 38             5           6      1954         1990       Hip  CompShg
## 39             5           7      1953         2007     Gable  CompShg
## 40             4           5      1955         1955     Gable  CompShg
## 41             6           5      1965         1965     Gable  CompShg
## 42             5           6      1959         1959     Gable  CompShg
## 43             5           7      1983         1983     Gable  CompShg
## 44             5           6      1975         1980       Hip  CompShg
## 45             5           6      1959         1959     Gable  CompShg
## 46             9           5      2005         2005       Hip  CompShg
## 47             7           5      2003         2003     Gable  CompShg
## 48             8           5      2006         2006     Gable  CompShg
## 49             4           5      1920         2008     Gable  CompShg
## 50             5           7      1966         1966     Gable  CompShg
## 51             6           6      1997         1997     Gable  CompShg
## 52             6           6      1934         1950     Gable  CompShg
## 53             5           5      1963         1963     Gable  CompShg
## 54             9           5      1981         1987     Gable  WdShngl
## 55             5           5      1955         1955     Gable  CompShg
## 56             6           5      1964         1964     Gable  CompShg
## 57             8           5      1999         2000     Gable  CompShg
## 58             7           5      2004         2004     Gable  CompShg
## 59            10           5      2006         2006       Hip  CompShg
## 60             5           7      1972         1972     Gable  CompShg
## 61             6           5      2004         2004     Gable  CompShg
## 62             5           7      1920         1996     Gable  CompShg
## 63             8           5      2006         2006     Gable  CompShg
## 64             7           6      1921         1950     Gable  CompShg
## 65             7           5      1997         1998     Gable  CompShg
## 66             8           5      2004         2005     Gable  CompShg
## 67             7           5      1970         1989     Gable  CompShg
## 68             7           5      2003         2003     Gable  CompShg
## 69             4           6      1945         1950     Gable  CompShg
## 70             7           4      1953         1953     Gable  CompShg
## 71             7           6      1973         1973     Gable  CompShg
## 72             4           6      1982         2006     Gable  CompShg
## 73             7           5      1998         1998     Gable  CompShg
## 74             5           7      1954         2003     Gable  CompShg
## 75             3           6      1915         1950   Gambrel  CompShg
## 76             4           5      1973         1973     Gable  CompShg
## 77             4           7      1956         1956     Gable  CompShg
## 78             5           5      1948         2001     Gable  CompShg
## 79             4           5      1968         1968       Hip  CompShg
## 80             5           6      1910         1981     Gable  CompShg
## 81             6           6      1968         1968     Gable  CompShg
## 82             6           5      1998         1998       Hip  CompShg
## 83             8           5      2007         2007     Gable  CompShg
## 84             5           5      1960         1960     Gable  CompShg
## 85             7           5      1995         1996     Gable  CompShg
## 86             8           5      1991         1992       Hip  CompShg
## 87             6           5      2005         2005     Gable  CompShg
## 88             6           5      2009         2009     Gable  CompShg
## 89             3           2      1915         1982       Hip  CompShg
## 90             4           5      1994         1995     Gable  CompShg
## 91             4           5      1950         1950     Gable  CompShg
## 92             5           3      1961         1961       Hip  CompShg
## 93             5           7      1921         2006     Gable  CompShg
## 94             6           6      1910         1998       Hip  CompShg
## 95             6           5      1997         1997     Gable  CompShg
## 96             6           8      1993         1993     Gable  CompShg
## 97             7           5      1999         1999     Gable  CompShg
## 98             4           5      1965         1965       Hip  CompShg
## 99             5           5      1920         1950     Gable  CompShg
## 100            4           5      1959         1959     Gable  CompShg
## 101            6           7      1977         2001     Gable  CompShg
## 102            6           5      1985         1985     Gable  CompShg
## 103            5           5      1979         1979     Gable  CompShg
## 104            7           5      2009         2009     Gable  CompShg
## 105            7           4      1931         1950     Gable  CompShg
## 106            8           5      2003         2004       Hip  CompShg
## 107            4           7      1885         1995   Mansard  CompShg
## 108            5           5      1948         1950     Gable  CompShg
## 109            5           7      1919         2005     Gable  CompShg
## 110            6           6      1977         1977       Hip  CompShg
## 111            6           4      1954         1972     Gable  CompShg
## 112            7           5      2000         2000     Gable  CompShg
## 113            7           5      2007         2007     Gable  CompShg
## 114            6           5      1953         1953       Hip  CompShg
## 115            6           8      1945         2002   Gambrel  CompShg
## 116            6           5      1999         1999     Gable  CompShg
## 117            5           5      1962         1962     Gable  CompShg
## 118            5           5      2006         2007     Gable  CompShg
## 119            7           5      1990         1990       Hip  CompShg
## 120            6           5      2005         2006     Gable  CompShg
## 121            6           5      1969         1969      Flat    Metal
## 122            4           5      1939         1950     Gable  CompShg
## 123            6           7      1958         1958       Hip  CompShg
## 124            6           5      1993         1993     Gable  CompShg
## 125            6           5      1979         1998     Gable  CompShg
## 126            6           8      1935         1982     Gable  CompShg
## 127            6           5      1976         1976     Gable  CompShg
## 128            5           7      1930         1950     Gable  CompShg
## 129            6           5      1966         1966     Gable  CompShg
## 130            5           7      1958         1991     Gable  CompShg
## 131            7           6      1966         1966     Gable  CompShg
## 132            6           5      2000         2000     Gable  CompShg
## 133            5           6      1959         2002     Gable  CompShg
## 134            8           5      2001         2002     Gable  CompShg
## 135            5           6      1968         1993     Gable  CompShg
## 136            7           6      1970         1970       Hip  CompShg
## 137            5           5      1967         1967     Gable  CompShg
## 138            7           5      1988         1989     Gable  CompShg
## 139            8           5      1999         2000     Gable  CompShg
## 140            6           5      1997         1997     Gable  CompShg
## 141            4           5      1971         1971     Gable  CompShg
## 142            7           5      2005         2005     Gable  CompShg
## 143            5           4      1952         1952     Gable  CompShg
## 144            7           5      1999         1999     Gable  CompShg
## 145            5           5      1963         1963     Gable  CompShg
## 146            6           5      2004         2006     Gable  CompShg
## 147            5           7      1931         1993     Gable  CompShg
## 148            7           5      2001         2001     Gable  CompShg
## 149            7           5      2004         2005     Gable  CompShg
## 150            5           4      1936         1950     Gable  CompShg
## 151            5           6      1975         1975     Gable  CompShg
## 152            8           5      2007         2008       Hip  CompShg
## 153            6           5      1971         1971     Gable  CompShg
## 154            6           7      1960         1975      Flat  CompShg
## 155            6           5      1923         1950     Gable  CompShg
## 156            6           5      1924         1950     Gable  CompShg
## 157            5           7      1950         1950       Hip  CompShg
## 158            8           5      2009         2010     Gable  CompShg
## 159            7           5      2004         2005     Gable  CompShg
## 160            7           5      2005         2006     Gable  CompShg
## 161            6           6      1984         1984     Gable  CompShg
## 162            9           5      2003         2004     Gable  CompShg
## 163            7           5      2005         2005     Gable  CompShg
## 164            4           6      1956         1956     Gable  CompShg
## 165            6           7      1926         2004     Gable  CompShg
## 166            5           7      1940         1999     Gable  CompShg
## 167            5           5      1955         1993       Hip  CompShg
## 168            8           5      2007         2007     Gable  CompShg
## 169            7           5      2004         2004     Gable  CompShg
## 170            8           6      1981         1981       Hip  WdShake
## 171            5           6      1941         1950     Gable  CompShg
## 172            6           5      1960         1960       Hip  CompShg
## 173            7           7      1987         1987     Gable  CompShg
## 174            6           5      1961         1961     Gable  CompShg
## 175            6           5      1986         1986     Gable  CompShg
## 176            6           7      1950         2001     Gable  CompShg
## 177            6           5      1988         1989     Gable  CompShg
## 178            5           5      1958         1958     Gable  CompShg
## 179            9           5      2008         2009       Hip  CompShg
## 180            5           6      1923         2006     Gable  CompShg
## 181            6           5      2000         2000     Gable  CompShg
## 182            7           6      1920         1950     Gable  CompShg
## 183            5           6      1957         2006       Hip  CompShg
## 184            7           5      2003         2003     Gable  CompShg
## 185            5           8      1908         1991     Gable  CompShg
## 186           10           9      1892         1993     Gable  WdShngl
## 187            7           5      1990         1991     Gable  CompShg
## 188            5           7      1916         1987     Gable  CompShg
## 189            5           5      1979         1979     Gable  CompShg
## 190            8           5      2001         2002     Gable  CompShg
## 191            8           8      1932         1994       Hip  CompShg
## 192            7           9      1972         2004     Gable  CompShg
## 193            7           5      1999         1999     Gable  CompShg
## 194            7           5      2004         2004     Gable  CompShg
## 195            5           7      1972         1972       Hip  CompShg
## 196            6           6      1976         1976     Gable  CompShg
## 197            7           5      2007         2007       Hip  CompShg
## 198            8           4      1918         1990     Gable  CompShg
## 199            6           6      1912         1950     Gable  CompShg
## 200            8           5      2004         2005       Hip  CompShg
## 201            4           5      2003         2004     Gable  CompShg
## 202            6           6      1977         1977     Gable  CompShg
## 203            6           6      1924         1950     Gable  CompShg
## 204            6           5      2004         2004     Gable  CompShg
## 205            5           7      1947         1950     Gable  CompShg
## 206            7           5      1990         1990     Gable  CompShg
## 207            5           5      1962         1962     Gable  CompShg
## 208            4           5      1960         1960     Gable  CompShg
## 209            7           5      1988         1989     Gable  CompShg
## 210            6           7      1964         1964       Hip  CompShg
## 211            5           6      1925         1950     Gable  CompShg
## 212            6           5      2009         2009     Gable  CompShg
## 213            7           5      2009         2009     Gable  CompShg
## 214            5           5      1995         1995     Gable  CompShg
## 215            6           7      1977         1977     Gable  CompShg
## 216            5           6      1957         1996     Gable  CompShg
## 217            7           5      2004         2004     Gable  CompShg
## 218            4           4      1925         1950     Gable  CompShg
## 219            7           9      1939         2006     Gable  CompShg
## 220            7           5      2005         2006     Gable  CompShg
## 221            7           5      2006         2006     Gable  CompShg
## 222            6           5      2002         2002     Gable  CompShg
## 223            6           6      1975         1975     Gable  CompShg
## 224            4           6      1971         1971     Gable  CompShg
## 225           10           5      2003         2003       Hip  CompShg
## 226            5           5      1971         1971     Gable  CompShg
## 227            7           5      1995         1995     Gable  CompShg
## 228            6           6      1970         1970     Gable  CompShg
## 229            5           5      1967         1967     Gable  CompShg
## 230            7           5      2005         2006     Gable  CompShg
## 231            6           6      1959         1959       Hip  CompShg
## 232            8           5      1995         1996     Gable  CompShg
## 233            6           5      1972         1972     Gable  CompShg
## 234            5           6      1976         1976     Gable  CompShg
## 235            6           5      2002         2002     Gable  CompShg
## 236            6           3      1971         1971     Gable  CompShg
## 237            7           5      2004         2004     Gable  CompShg
## 238            7           7      1993         2003     Gable  CompShg
## 239            8           5      2007         2007       Hip  CompShg
## 240            6           4      1945         1950     Gable  CompShg
## 241            8           5      2008         2008     Gable  CompShg
## 242            5           9      1945         1997     Gable  CompShg
## 243            5           4      1900         1950     Gable  CompShg
## 244            6           6      1980         1980     Gable  CompShg
## 245            7           5      1994         2002     Gable  CompShg
## 246            7           5      1988         1988     Gable  CompShg
## 247            6           8      1910         1950     Gable  CompShg
## 248            6           5      1954         1954       Hip  CompShg
## 249            7           5      2003         2003     Gable  CompShg
## 250            6           7      1958         2006     Gable  CompShg
## 251            3           2      1940         1966     Gable  CompShg
## 252            8           5      2006         2007       Hip  CompShg
## 253            6           5      2004         2004     Gable  CompShg
## 254            6           7      1964         1991       Hip  CompShg
## 255            5           6      1957         1957     Gable  CompShg
## 256            7           5      1999         1999     Gable  CompShg
## 257            6           5      2003         2003     Gable  CompShg
## 258            7           5      2006         2006     Gable  CompShg
## 259            7           5      2001         2001     Gable  CompShg
## 260            5           5      1956         1956     Gable  CompShg
## 261            6           5      1962         1962     Gable  CompShg
## 262            8           5      2007         2007     Gable  CompShg
## 263            6           7      1977         1995     Gable  CompShg
## 264            5           7      1929         2001     Gable  CompShg
## 265            5           5      1925         2004     Gable  CompShg
## 266            6           6      1981         1981     Gable  CompShg
## 267            6           5      1997         1997     Gable  CompShg
## 268            5           8      1939         1997     Gable  CompShg
## 269            5           6      1940         1955     Gable  CompShg
## 270            6           7      1976         1976       Hip  CompShg
## 271            8           5      2006         2006     Gable  CompShg
## 272            7           7      1954         2005      Flat  Membran
## 273            8           7      1999         2007     Gable  CompShg
## 274            6           6      1958         1988       Hip  CompShg
## 275            5           7      1982         1982     Gable  CompShg
## 276            7           7      1925         2007     Gable  CompShg
## 277            7           5      2003         2003     Gable  CompShg
## 278            4           5      1951         1951     Gable  CompShg
## 279            9           5      2006         2007     Gable  CompShg
## 280            7           5      1977         1977       Hip  CompShg
## 281            7           6      1989         1989     Gable  CompShg
## 282            6           5      2006         2006     Gable  CompShg
## 283            7           5      2007         2008     Gable  CompShg
## 284            8           5      2008         2009     Gable  CompShg
## 285            6           5      1992         1992     Gable  CompShg
## 286            7           5      2006         2007     Gable  CompShg
## 287            6           7      1962         1981     Gable  CompShg
## 288            4           4      1971         1971     Gable  CompShg
## 289            5           5      1967         1967     Gable  CompShg
## 290            6           7      1915         2003     Gable  CompShg
## 291            8           5      2006         2006     Gable  CompShg
## 292            5           6      1912         2000     Gable  CompShg
## 293            5           4      1949         2008     Gable  CompShg
## 294            7           7      1977         1994     Gable  CompShg
## 295            6           5      1953         1953       Hip  CompShg
## 296            6           6      1984         1984     Gable  CompShg
## 297            5           5      1950         1950     Gable  CompShg
## 298            7           5      1997         1998       Hip  CompShg
## 299            6           6      1968         1968   Mansard  CompShg
## 300            6           8      1950         2004     Gable  CompShg
## 301            5           5      1953         1953       Hip  CompShg
## 302            8           5      1998         1999     Gable  CompShg
## 303            7           5      2001         2002     Gable  CompShg
## 304            5           7      1972         1972     Gable  CompShg
## 305            7           9      1880         2002     Gable  CompShg
## 306            8           5      2004         2005     Gable  CompShg
## 307            7           5      1990         1991     Gable  CompShg
## 308            6           7      1920         1950     Gable  CompShg
## 309            4           5      1940         1950     Gable  CompShg
## 310            9           5      2003         2004     Gable  CompShg
## 311            6           5      1993         1994     Gable  CompShg
## 312            6           6      1948         2002     Gable  CompShg
## 313            5           7      1939         1950     Gable  CompShg
## 314            7           5      1965         1965       Hip  CompShg
## 315            7           7      1925         1990     Gable  CompShg
## 316            7           5      2004         2005     Gable  CompShg
## 317            7           7      1980         1980     Gable  CompShg
## 318            8           5      2006         2006     Gable  CompShg
## 319            7           5      1993         1993     Gable  CompShg
## 320            7           5      1980         1980     Gable  CompShg
## 321            9           5      2006         2006     Gable  CompShg
## 322            8           5      2004         2004     Gable  CompShg
## 323            7           5      1986         1987     Gable  CompShg
## 324            3           8      1955         2005     Gable  CompShg
## 325            7           7      1967         2007   Mansard  WdShake
## 326            5           6      1941         1950     Gable  CompShg
## 327            8           5      1993         1993     Gable  CompShg
## 328            6           5      1960         1960       Hip  CompShg
## 329            6           6      1916         1994     Gable  CompShg
## 330            5           5      1920         1950     Gable  CompShg
## 331            5           4      1964         1964     Gable  CompShg
## 332            5           6      1958         1992     Gable  CompShg
## 333            8           5      2003         2004     Gable  CompShg
## 334            7           5      2004         2004     Gable  CompShg
## 335            6           5      1998         1998     Gable  CompShg
## 336            5           6      1965         1965     Gable  CompShg
## 337            9           5      2005         2006       Hip  CompShg
## 338            7           5      2002         2003     Gable  CompShg
## 339            7           7      1984         1998     Gable  CompShg
## 340            6           7      1958         1998       Hip  CompShg
## 341            8           5      2002         2002     Gable  CompShg
## 342            4           4      1950         1950     Gable  CompShg
## 343            3           4      1949         1950     Gable  CompShg
## 344            9           5      2005         2005       Hip  CompShg
## 345            5           3      1976         1976     Gable  CompShg
## 346            6           5      1939         1950     Gable  CompShg
## 347            6           8      1960         1998       Hip  CompShg
## 348            6           5      1960         1960     Gable  CompShg
## 349            7           5      2003         2004     Gable  CompShg
## 350            9           5      2005         2006       Hip  CompShg
## 351            9           5      2007         2007       Hip  CompShg
## 352            7           5      1986         1986     Gable  CompShg
## 353            5           6      1941         1950     Gable  CompShg
## 354            6           8      1928         2003     Gable  CompShg
## 355            6           5      1940         2000     Gable  CompShg
## 356            6           5      1995         1995     Gable  CompShg
## 357            6           6      1992         1992     Gable  CompShg
## 358            5           5      1976         1976     Gable  CompShg
## 359            5           4      1958         1958       Hip  CompShg
## 360            8           5      1998         1998     Gable  CompShg
## 361            6           6      1978         1978     Gable  CompShg
## 362            5           5      1940         1982     Gable  CompShg
## 363            7           5      2003         2003     Gable  CompShg
## 364            6           8      1972         2007     Gable  CompShg
## 365            6           5      1976         1976     Gable  CompShg
## 366            5           7      1920         1997       Hip  CompShg
## 367            6           5      1963         1963     Gable  CompShg
## 368            6           5      1962         1962     Gable  Tar&Grv
## 369            5           6      1954         1954     Gable  CompShg
## 370            5           7      1959         2006     Gable  CompShg
## 371            6           5      2000         2000     Gable  CompShg
## 372            4           4      1959         1959     Gable  CompShg
## 373            6           5      1984         1984     Gable  CompShg
## 374            5           6      1953         1953     Gable  CompShg
## 375            7           5      2003         2004     Gable  CompShg
## 376            1           1      1922         1950     Gable  CompShg
## 377            5           5      1996         1996     Gable  CompShg
## 378            8           5      2004         2005     Gable  CompShg
## 379            9           2      2010         2010       Hip  CompShg
## 380            6           5      2000         2000     Gable  CompShg
## 381            5           6      1924         1950     Gable  CompShg
## 382            7           5      2006         2006     Gable  CompShg
## 383            7           5      2006         2006     Gable  CompShg
## 384            6           3      1928         1950     Gable  CompShg
## 385            6           5      1992         1992     Gable  CompShg
## 386            8           5      2004         2005     Gable  CompShg
## 387            5           3      1910         1996   Gambrel  CompShg
## 388            6           6      1976         1976       Hip  CompShg
## 389            7           5      1999         2000     Gable  CompShg
## 390           10           5      2007         2008     Gable  CompShg
## 391            5           8      1900         1950     Gable  CompShg
## 392            6           5      2001         2002     Gable  CompShg
## 393            5           7      1959         1959     Gable  CompShg
## 394            4           5      1941         1950     Gable  CompShg
## 395            5           6      1940         1950     Gable  CompShg
## 396            5           6      1956         1956     Gable  CompShg
## 397            5           5      1972         1972       Hip  CompShg
## 398            5           5      1962         1962     Gable  CompShg
## 399            5           2      1920         1950     Gable  CompShg
## 400            7           5      2006         2007     Gable  CompShg
## 401            8           5      1996         1996     Gable  CompShg
## 402            7           5      2005         2005     Gable  CompShg
## 403            5           8      1940         1997     Gable  CompShg
## 404            8           5      1998         1998       Hip  CompShg
## 405            6           5      1995         1996     Gable  CompShg
## 406            4           4      1976         1993     Gable  CompShg
## 407            6           5      1936         1950     Gable  CompShg
## 408            6           7      1915         1976     Gable  CompShg
## 409            7           5      2006         2006     Gable  CompShg
## 410            8           5      2007         2008     Gable  CompShg
## 411            5           3      1958         1958     Gable  CompShg
## 412            5           5      1955         1955       Hip  CompShg
## 413            7           5      2009         2009     Gable  CompShg
## 414            5           6      1927         1950     Gable  CompShg
## 415            7           5      1993         1993     Gable  CompShg
## 416            7           5      2007         2007     Gable  CompShg
## 417            6           7      1978         1978       Hip  CompShg
## 418            6           6      1918         1950       Hip  CompShg
## 419            5           6      1940         1950     Gable  CompShg
## 420            5           6      1968         1968     Gable  CompShg
## 421            7           5      1997         1998     Gable  CompShg
## 422            6           7      1977         2000     Gable  CompShg
## 423            5           5      1954         1954       Hip  CompShg
## 424            8           5      1998         1998     Gable  CompShg
## 425            6           5      1956         1956     Gable  CompShg
## 426            7           8      1946         1992     Gable  CompShg
## 427            7           5      1989         1989     Gable  CompShg
## 428            4           6      1957         1957       Hip  CompShg
## 429            7           5      2007         2007     Gable  CompShg
## 430            6           5      1988         1988     Gable  CompShg
## 431            6           5      1971         1971     Gable  CompShg
## 432            6           7      1920         1998     Gable  CompShg
## 433            5           5      1971         1971     Gable  CompShg
## 434            6           5      1997         1998     Gable  CompShg
## 435            4           7      1972         1972     Gable  CompShg
## 436            7           6      1996         1996     Gable  CompShg
## 437            6           8      1920         1950     Gable  CompShg
## 438            6           7      1926         2004     Gable  CompShg
## 439            5           6      1913         2002     Gable  CompShg
## 440            6           8      1920         2000     Gable  CompShg
## 441           10           5      2008         2008       Hip  CompShg
## 442            4           4      1955         1955     Gable  CompShg
## 443            5           7      1930         1992     Gable  CompShg
## 444            7           5      2006         2007     Gable  CompShg
## 445            7           5      1994         1995     Gable  CompShg
## 446            6           5      1956         1956       Hip  CompShg
## 447            6           6      1966         2002     Gable  CompShg
## 448            7           5      1998         1999     Gable  CompShg
## 449            6           6      1937         1950     Gable  CompShg
## 450            3           7      1948         2002     Gable  CompShg
## 451            6           8      1930         2005       Hip  CompShg
## 452            7           5      1975         1975     Gable  WdShngl
## 453            6           5      1996         1997       Hip  CompShg
## 454            8           5      2008         2008     Gable  CompShg
## 455            5           5      1976         1976     Gable  CompShg
## 456            7           6      1973         1973       Hip  CompShg
## 457            5           5      1916         1950     Gable  CompShg
## 458            4           6      1954         1994      Flat  Tar&Grv
## 459            8           7      1925         1996       Hip  CompShg
## 460            5           4      1950         1950     Gable  CompShg
## 461            8           5      2009         2009     Gable  CompShg
## 462            7           9      1936         2007     Gable  CompShg
## 463            5           5      1965         1965     Gable  CompShg
## 464            6           7      1934         1995       Hip  CompShg
## 465            5           5      1978         1978     Gable  CompShg
## 466            7           5      2004         2004       Hip  CompShg
## 467            7           5      1970         1970      Flat  Tar&Grv
## 468            5           7      1942         1995     Gable  CompShg
## 469            8           5      2006         2006     Gable  CompShg
## 470            6           5      1993         1993     Gable  CompShg
## 471            8           5      1985         1985     Gable  CompShg
## 472            7           6      1977         1977   Mansard  WdShake
## 473            6           5      2005         2005     Gable  CompShg
## 474            8           5      2006         2007     Gable  CompShg
## 475            8           5      2000         2000     Gable  CompShg
## 476            5           6      1963         1963       Hip  CompShg
## 477            6           5      1997         1998     Gable  CompShg
## 478            9           5      2006         2006       Hip  CompShg
## 479            8           5      2007         2008       Hip  CompShg
## 480            4           7      1937         2000       Hip  CompShg
## 481            9           5      2004         2005       Hip  CompShg
## 482            9           5      2003         2004       Hip  CompShg
## 483            7           8      1915         2005     Gable  CompShg
## 484            6           5      1998         1998       Hip  CompShg
## 485            5           7      1962         2001     Gable  CompShg
## 486            5           7      1950         2007     Gable  CompShg
## 487            5           7      1965         1965       Hip  CompShg
## 488            5           6      1971         1971     Gable  CompShg
## 489            5           4      1900         1970     Gable  CompShg
## 490            4           8      1970         2002     Gable  CompShg
## 491            5           6      1976         1976     Gable  CompShg
## 492            6           7      1941         1950     Gable  CompShg
## 493            6           5      2006         2006     Gable  CompShg
## 494            5           6      1960         1960     Gable  CompShg
## 495            5           8      1938         1996     Gable  CompShg
## 496            4           5      1920         1950     Gable  CompShg
## 497            8           5      1992         1993       Hip  CompShg
## 498            7           6      1925         1950     Gable  CompShg
## 499            5           7      1967         2004       Hip  CompShg
## 500            5           7      1958         1985     Gable  CompShg
## 501            6           5      1973         1973     Gable  CompShg
## 502            7           5      2005         2005     Gable  CompShg
## 503            5           7      1965         1965       Hip  CompShg
## 504            7           8      1959         1997     Gable  CompShg
## 505            6           5      1974         1974     Gable  CompShg
## 506            5           5      1952         1952       Hip  CompShg
## 507            8           5      1993         1994     Gable  CompShg
## 508            6           5      2009         2009     Gable  CompShg
## 509            7           9      1928         2005   Gambrel  CompShg
## 510            5           6      1959         1959     Gable  CompShg
## 511            5           7      1951         2000       Hip  CompShg
## 512            7           5      2005         2006     Gable  CompShg
## 513            5           5      1958         1958     Gable  CompShg
## 514            6           5      1983         1983     Gable  CompShg
## 515            5           5      1926         1950     Gable  CompShg
## 516           10           5      2009         2009       Hip  CompShg
## 517            6           6      1972         1972     Gable  CompShg
## 518            7           5      1996         1997     Gable  CompShg
## 519            6           5      1998         1998     Gable  CompShg
## 520            7           9      1926         2004   Gambrel  CompShg
## 521            4           7      1900         2000     Gable  CompShg
## 522            6           6      1957         1957     Gable  CompShg
## 523            6           7      1947         1950     Gable  CompShg
## 524            7           5      1996         1997     Gable  CompShg
## 525            7           5      2005         2005     Gable  CompShg
## 526            5           7      1956         2000       Hip  CompShg
## 527            9           5      2008         2008       Hip  CompShg
## 528            4           7      1920         2002     Gable  CompShg
## 529            6           3      1957         1975       Hip  CompShg
## 530            6           5      1988         1989     Gable  CompShg
## 531            6           8      1920         1999     Gable  CompShg
## 532            5           7      1955         2007     Gable  CompShg
## 533            1           3      1946         1950     Gable  CompShg
## 534            8           5      2004         2004     Gable  CompShg
## 535            5           7      1910         1991     Gable  CompShg
## 536            7           5      1998         1999     Gable  CompShg
## 537            4           5      1972         1972       Hip  CompShg
## 538            5           5      1968         1968       Hip  CompShg
## 539            8           5      2001         2002     Gable  CompShg
## 540            9           5      2006         2006       Hip  CompShg
## 541            8           5      2000         2000     Gable  CompShg
## 542            7           5      1998         1999       Hip  CompShg
## 543            7           5      1998         1998     Gable  CompShg
## 544            7           5      2006         2006     Gable  CompShg
## 545            7           5      1988         1988     Gable  CompShg
## 546            6           7      1923         1950     Gable  CompShg
## 547            5           7      1970         1970     Gable  CompShg
## 548            5           7      1955         1995     Gable  CompShg
## 549            7           5      2003         2004     Gable  CompShg
## 550            6           6      1977         1977     Gable  CompShg
## 551            5           6      1957         1957       Hip  CompShg
## 552            8           5      2006         2006     Gable  CompShg
## 553            4           5      1949         2003     Gable  CompShg
## 554            7           5      2003         2004     Gable  CompShg
## 555            5           6      1922         1950     Gable  CompShg
## 556            5           5      1957         1957     Gable  CompShg
## 557            4           6      1920         1950     Gable  CompShg
## 558            7           5      1996         1997     Gable  CompShg
## 559            7           5      2003         2004     Gable  CompShg
## 560            5           6      1957         1996       Hip  CompShg
## 561            5           5      1974         1975     Gable  CompShg
## 562            5           6      1940         1969     Gable  CompShg
## 563            6           7      1918         1950     Gable  CompShg
## 564            7           5      1992         2000     Gable  CompShg
## 565            6           4      1915         1950     Gable  CompShg
## 566            9           5      2005         2007       Hip  CompShg
## 567            7           5      2004         2004     Gable  CompShg
## 568            8           8      1983         2009     Gable  CompShg
## 569            5           5      1979         1979     Gable  CompShg
## 570            5           5      1965         1965     Gable  CompShg
## 571            6           6      1959         1959     Gable  CompShg
## 572            7           5      2009         2009     Gable  CompShg
## 573            7           5      2000         2000     Gable  CompShg
## 574            5           7      1971         2005   Gambrel  CompShg
## 575            5           5      1947         1950     Gable  CompShg
## 576            7           7      1928         1950     Gable  CompShg
## 577            5           6      1966         1966     Gable  CompShg
## 578            7           5      2007         2007     Gable  CompShg
## 579            5           5      1954         1954     Gable  CompShg
## 580            6           6      1960         1987     Gable  CompShg
## 581            8           5      2008         2009       Hip  CompShg
## 582            6           5      1990         1990     Gable  CompShg
## 583           10           9      1893         2000     Gable  CompShg
## 584            4           7      1935         1995     Gable  CompShg
## 585            8           5      2005         2006       Hip  CompShg
## 586            6           7      1918         2000     Gable  CompShg
## 587            5           6      1982         1982       Hip  CompShg
## 588            5           8      1968         2003      Flat  Tar&Grv
## 589            5           6      1930         1960     Gable  CompShg
## 590            7           5      2004         2004     Gable  CompShg
## 591           10           5      2008         2008     Gable  CompShg
## 592            5           8      1982         2003     Gable  CompShg
## 593            6           5      2003         2003     Gable  CompShg
## 594            5           6      1975         1975       Hip  CompShg
## 595            8           5      2005         2006     Gable  CompShg
## 596            6           7      1910         1993     Gable  CompShg
## 597            7           5      2006         2007     Gable  CompShg
## 598            5           6      1977         1977     Gable  CompShg
## 599            6           6      1980         1980     Gable  CompShg
## 600            8           5      2005         2005     Gable  CompShg
## 601            6           6      1937         1950     Gable  CompShg
## 602            8           5      1992         1992     Gable  CompShg
## 603            7           5      2004         2005     Gable  CompShg
## 604            7           5      2002         2002     Gable  CompShg
## 605            7           6      1965         1990     Gable  CompShg
## 606            5           5      1996         1996     Gable  CompShg
## 607            5           8      1948         2002     Gable  CompShg
## 608            8           6      1934         1998     Gable  CompShg
## 609            4           5      1961         1961     Gable  CompShg
## 610            9           5      2000         2000       Hip  CompShg
## 611            6           6      1978         1978     Gable  CompShg
## 612            8           5      2001         2001     Gable  CompShg
## 613            5           5      2007         2007     Gable  CompShg
## 614            4           6      1972         1972     Gable  CompShg
## 615            6           7      1963         1963     Gable  CompShg
## 616            6           5      2002         2003     Gable  CompShg
## 617            6           6      1954         1954     Gable  CompShg
## 618            9           5      2007         2007       Hip  CompShg
## 619            8           5      2003         2003       Hip  CompShg
## 620            3           3      1914         1950     Gable  CompShg
## 621            6           7      1974         1997     Gable  CompShg
## 622            5           6      1977         1977     Gable  CompShg
## 623            6           5      2000         2000     Gable  CompShg
## 624            6           5      1972         1972     Gable  CompShg
## 625            6           6      1962         1962       Hip  CompShg
## 626            5           5      1960         1978       Hip  CompShg
## 627            6           6      1955         1972     Gable  CompShg
## 628            5           5      1969         1969     Gable  CompShg
## 629            6           5      1964         1964     Gable  WdShngl
## 630            5           6      1880         1991     Gable  CompShg
## 631            8           5      2006         2006     Gable  CompShg
## 632            7           5      1977         1977       Hip  CompShg
## 633            5           7      1954         2005     Gable  CompShg
## 634            6           5      1980         1980     Gable  CompShg
## 635            6           7      1914         1995       Hip  CompShg
## 636            2           3      1936         1950     Gable  CompShg
## 637            5           4      1954         1954     Gable  CompShg
## 638            5           7      1910         1950     Gable  CompShg
## 639            8           5      2006         2006       Hip  CompShg
## 640            8           5      2003         2004       Hip  CompShg
## 641            7           5      2001         2001     Gable  CompShg
## 642            8           7      1972         1995     Gable  CompShg
## 643            5           5      1969         1969   Mansard  CompShg
## 644            9           5      2009         2009     Gable  CompShg
## 645            6           5      1971         1971       Hip  CompShg
## 646            5           5      1950         1950       Hip  CompShg
## 647            6           5      1953         1953       Hip  CompShg
## 648            6           5      1966         1966     Gable  CompShg
## 649            4           6      1970         1970     Gable  CompShg
## 650            7           6      2007         2007     Gable  CompShg
## 651            4           5      1940         1950     Gable  CompShg
## 652            7           5      1996         1996     Gable  CompShg
## 653            6           7      1906         1995     Gable  CompShg
## 654            8           6      1995         1995       Hip  CompShg
## 655            6           5      1971         1971     Gable  CompShg
## 656            5           7      1959         2006     Gable  CompShg
## 657            7           6      1931         2000     Gable  CompShg
## 658            6           5      1948         1950     Gable  CompShg
## 659            5           7      1964         1999       Hip  CompShg
## 660            7           7      1976         1976     Gable  CompShg
## 661            8           7      1994         2005       Hip  CompShg
## 662            6           3      1968         1968       Hip  CompShg
## 663            4           5      1972         1972     Gable  CompShg
## 664            8           5      2005         2006     Gable  CompShg
## 665            8           5      2000         2000     Gable  CompShg
## 666            6           5      1965         1979      Flat  Tar&Grv
## 667            6           5      1994         1998     Gable  CompShg
## 668            5           6      1956         1987     Gable  CompShg
## 669            4           5      1922         1950     Gable  CompShg
## 670            6           5      2005         2005     Gable  CompShg
## 671            6           6      1925         1950   Gambrel  CompShg
## 672            6           6      1977         1977     Gable  CompShg
## 673            6           7      1957         2004       Hip  CompShg
## 674            6           6      1965         1965     Gable  CompShg
## 675            6           6      1978         1978     Gable  CompShg
## 676            4           2      1900         1950     Gable  CompShg
## 677            5           8      1924         2006     Gable  CompShg
## 678            8           5      2008         2008       Hip  CompShg
## 679            5           5      1961         1961       Hip  CompShg
## 680            6           5      1980         1980     Gable  CompShg
## 681            5           5      1932         2000     Gable  CompShg
## 682            6           5      1996         1997     Gable  CompShg
## 683            9           5      2002         2002       Hip  CompShg
## 684            7           5      1998         1998     Gable  CompShg
## 685            7           5      1984         1984     Gable  CompShg
## 686            7           6      2007         2007     Gable  CompShg
## 687            7           5      2004         2004     Gable  CompShg
## 688            8           6      2007         2007     Gable  CompShg
## 689            6           5      2005         2006     Gable  CompShg
## 690            6           5      2004         2004     Gable  CompShg
## 691           10           6      1994         1995     Gable  WdShngl
## 692            7           5      1989         1990       Hip  CompShg
## 693            5           6      1921         1968     Gable  CompShg
## 694            5           6      1936         1950     Gable  CompShg
## 695            6           6      1987         1987     Gable  CompShg
## 696            5           7      1921         1950     Gable  CompShg
## 697            5           7      1952         1952     Gable  CompShg
## 698            5           8      1965         2009     Gable  CompShg
## 699            7           5      2004         2004     Gable  CompShg
## 700            8           5      2002         2002       Hip  CompShg
## 701            7           5      1969         1969       Hip  CompShg
## 702            8           5      2006         2006       Hip  CompShg
## 703            5           9      1900         1996     Gable  CompShg
## 704            7           5      2004         2005     Gable  CompShg
## 705            4           5      1930         1950       Hip  CompShg
## 706            7           5      1971         2002     Gable  CompShg
## 707            8           5      2006         2006       Hip  CompShg
## 708            7           5      2007         2007       Hip  CompShg
## 709            5           7      1966         1966     Gable  CompShg
## 710            3           6      1935         2003     Gable  CompShg
## 711            4           7      1900         1950     Gable  CompShg
## 712            8           5      1988         1989     Gable  CompShg
## 713            4           5      1970         1970     Gable  CompShg
## 714            6           8      1976         2005     Gable  CompShg
## 715            6           5      1974         1974       Hip  CompShg
## 716            7           8      1890         1998     Gable  CompShg
## 717            5           6      1973         2000     Gable  CompShg
## 718            7           5      1993         1994       Hip  CompShg
## 719            5           6      1969         1969     Gable  CompShg
## 720            8           5      1985         1985     Gable  CompShg
## 721            6           5      2004         2004     Gable  CompShg
## 722            4           7      1970         1970     Gable  CompShg
## 723            4           6      1954         1972     Gable  CompShg
## 724            9           5      2007         2008       Hip  CompShg
## 725            4           6      1970         1970     Gable  CompShg
## 726            6           9      1988         2007       Hip  CompShg
## 727            7           5      2007         2007     Gable  CompShg
## 728            5           5      1958         1958     Gable  CompShg
## 729            4           5      1925         1950     Gable  CompShg
## 730            8           5      1995         1996     Gable  CompShg
## 731            7           5      2003         2003     Gable  CompShg
## 732            7           5      1998         1999     Gable  CompShg
## 733            5           6      1961         1983       Hip  CompShg
## 734            5           5      1968         1968     Gable  CompShg
## 735            7           7      1914         1970     Gable  CompShg
## 736            3           4      1950         1950     Gable  CompShg
## 737            8           5      2005         2005     Gable  CompShg
## 738            5           5      1987         1988     Gable  CompShg
## 739            7           5      2004         2004     Gable  CompShg
## 740            5           7      1910         2002     Gable  CompShg
## 741            6           8      1961         1996       Hip  CompShg
## 742            7           5      2000         2001     Gable  CompShg
## 743            5           6      1963         1999     Gable  CompShg
## 744            8           5      1993         1993     Gable  CompShg
## 745            8           9      1976         1996       Hip  CompShg
## 746            7           5      2000         2000     Gable  CompShg
## 747            7           7      1880         2003   Mansard  CompShg
## 748            7           5      1996         1996       Hip  CompShg
## 749            4           3      1945         1950     Gable  CompShg
## 750            4           7      1910         2004     Gable  CompShg
## 751            7           5      2003         2003     Gable  CompShg
## 752            6           5      1997         1997     Gable  CompShg
## 753            8           5      2005         2005     Gable  CompShg
## 754            6           8      1969         2005     Gable  CompShg
## 755            6           5      1999         1999     Gable  CompShg
## 756            8           5      2007         2007     Gable  CompShg
## 757            6           5      1978         1978       Hip  CompShg
## 758            7           5      1999         1999     Gable  CompShg
## 759            8           5      1995         1995     Gable  CompShg
## 760            6           6      1959         1959       Hip  CompShg
## 761            5           5      1924         1950     Gable  CompShg
## 762            7           5      2009         2009     Gable  CompShg
## 763            8           5      1999         1999     Gable  CompShg
## 764            8           5      1995         1996       Hip  CompShg
## 765            9           5      2008         2008     Gable  CompShg
## 766            7           5      1988         1988     Gable  CompShg
## 767            6           7      1940         1985     Gable  CompShg
## 768            7           5      2004         2005       Hip  CompShg
## 769            8           5      2003         2003       Hip  CompShg
## 770            5           5      1982         1982       Hip  CompShg
## 771            4           5      1951         1951     Gable  CompShg
## 772            6           5      1976         1976     Gable  CompShg
## 773            5           5      1958         1958     Gable  CompShg
## 774            8           5      2006         2006       Hip  CompShg
## 775            6           5      1998         1998       Hip  CompShg
## 776            7           5      2005         2006     Gable  CompShg
## 777            5           5      1974         1974       Hip  CompShg
## 778            5           5      1977         1977     Gable  CompShg
## 779            6           5      1977         1977     Gable  CompShg
## 780            7           5      1995         1996     Gable  CompShg
## 781            6           5      1992         1992     Gable  CompShg
## 782            7           5      2001         2002     Gable  CompShg
## 783            5           6      1978         1978     Gable  CompShg
## 784            6           6      1914         2001     Gable  CompShg
## 785            6           5      1967         1967     Gable  CompShg
## 786            5           6      1915         1950     Gable  CompShg
## 787            7           5      2004         2004     Gable  CompShg
## 788            4           7      1954         2000     Gable  CompShg
## 789            6           8      1966         2007     Gable  CompShg
## 790            7           5      2005         2006     Gable  CompShg
## 791            6           5      1976         1976     Gable  CompShg
## 792            7           5      1996         1997     Gable  CompShg
## 793            8           5      2007         2007     Gable  CompShg
## 794            7           5      1994         1996     Gable  CompShg
## 795            6           6      1980         1981     Gable  CompShg
## 796            6           5      1977         1977     Gable  CompShg
## 797            5           5      1953         1953     Gable  CompShg
## 798            9           5      2008         2009       Hip  CompShg
## 799            5           7      1937         1950     Gable  CompShg
## 800            6           5      1997         1997     Gable  CompShg
## 801            4           7      1916         1990     Gable  CompShg
## 802            7           5      2005         2005     Gable  CompShg
## 803            9           5      2008         2009       Hip  CompShg
## 804            5           5      1954         1954     Gable  CompShg
## 805            7           5      2008         2008     Gable  CompShg
## 806            5           5      1967         1967     Gable  CompShg
## 807            5           6      1923         2004     Gable  CompShg
## 808            5           5      1966         1966     Gable  CompShg
## 809            5           5      1898         1965       Hip  CompShg
## 810            6           6      1974         1999       Hip  CompShg
## 811            6           5      2004         2004     Gable  CompShg
## 812            5           5      1952         1952       Hip  CompShg
## 813            6           6      1958         1958     Gable  CompShg
## 814            5           7      1918         1950     Gable  CompShg
## 815            7           5      1998         1998     Gable  CompShg
## 816            5           6      1954         1954     Gable  CompShg
## 817            8           5      2002         2002       Hip  CompShg
## 818            6           7      1971         1971     Gable  CompShg
## 819            7           5      2009         2010     Gable  CompShg
## 820            7           5      2003         2003     Gable  CompShg
## 821            4           4      1953         1953     Gable  CompShg
## 822            7           5      2003         2003     Gable  CompShg
## 823            6           7      1940         1950     Gable  CompShg
## 824            8           5      2006         2006     Gable  CompShg
## 825           10           5      2007         2008       Hip  CompShg
## 826            5           6      1924         1950     Gable  CompShg
## 827            7           5      2001         2001     Gable  CompShg
## 828            5           5      1967         1967      Flat  Tar&Grv
## 829            7           5      2005         2005     Gable  CompShg
## 830            6           5      1957         1957     Gable  CompShg
## 831            7           5      2005         2005     Gable  CompShg
## 832            7           6      2003         2003     Gable  CompShg
## 833            6           6      1964         1964     Gable  CompShg
## 834            5           6      1961         1961     Gable  CompShg
## 835            4           7      1950         1995     Gable  CompShg
## 836            5           6      1948         1973     Gable  CompShg
## 837            6           5      1973         1973     Gable  CompShg
## 838            5           6      1995         2006     Gable  CompShg
## 839            5           6      1946         1995     Gable  CompShg
## 840            6           8      1925         1950     Gable  CompShg
## 841            5           8      1904         2002     Gable  CompShg
## 842            6           7      1966         1966     Gable  CompShg
## 843            5           4      1961         1961     Gable  CompShg
## 844            5           8      1915         1950     Gable  CompShg
## 845            5           5      1975         1981     Gable  CompShg
## 846            7           5      1993         1993     Gable  CompShg
## 847            5           6      1972         1972     Gable  CompShg
## 848            6           8      1908         1997     Gable  CompShg
## 849            6           7      1976         1994       Hip  CompShg
## 850            6           5      2003         2003     Gable  CompShg
## 851            8           5      2003         2003     Gable  CompShg
## 852            7           5      1941         1950     Gable  CompShg
## 853            6           6      1964         1964     Gable  CompShg
## 854            5           4      1955         1974       Hip  CompShg
## 855            5           8      1962         2010     Gable  CompShg
## 856            6           6      1978         1978     Gable  CompShg
## 857            6           5      1994         1995     Gable  CompShg
## 858            7           5      1976         1976     Gable  CompShg
## 859            6           7      1968         1984     Gable  CompShg
## 860            7           8      1918         1998     Gable  CompShg
## 861            5           4      1965         1965       Hip  CompShg
## 862            6           5      1984         1985       Hip  CompShg
## 863            5           5      1959         1959       Hip  CompShg
## 864            7           5      2007         2008     Gable  CompShg
## 865            5           6      1970         1970     Gable  CompShg
## 866            8           5      2006         2007     Gable  CompShg
## 867            4           5      1961         1961     Gable  CompShg
## 868            5           6      1948         1950     Gable  CompShg
## 869            7           5      1993         1994     Gable  CompShg
## 870            5           5      1962         1962       Hip  CompShg
## 871            6           5      1998         1998     Gable  CompShg
## 872            5           7      1953         1996     Gable  CompShg
## 873            5           7      1949         1950     Gable  CompShg
## 874            5           6      1941         1950     Gable  CompShg
## 875            8           5      2007         2007     Gable  CompShg
## 876            4           5      1963         1963     Gable  CompShg
## 877            9           5      2004         2005       Hip  CompShg
## 878            5           7      1961         1995     Gable  CompShg
## 879            5           8      1978         2005     Gable  CompShg
## 880            5           5      2005         2006     Gable  CompShg
## 881            7           5      1990         1991     Gable  CompShg
## 882            6           5      1992         1993     Gable  CompShg
## 883            4           5      1912         1950     Gable  CompShg
## 884            5           5      1967         1967     Gable  CompShg
## 885            9           5      1999         2000     Gable  CompShg
## 886            5           5      1959         2005     Gable  CompShg
## 887            5           7      1955         1955     Gable  CompShg
## 888            8           6      1970         1970      Flat  Tar&Grv
## 889            6           4      1953         1953       Hip  CompShg
## 890            5           7      1949         2006     Gable  CompShg
## 891            6           5      1978         1978       Hip  CompShg
## 892            6           8      1963         2003       Hip  CompShg
## 893            5           5      1954         1954     Gable  CompShg
## 894            5           5      1979         1979     Gable  CompShg
## 895            6           5      1963         1963       Hip  CompShg
## 896            4           6      1936         1950     Gable  CompShg
## 897            5           5      1979         1979     Gable  CompShg
## 898            9           5      2009         2010       Hip  CompShg
## 899            5           7      1961         1994     Gable  CompShg
## 900            4           6      1971         1971     Gable  CompShg
## 901            5           7      1957         2000       Hip  CompShg
## 902            7           5      2003         2003     Gable  CompShg
## 903            7           5      2006         2006       Hip  CompShg
## 904            5           6      1967         1967     Gable  CompShg
## 905            5           5      1954         1954     Gable  CompShg
## 906            8           5      2006         2006     Gable  CompShg
## 907            7           7      1936         1987     Gable  CompShg
## 908            5           5      1983         1983     Gable  CompShg
## 909            6           5      2005         2005     Gable  CompShg
## 910            5           5      1960         1960     Gable  CompShg
## 911            5           7      1977         1989     Gable  CompShg
## 912            5           7      1925         1950     Gable  CompShg
## 913            5           6      1949         1950     Gable  CompShg
## 914            6           5      2009         2009     Gable  CompShg
## 915            4           5      1970         1970     Gable  CompShg
## 916            2           3      1949         1950     Gable  CompShg
## 917            4           6      1956         1956     Gable  CompShg
## 918            7           5      1991         1991     Gable  CompShg
## 919            6           8      1958         2002       Hip  CompShg
## 920            6           5      1994         1994     Gable  CompShg
## 921            5           7      1900         2003     Gable  CompShg
## 922            6           5      2005         2006     Gable  CompShg
## 923            6           5      1993         1994     Gable  CompShg
## 924            6           6      1980         1980     Gable  CompShg
## 925            5           6      1977         1977     Gable  CompShg
## 926            8           5      2003         2004       Hip  CompShg
## 927            7           5      1968         1968     Gable  CompShg
## 928            8           5      2001         2001       Hip  CompShg
## 929            7           5      1997         1997     Gable  CompShg
## 930            8           5      2007         2007     Gable  CompShg
## 931            5           6      1965         1965     Gable  CompShg
## 932            9           5      2006         2006       Hip  CompShg
## 933            7           5      2004         2004     Gable  CompShg
## 934            7           7      1960         2007      Flat  Tar&Grv
## 935            4           5      1926         1953     Gable  CompShg
## 936            7           5      2003         2003     Gable  CompShg
## 937            7           5      2005         2005     Gable  CompShg
## 938            7           5      2006         2006     Gable  CompShg
## 939            7           7      1940         1950     Gable  CompShg
## 940            6           5      1976         1976     Gable  CompShg
## 941            7           5      1999         1999     Gable  CompShg
## 942            4           3      1977         1977     Gable  CompShg
## 943            5           4      1967         1967     Gable  CompShg
## 944            6           6      1958         1958     Gable  CompShg
## 945            5           6      1890         1996       Hip  CompShg
## 946            5           6      1959         1959     Gable  CompShg
## 947            8           5      2002         2003       Hip  CompShg
## 948            7           5      2002         2002     Gable  CompShg
## 949            6           7      1972         2006       Hip  CompShg
## 950            5           8      1950         2002     Gable  CompShg
## 951            5           5      1965         1965     Gable  CompShg
## 952            5           8      1972         2003     Gable  CompShg
## 953            5           4      1969         1969     Gable  CompShg
## 954            6           5      1975         1975      Flat  Tar&Grv
## 955            6           6      1946         1950     Gable  CompShg
## 956            6           6      1980         1980     Gable  CompShg
## 957            5           5      1962         1962       Hip  CompShg
## 958            7           5      2003         2003     Gable  CompShg
## 959            7           5      1999         1999       Hip  CompShg
## 960            5           7      1958         2008     Gable  CompShg
## 961            6           7      1977         1995     Gable  CompShg
## 962            6           6      1976         1976     Gable  CompShg
## 963            9           5      2007         2007     Gable  CompShg
## 964            7           5      2002         2003     Gable  CompShg
## 965            6           5      2005         2007     Gable  CompShg
## 966            5           7      1940         1950     Gable  CompShg
## 967            5           7      1955         1955       Hip  CompShg
## 968            3           6      1910         1950     Gable  CompShg
## 969            6           5      1958         1958       Hip  CompShg
## 970            4           4      1949         1950     Gable  CompShg
## 971            7           5      2003         2004     Gable  CompShg
## 972            6           5      1979         1979     Gable  CompShg
## 973            7           5      2007         2008     Gable  CompShg
## 974            7           8      1910         1993     Gable  CompShg
## 975            7           5      2000         2000     Gable  CompShg
## 976            4           7      1923         1958     Gable  CompShg
## 977            7           5      2006         2007     Gable  CompShg
## 978            4           5      1954         1954     Gable  CompShg
## 979            5           6      1963         1963     Gable  CompShg
## 980            7           9      1961         2007     Gable  CompShg
## 981            8           5      1998         1999       Hip  CompShg
## 982            7           5      2007         2007     Gable  CompShg
## 983            8           5      2002         2002     Gable  CompShg
## 984            5           5      1977         1977     Gable  CompShg
## 985            5           5      1950         1950     Gable  CompShg
## 986            6           8      1910         2003       Hip  CompShg
## 987            9           5      2009         2010       Hip  CompShg
## 988            6           6      1976         1976     Gable  CompShg
## 989            7           5      2006         2006     Gable  CompShg
## 990            8           5      1997         1998     Gable  CompShg
## 991            8           9      1882         1986     Gable  CompShg
## 992            6           8      1964         1993       Hip  CompShg
## 993            6           5      2005         2006     Gable  CompShg
## 994           10           5      2006         2007       Hip  CompShg
## 995            4           7      1946         1950     Gable  CompShg
## 996            5           6      1961         1961       Hip  CompShg
## 997            6           6      1970         1970       Hip  CompShg
## 998            3           4      1922         1950       Hip  CompShg
## 999            7           5      2006         2006     Gable  CompShg
## 1000           3           3      1952         1952      Flat  Tar&Grv
## 1001           5           6      1920         1950     Gable  CompShg
## 1002           8           5      2006         2006     Gable  CompShg
## 1003           5           6      1976         1976     Gable  CompShg
## 1004           7           5      2005         2006     Gable  CompShg
## 1005           5           8      1977         1977     Gable  CompShg
## 1006           6           3      1970         1970     Gable  CompShg
## 1007           4           4      1970         1970     Gable  CompShg
## 1008           7           5      2004         2005       Hip  CompShg
## 1009           5           5      1926         1950     Gable  CompShg
## 1010           5           5      1948         1950     Gable  CompShg
## 1011           5           5      1965         1965       Hip  CompShg
## 1012           6           7      1923         1996       Hip  CompShg
## 1013           5           4      1910         2006       Hip  CompShg
## 1014           6           5      1948         1950     Gable  CompShg
## 1015           8           6      2001         2001     Gable  CompShg
## 1016           7           5      1996         1996       Hip  CompShg
## 1017           8           5      1984         1984     Gable  CompShg
## 1018           7           5      1991         1992     Gable  CompShg
## 1019           7           5      2005         2005     Gable  CompShg
## 1020           4           5      2005         2005     Gable  CompShg
## 1021           7           5      2006         2006     Gable  CompShg
## 1022           5           5      1930         1950     Gable  CompShg
## 1023           7           5      2005         2006     Gable  CompShg
## 1024           8           6      1976         1976       Hip  WdShake
## 1025           5           5      1972         1972     Gable  CompShg
## 1026           5           5      1960         1960     Gable  CompShg
## 1027           8           5      2007         2008     Gable  CompShg
## 1028           5           5      1941         1950     Gable  CompShg
## 1029           6           7      1972         1972     Gable  CompShg
## 1030           5           8      1916         1995     Gable  CompShg
## 1031           7           3      1920         1970     Gable  CompShg
## 1032           8           7      1993         1993     Gable  CompShg
## 1033           7           5      2002         2002     Gable  CompShg
## 1034           5           7      1938         1950     Gable  CompShg
## 1035           4           3      1957         1957     Gable  CompShg
## 1036           9           5      2007         2008       Hip  CompShg
## 1037           8           5      2001         2002     Gable  CompShg
## 1038           4           6      1970         2008     Gable  CompShg
## 1039           4           4      1970         1970     Gable  CompShg
## 1040           5           4      1957         2000     Gable  CompShg
## 1041           6           8      1966         2000       Hip  CompShg
## 1042           6           5      2005         2005     Gable  CompShg
## 1043           7           5      1990         1990       Hip  CompShg
## 1044           8           5      1981         1981       Hip  WdShngl
## 1045           3           5      1955         1955       Hip  CompShg
## 1046           9           5      2005         2006       Hip  CompShg
## 1047           5           5      1994         1995     Gable  CompShg
## 1048           5           4      1960         2006       Hip  CompShg
## 1049           4           7      1946         2006     Gable  CompShg
## 1050           7           5      2007         2007     Gable  CompShg
## 1051           7           5      2007         2007     Gable  CompShg
## 1052           6           6      1964         1978     Gable  CompShg
## 1053           5           6      1957         2002       Hip  CompShg
## 1054           8           5      2002         2002     Gable  CompShg
## 1055           6           5      1976         1976     Gable  CompShg
## 1056           7           5      2005         2005     Gable  CompShg
## 1057           7           6      1994         1994     Gable  CompShg
## 1058           9           5      2008         2008     Gable  CompShg
## 1059           6           7      1932         1950     Gable  CompShg
## 1060           8           5      2001         2001     Gable  CompShg
## 1061           3           4      1935         1950     Gable  CompShg
## 1062           5           5      1900         1950     Gable  CompShg
## 1063           6           6      1925         1980     Gable  CompShg
## 1064           5           6      1966         1966     Gable  CompShg
## 1065           7           5      1996         1997     Gable  CompShg
## 1066           6           7      1993         1994     Gable  CompShg
## 1067           6           6      1964         1964     Gable  CompShg
## 1068           6           4      1973         1973     Gable  CompShg
## 1069           5           7      1949         2003     Gable  CompShg
## 1070           5           5      1956         1956       Hip  CompShg
## 1071           6           6      1968         1968     Gable  CompShg
## 1072           5           3      1948         1950     Gable  CompShg
## 1073           6           6      1977         1977       Hip  CompShg
## 1074           7           5      2006         2006     Gable  CompShg
## 1075           7           6      1940         1984     Gable  CompShg
## 1076           5           8      1936         1989     Gable  CompShg
## 1077           5           5      1969         1969     Gable  CompShg
## 1078           6           5      2004         2004     Gable  CompShg
## 1079           5           5      1994         1994     Gable  CompShg
## 1080           6           7      1971         2004     Gable  CompShg
## 1081           5           5      1963         1963     Gable  CompShg
## 1082           7           5      2002         2002     Gable  CompShg
## 1083           6           6      1964         1964       Hip  CompShg
## 1084           6           5      1995         1996     Gable  CompShg
## 1085           6           6      1992         1992     Gable  CompShg
## 1086           4           5      1973         1973     Gable  CompShg
## 1087           8           5      2005         2006     Gable  CompShg
## 1088           7           5      2004         2004     Gable  CompShg
## 1089           8           5      2005         2005     Gable  CompShg
## 1090           3           4      1950         1950     Gable  CompShg
## 1091           7           5      1999         2000     Gable  CompShg
## 1092           6           5      1925         1950     Gable  CompShg
## 1093           5           8      1965         1998       Hip  CompShg
## 1094           5           7      1956         2000     Gable  CompShg
## 1095           6           5      2006         2006     Gable  CompShg
## 1096           6           7      1914         2006     Gable  CompShg
## 1097           8           5      1986         1986     Gable  CompShg
## 1098           4           6      1936         1950     Gable  CompShg
## 1099           7           5      1978         1978     Gable  CompShg
## 1100           2           5      1920         1950     Gable  CompShg
## 1101           5           5      1971         1971     Gable  CompShg
## 1102           5           7      1960         2002     Gable  CompShg
## 1103           6           6      1959         1959       Hip  CompShg
## 1104           5           5      1970         1970     Gable  CompShg
## 1105           8           5      1994         1995     Gable  CompShg
## 1106           7           5      1990         1991       Hip  CompShg
## 1107           7           5      2006         2006     Gable  CompShg
## 1108           6           5      2000         2000     Gable  CompShg
## 1109           8           5      2004         2005     Gable  CompShg
## 1110           6           5      1995         1996     Gable  CompShg
## 1111           7           6      1976         1976       Hip  CompShg
## 1112           5           7      1957         1957     Gable  CompShg
## 1113           5           7      1953         2006     Gable  CompShg
## 1114           5           7      1954         2000     Gable  CompShg
## 1115           8           5      2007         2007       Hip  CompShg
## 1116           8           5      2002         2002       Hip  CompShg
## 1117           5           7      1967         2003     Gable  CompShg
## 1118           5           6      1958         1987     Gable  CompShg
## 1119           5           5      1959         1959     Gable  CompShg
## 1120           6           5      1920         1950     Gable  CompShg
## 1121           7           5      2005         2006     Gable  CompShg
## 1122           4           3      1956         1956     Gable  CompShg
## 1123           5           9      1947         2008       Hip  CompShg
## 1124           7           5      1992         1992     Gable  CompShg
## 1125           4           5      1955         1955     Gable  CompShg
## 1126           7           5      2007         2007       Hip  CompShg
## 1127           7           5      2004         2004       Hip  CompShg
## 1128           7           5      2004         2005     Gable  CompShg
## 1129           5           5      1980         1980     Gable  CompShg
## 1130           4           3      1928         1950     Gable  CompShg
## 1131           5           5      1991         1992     Gable  CompShg
## 1132           6           4      1880         1950     Gable  CompShg
## 1133           8           5      1995         1995     Gable  CompShg
## 1134           6           5      1997         1997     Gable  CompShg
## 1135           6           5      1926         1950     Gable  CompShg
## 1136           6           5      1950         1950     Gable  CompShg
## 1137           5           8      1875         1996     Gable  CompShg
## 1138           6           5      1977         1977     Gable  CompShg
## 1139           5           5      1920         1950     Gable  CompShg
## 1140           5           7      1951         1951     Gable  CompShg
## 1141           5           7      1976         1976     Gable  CompShg
## 1142           8           5      2006         2007       Hip  CompShg
## 1143           5           3      1959         1959     Gable  CompShg
## 1144           4           4      1941         1950     Gable  CompShg
## 1145           5           6      1928         1950     Gable  CompShg
## 1146           6           5      1985         1985     Gable  CompShg
## 1147           7           7      1941         1950     Gable  CompShg
## 1148           7           7      1926         1950     Gable  CompShg
## 1149           7           9      1920         1988       Hip  CompShg
## 1150           6           5      1950         1950     Gable  CompShg
## 1151           5           4      1959         1959     Gable  CompShg
## 1152           6           7      1956         2004     Gable  CompShg
## 1153           6           8      1930         2007     Gable  CompShg
## 1154           7           6      1965         1988     Gable  CompShg
## 1155           5           8      1976         2004     Gable  CompShg
## 1156           5           8      1965         1999     Gable  CompShg
## 1157           7           5      2007         2008     Gable  CompShg
## 1158           8           5      2007         2008     Gable  CompShg
## 1159           6           6      1974         1974       Hip  CompShg
## 1160           6           5      1978         1978     Gable  CompShg
## 1161           6           7      1954         2006       Hip  CompShg
## 1162           5           5      1968         1968     Gable  CompShg
## 1163           4           4      1969         1969     Gable  CompShg
## 1164           5           7      1978         1978     Gable  CompShg
## 1165           7           5      2009         2009     Gable  CompShg
## 1166           8           5      2008         2008     Gable  CompShg
## 1167           6           5      2000         2000     Gable  CompShg
## 1168           6           7      1935         1986       Hip  CompShg
## 1169          10           5      1995         1996       Hip  CompShg
## 1170           6           6      1977         1977     Gable  CompShg
## 1171           6           6      1958         1958       Hip  CompShg
## 1172           7           5      2006         2007     Gable  CompShg
## 1173           5           6      1946         1994     Gable  CompShg
## 1174           6           8      1932         1950     Gable  CompShg
## 1175           8           5      1992         2000       Hip  CompShg
## 1176           5           5      1984         1985     Gable  CompShg
## 1177           6           8      1926         2004     Gable  CompShg
## 1178           5           6      1921         1950     Gable  CompShg
## 1179           5           5      1954         1954     Gable  CompShg
## 1180           7           5      1990         1991     Gable  CompShg
## 1181           8           5      2008         2008       Hip  CompShg
## 1182          10           5      1996         1996       Hip  CompShg
## 1183           5           6      1920         1950       Hip  CompShg
## 1184           5           4      1963         1963       Hip  CompShg
## 1185           5           7      1924         1950     Gable  CompShg
## 1186           3           5      1900         1970     Gable  CompShg
## 1187           8           5      1994         1995     Gable  CompShg
## 1188           7           5      2002         2002     Gable  CompShg
## 1189           7           5      1999         1999     Gable  CompShg
## 1190           4           4      1961         1975     Gable  CompShg
## 1191           8           5      1999         2000     Gable  CompShg
## 1192           5           8      1925         1994   Gambrel  CompShg
## 1193           6           5      1999         1999       Hip  CompShg
## 1194           6           7      1969         1969     Gable  CompShg
## 1195           6           5      2005         2005     Gable  CompShg
## 1196           7           5      2006         2006     Gable  CompShg
## 1197           7           6      1916         1950     Gable  CompShg
## 1198           7           5      2001         2001     Gable  CompShg
## 1199           4           5      1963         1979     Gable  CompShg
## 1200           4           5      1970         1970     Gable  CompShg
## 1201           7           5      1998         1998     Gable  CompShg
## 1202           5           8      1925         1997     Gable  CompShg
## 1203           7           5      2000         2001     Gable  CompShg
## 1204           5           6      1975         1975     Gable  CompShg
## 1205           7           7      1990         1991       Hip  CompShg
## 1206           4           4      1966         1966     Gable  CompShg
## 1207           6           5      2003         2003     Gable  CompShg
## 1208           5           7      1962         1980     Gable  CompShg
## 1209           8           5      2006         2006       Hip  CompShg
## 1210           6           5      1992         1992     Gable  CompShg
## 1211           8           7      1988         2005     Gable  CompShg
## 1212           4           6      1941         1950       Hip  CompShg
## 1213           4           9      1965         2001     Gable  CompShg
## 1214           5           5      1962         1962     Gable  CompShg
## 1215           5           5      1966         1966     Gable  CompShg
## 1216           6           5      1978         1978     Gable  CompShg
## 1217           8           5      2009         2009     Gable  CompShg
## 1218           4           5      1947         1950     Gable  CompShg
## 1219           6           5      1971         1971     Gable  CompShg
## 1220           5           5      1964         1964     Gable  CompShg
## 1221           5           5      1968         1968       Hip  CompShg
## 1222           6           6      1949         1950     Gable  CompShg
## 1223           5           3      1951         1951       Hip  CompShg
## 1224           7           5      2004         2005     Gable  CompShg
## 1225           6           8      1958         1958       Hip  CompShg
## 1226           6           5      2007         2007     Gable  CompShg
## 1227           5           8      1965         2008     Gable  CompShg
## 1228           9           5      2008         2008       Hip  CompShg
## 1229           5           5      1960         1960       Hip  CompShg
## 1230           5           5      1977         1977      Shed  CompShg
## 1231           5           6      1962         1962       Hip  CompShg
## 1232           4           5      1962         1962     Gable  CompShg
## 1233           5           5      1959         1959       Hip  CompShg
## 1234           5           6      1911         1950     Gable  CompShg
## 1235           5           5      1914         1950     Gable  CompShg
## 1236           7           5      2003         2003     Gable  CompShg
## 1237           7           5      2004         2005     Gable  CompShg
## 1238           6           5      2005         2005     Gable  CompShg
## 1239           8           5      2006         2006       Hip  CompShg
## 1240           7           5      2003         2003     Gable  CompShg
## 1241           7           6      2007         2007       Hip  CompShg
## 1242           7           6      1974         1974     Gable  CompShg
## 1243          10           5      2006         2006     Gable  CompShg
## 1244           8           7      1929         1950     Gable  CompShg
## 1245           6           7      1984         2003       Hip  CompShg
## 1246           7           5      2005         2006     Gable  CompShg
## 1247           6           5      1976         1976     Gable  CompShg
## 1248           6           5      1917         1950     Gable  CompShg
## 1249           5           7      1950         1950     Gable  CompShg
## 1250           7           5      1968         1968       Hip  CompShg
## 1251           7           5      2003         2003     Gable  CompShg
## 1252           5           6      1968         1968     Gable  CompShg
## 1253           7           7      1974         2003     Gable  CompShg
## 1254           7           5      2003         2004     Gable  CompShg
## 1255           6           6      1931         1950     Gable  CompShg
## 1256           8           5      1994         1994       Hip  CompShg
## 1257           5           8      1922         1950     Gable  CompShg
## 1258           7           5      2005         2005     Gable  CompShg
## 1259           6           8      1969         1969     Gable  CompShg
## 1260           6           5      1999         1999     Gable  CompShg
## 1261           5           6      1956         1956       Hip  CompShg
## 1262           4           5      1957         1989     Gable  CompShg
## 1263           6           6      1919         1950   Gambrel  CompShg
## 1264           6           5      1998         1999     Gable  CompShg
## 1265           7           5      1999         1999       Hip  CompShg
##      Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond
## 1        VinylSd     VinylSd    BrkFace        196        Gd        TA
## 2        MetalSd     MetalSd       None          0        TA        TA
## 3        VinylSd     VinylSd    BrkFace        162        Gd        TA
## 4        Wd Sdng     Wd Shng       None          0        TA        TA
## 5        VinylSd     VinylSd    BrkFace        350        Gd        TA
## 6        VinylSd     VinylSd       None          0        TA        TA
## 7        VinylSd     VinylSd      Stone        186        Gd        TA
## 8        HdBoard     HdBoard      Stone        240        TA        TA
## 9        BrkFace     Wd Shng       None          0        TA        TA
## 10       MetalSd     MetalSd       None          0        TA        TA
## 11       HdBoard     HdBoard       None          0        TA        TA
## 12       WdShing     Wd Shng      Stone        286        Ex        TA
## 13       HdBoard     Plywood       None          0        TA        TA
## 14       VinylSd     VinylSd      Stone        306        Gd        TA
## 15       MetalSd     MetalSd    BrkFace        212        TA        TA
## 16       Wd Sdng     Wd Sdng       None          0        TA        TA
## 17       Wd Sdng     Wd Sdng    BrkFace        180        TA        TA
## 18       MetalSd     MetalSd       None          0        TA        TA
## 19       VinylSd     VinylSd       None          0        TA        TA
## 20       BrkFace     Plywood       None          0        TA        TA
## 21       VinylSd     VinylSd    BrkFace        380        Gd        TA
## 22       Wd Sdng     Wd Sdng       None          0        TA        TA
## 23       VinylSd     VinylSd    BrkFace        281        Gd        TA
## 24       CemntBd     CmentBd       None          0        TA        TA
## 25       Plywood     Plywood       None          0        TA        Gd
## 26       VinylSd     VinylSd      Stone        640        Gd        TA
## 27       Wd Sdng     Wd Sdng       None          0        TA        TA
## 28       VinylSd     VinylSd      Stone        200        Gd        TA
## 29       MetalSd     MetalSd       None          0        TA        TA
## 30       MetalSd     MetalSd       None          0        TA        TA
## 31       BrkFace     BrkFace       None          0        TA        Fa
## 32       HdBoard     HdBoard       None          0        TA        TA
## 33       VinylSd     VinylSd       None          0        Gd        TA
## 34       BrkFace     BrkFace       None          0        TA        TA
## 35       MetalSd     MetalSd    BrkFace        246        Ex        TA
## 36       VinylSd     VinylSd      Stone        132        Gd        TA
## 37       VinylSd     VinylSd       None          0        TA        TA
## 38       Wd Sdng     Wd Sdng    BrkFace        650        TA        TA
## 39       VinylSd     VinylSd       None          0        TA        Gd
## 40       AsbShng     Plywood       None          0        TA        TA
## 41       Wd Sdng     Wd Sdng    BrkFace        101        TA        TA
## 42       VinylSd     VinylSd       None          0        TA        Gd
## 43       HdBoard     HdBoard       None          0        TA        TA
## 44       VinylSd     VinylSd       None          0        TA        TA
## 45       BrkFace     Wd Sdng       None          0        TA        TA
## 46       MetalSd     MetalSd    BrkFace        412        Ex        TA
## 47       VinylSd     VinylSd       None          0        Gd        TA
## 48       VinylSd     VinylSd       None          0        Gd        TA
## 49       MetalSd     MetalSd       None          0        TA        TA
## 50       HdBoard     HdBoard       None          0        TA        TA
## 51       VinylSd     VinylSd       None          0        TA        TA
## 52       Wd Sdng     Wd Sdng       None          0        TA        TA
## 53       Wd Sdng     Wd Sdng       None          0        Fa        TA
## 54       WdShing     Wd Shng       None          0        Gd        TA
## 55       MetalSd     MetalSd       None          0        TA        TA
## 56       HdBoard     Plywood    BrkFace        272        TA        TA
## 57       MetalSd     MetalSd    BrkFace        456        Gd        TA
## 58       VinylSd     VinylSd       None          0        Gd        TA
## 59       VinylSd     VinylSd    BrkFace       1031        Ex        TA
## 60       HdBoard     HdBoard       None          0        TA        TA
## 61       VinylSd     VinylSd       None          0        TA        TA
## 62       MetalSd     MetalSd       None          0        TA        TA
## 63       VinylSd     VinylSd      Stone        178        Gd        TA
## 64        Stucco      Stucco       None          0        TA        TA
## 65       VinylSd     VinylSd    BrkFace        573        TA        TA
## 66       VinylSd     VinylSd    BrkFace        344        Gd        TA
## 67       Plywood     Plywood    BrkFace        287        TA        TA
## 68       VinylSd     VinylSd    BrkFace        167        Gd        TA
## 69       MetalSd     MetalSd       None          0        TA        Gd
## 70       BrkFace     AsbShng       None          0        Gd        TA
## 71       Plywood     Plywood    BrkFace       1115        TA        Gd
## 72       HdBoard     Plywood       None          0        TA        TA
## 73       VinylSd     VinylSd    BrkFace         40        TA        TA
## 74       Wd Sdng     Wd Sdng    BrkFace        104        TA        TA
## 75       VinylSd     VinylSd       None          0        Gd        Gd
## 76       CemntBd     CmentBd       None          0        TA        TA
## 77       VinylSd     VinylSd       None          0        TA        TA
## 78       Wd Sdng     Wd Sdng       None          0        TA        TA
## 79       HdBoard     HdBoard       None          0        TA        TA
## 80       Wd Sdng     Wd Sdng       None          0        TA        TA
## 81       VinylSd     VinylSd    BrkFace        576        TA        Gd
## 82       VinylSd     VinylSd    BrkFace        443        TA        Gd
## 83       VinylSd     VinylSd      Stone        468        TA        TA
## 84       MetalSd     MetalSd     BrkCmn         66        TA        TA
## 85       HdBoard     HdBoard    BrkFace         22        TA        TA
## 86       HdBoard     HdBoard    BrkFace        284        Gd        TA
## 87       VinylSd     VinylSd       None          0        Gd        TA
## 88       VinylSd     VinylSd      Stone         76        Gd        TA
## 89       Plywood     Plywood       None          0        Fa        Fa
## 90       VinylSd     VinylSd       None          0        TA        TA
## 91       BrkFace     Wd Sdng       None          0        TA        TA
## 92       HdBoard     HdBoard     BrkCmn        203        TA        TA
## 93       Wd Sdng     Wd Sdng       None          0        TA        Gd
## 94       MetalSd     MetalSd       None          0        TA        TA
## 95       VinylSd     VinylSd       None          0        TA        Gd
## 96       VinylSd     VinylSd    BrkFace         68        Ex        Gd
## 97       VinylSd     VinylSd    BrkFace        183        Gd        TA
## 98       HdBoard     HdBoard    BrkFace         48        TA        TA
## 99       Wd Sdng     Wd Sdng       None          0        TA        TA
## 100      Plywood     Plywood       None          0        TA        TA
## 101      Plywood     Plywood    BrkFace         28        TA        TA
## 102      HdBoard     HdBoard    BrkFace        336        Gd        TA
## 103      HdBoard     HdBoard       None          0        TA        Fa
## 104      VinylSd     VinylSd       None          0        TA        TA
## 105       Stucco      Stucco    BrkFace        600        TA        Fa
## 106      VinylSd     VinylSd    BrkFace        768        Gd        TA
## 107      VinylSd     VinylSd       None          0        TA        TA
## 108      VinylSd     VinylSd       None          0        TA        TA
## 109      CemntBd     CmentBd       None          0        TA        TA
## 110      Plywood     Plywood    BrkFace        480        TA        TA
## 111      Wd Sdng     Wd Sdng       None          0        TA        TA
## 112      VinylSd     VinylSd       None          0        TA        TA
## 113      VinylSd     VinylSd      Stone        220        Gd        TA
## 114      Wd Sdng     Wd Sdng    BrkFace        184        TA        Gd
## 115      Wd Sdng     Wd Sdng       None          0        TA        TA
## 116      MetalSd     MetalSd    BrkFace       1129        TA        TA
## 117      Wd Sdng     Wd Sdng    BrkFace        116        TA        TA
## 118      VinylSd     VinylSd       None          0        TA        TA
## 119      Plywood     Plywood       None          0        TA        TA
## 120      VinylSd     VinylSd       None          0        Gd        TA
## 121      Plywood     Plywood       None          0        TA        TA
## 122      AsbShng     AsbShng       None          0        TA        TA
## 123      MetalSd     MetalSd    BrkFace        135        TA        Gd
## 124      Plywood     Plywood       None          0        Gd        TA
## 125      HdBoard     HdBoard       None          0        TA        Gd
## 126      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 127      Plywood     Plywood       None          0        TA        TA
## 128      WdShing     Wd Sdng       None          0        TA        Gd
## 129      VinylSd     VinylSd    BrkFace        266        TA        TA
## 130      Plywood     Plywood    BrkFace         85        TA        TA
## 131      MetalSd     MetalSd    BrkFace        309        TA        TA
## 132      VinylSd     VinylSd    BrkFace         40        Gd        TA
## 133      MetalSd     MetalSd       None          0        TA        TA
## 134      VinylSd     VinylSd    BrkFace        136        Gd        TA
## 135      Plywood     Plywood       None          0        TA        TA
## 136      Plywood     Plywood    BrkFace        288        TA        TA
## 137      MetalSd     MetalSd    BrkFace        196        TA        TA
## 138      VinylSd     VinylSd    BrkFace         70        TA        TA
## 139      VinylSd     VinylSd    BrkFace        320        Gd        TA
## 140      VinylSd     VinylSd       None          0        TA        TA
## 141      HdBoard     HdBoard       None          0        TA        TA
## 142      VinylSd     VinylSd       None          0        Gd        TA
## 143      BrkFace     Wd Sdng       None          0        TA        Fa
## 144      VinylSd     VinylSd    BrkFace        183        Gd        TA
## 145      HdBoard     HdBoard    BrkFace        336        TA        TA
## 146      VinylSd     VinylSd      Stone         50        Gd        TA
## 147      Wd Sdng     Wd Sdng       None          0        TA        TA
## 148      VinylSd     VinylSd    BrkFace        180        Gd        TA
## 149      VinylSd     VinylSd    BrkFace        120        TA        TA
## 150      MetalSd     MetalSd       None          0        TA        TA
## 151      HdBoard     HdBoard       None          0        TA        TA
## 152      VinylSd     VinylSd      Stone        436        Gd        TA
## 153      HdBoard     HdBoard    BrkFace        252        TA        TA
## 154      BrkFace     Plywood       None          0        TA        TA
## 155      Wd Sdng     Wd Sdng       None          0        TA        TA
## 156      Wd Sdng     Wd Sdng       None          0        TA        TA
## 157      Wd Sdng     Wd Sdng       None          0        TA        TA
## 158      VinylSd     VinylSd    BrkFace         84        Gd        TA
## 159      VinylSd     VinylSd       None          0        Gd        TA
## 160      VinylSd     VinylSd    BrkFace        456        Gd        TA
## 161      Plywood     Plywood       None          0        TA        TA
## 162      VinylSd     VinylSd    BrkFace        664        Gd        TA
## 163      VinylSd     VinylSd    BrkFace        226        Gd        TA
## 164      MetalSd     MetalSd       None          0        TA        TA
## 165      MetalSd     MetalSd       None          0        TA        Gd
## 166      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 167      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 168      VinylSd     VinylSd      Stone        300        Gd        TA
## 169      VinylSd     VinylSd       None          0        Gd        TA
## 170      Plywood     Plywood    BrkFace        653        Gd        TA
## 171      MetalSd     MetalSd       None          0        TA        TA
## 172      BrkFace     Plywood      Stone        112        TA        TA
## 173      HdBoard     HdBoard       None          0        Gd        Gd
## 174      WdShing     Wd Shng     BrkCmn        491        TA        TA
## 175      VinylSd     Plywood      Stone        132        TA        TA
## 176      WdShing     Wd Shng       None          0        TA        TA
## 177      Plywood     Plywood    BrkFace        268        Gd        TA
## 178      MetalSd     MetalSd       None          0        Gd        Gd
## 179      VinylSd     VinylSd      Stone        748        Ex        TA
## 180      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 181      MetalSd     MetalSd    BrkFace        456        Gd        TA
## 182       Stucco      Stucco       None          0        TA        TA
## 183      Wd Sdng     Wd Sdng    BrkFace         98        TA        TA
## 184      VinylSd     VinylSd       None          0        TA        TA
## 185      AsbShng     Plywood       None          0        TA        TA
## 186      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 187      HdBoard     HdBoard       None          0        TA        TA
## 188      HdBoard     HdBoard       None          0        TA        TA
## 189      Plywood     Plywood      Stone        275        TA        TA
## 190      CemntBd     CmentBd       None          0        Gd        TA
## 191      BrkFace     BrkFace       None          0        Gd        TA
## 192      HdBoard     HdBoard    BrkFace        138        TA        TA
## 193      VinylSd     VinylSd       None          0        Gd        TA
## 194      VinylSd     VinylSd      Stone         50        Gd        TA
## 195      HdBoard     HdBoard       None          0        TA        TA
## 196      Plywood     Brk Cmn       None          0        TA        TA
## 197      CemntBd     CmentBd      Stone        205        Ex        TA
## 198       Stucco      Stucco       None          0        Gd        Gd
## 199      Wd Sdng     Wd Sdng       None          0        TA        TA
## 200      VinylSd     VinylSd    BrkFace        262        Gd        TA
## 201      VinylSd     VinylSd       None          0        TA        TA
## 202      Plywood     Plywood       None          0        TA        TA
## 203      MetalSd     MetalSd       None          0        TA        Gd
## 204      VinylSd     VinylSd    BrkFace        205        Gd        TA
## 205      AsbShng     AsbShng       None          0        TA        TA
## 206      HdBoard     HdBoard       None          0        TA        TA
## 207      HdBoard     HdBoard       None          0        TA        Gd
## 208      Wd Sdng     Wd Sdng       None          0        TA        TA
## 209      Plywood     Plywood    BrkFace        128        Gd        TA
## 210      HdBoard     HdBoard      Stone        260        TA        TA
## 211       Stucco      Stucco       None          0        TA        TA
## 212      VinylSd     VinylSd       None          0        TA        TA
## 213      VinylSd     VinylSd       None          0        TA        TA
## 214      VinylSd     VinylSd       None          0        TA        TA
## 215      HdBoard     HdBoard    BrkFace        153        TA        TA
## 216      HdBoard     HdBoard    BrkFace         64        TA        TA
## 217      VinylSd     VinylSd    BrkFace        266        Gd        TA
## 218      MetalSd     MetalSd       None          0        TA        TA
## 219      VinylSd     VinylSd    BrkFace        312        Gd        Gd
## 220      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 221      VinylSd     VinylSd       None          0        Gd        TA
## 222      VinylSd     VinylSd       None          0        Gd        TA
## 223      VinylSd     VinylSd       None          0        TA        TA
## 224      HdBoard     HdBoard       None          0        TA        TA
## 225      VinylSd     VinylSd    BrkFace        922        Ex        TA
## 226      HdBoard     HdBoard    BrkFace        142        TA        TA
## 227      VinylSd     VinylSd    BrkFace        290        Gd        TA
## 228      HdBoard     HdBoard    BrkFace        127        TA        TA
## 229      HdBoard     HdBoard       None          0        TA        TA
## 230      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 231      MetalSd     MetalSd    BrkFace        220        TA        TA
## 232      VinylSd     VinylSd    BrkFace        506        Gd        TA
## 233      HdBoard     HdBoard    BrkFace        297        TA        TA
## 234      HdBoard     HdBoard       None          0        TA        TA
## 235      VinylSd     VinylSd       None          0        Gd        TA
## 236      HdBoard     HdBoard    BrkFace        604        TA        TA
## 237      VinylSd     VinylSd    BrkFace         98        Gd        TA
## 238      HdBoard     HdBoard       None          0        Gd        TA
## 239      VinylSd     VinylSd    BrkFace        254        Ex        TA
## 240      VinylSd     VinylSd       None          0        TA        TA
## 241      VinylSd     VinylSd      Stone         36        Gd        TA
## 242      VinylSd     VinylSd       None          0        TA        Gd
## 243      Wd Sdng     Wd Sdng       None          0        TA        TA
## 244      Plywood     Plywood       None          0        TA        TA
## 245      VinylSd     VinylSd       None          0        Gd        TA
## 246      Wd Sdng     Wd Sdng    BrkFace        102        TA        TA
## 247      AsbShng     AsbShng       None          0        TA        Fa
## 248      Wd Sdng     BrkFace       None          0        TA        TA
## 249      VinylSd     VinylSd    BrkFace        101        Gd        TA
## 250      Wd Sdng     HdBoard     BrkCmn        472        Gd        TA
## 251      Wd Sdng     Plywood       None          0        TA        Po
## 252      VinylSd     VinylSd      Stone        481        Gd        TA
## 253      VinylSd     VinylSd       None          0        Gd        TA
## 254      HdBoard     HdBoard    BrkFace        108        TA        TA
## 255      MetalSd     MetalSd       None          0        TA        Gd
## 256      VinylSd     VinylSd    BrkFace        302        Gd        TA
## 257      VinylSd     VinylSd       None          0        Gd        TA
## 258      VinylSd     VinylSd      Stone        180        Gd        TA
## 259      VinylSd     VinylSd    BrkFace        172        Gd        TA
## 260      BrkFace     BrkFace       None          0        TA        TA
## 261      Wd Sdng     Wd Sdng    BrkFace        399        TA        TA
## 262      CemntBd     CmentBd      Stone        270        Gd        TA
## 263      HdBoard     Plywood    BrkFace         46        TA        TA
## 264      Wd Sdng     Wd Sdng       None          0        TA        TA
## 265      Wd Sdng     Wd Sdng       None          0        TA        TA
## 266      MetalSd     MetalSd    BrkFace        210        TA        Gd
## 267      VinylSd     VinylSd       None          0        TA        TA
## 268      Wd Sdng     Wd Sdng       None          0        TA        TA
## 269      VinylSd     VinylSd       None          0        TA        TA
## 270      HdBoard     HdBoard    BrkFace        174        TA        Gd
## 271      VinylSd     VinylSd       None          0        Gd        TA
## 272      Plywood     Plywood       None          0        TA        TA
## 273      VinylSd     VinylSd    BrkFace        348        Gd        TA
## 274      Wd Sdng     Wd Sdng     BrkCmn        183        TA        TA
## 275      HdBoard     ImStucc       None          0        TA        TA
## 276      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 277      VinylSd     VinylSd       None          0        Gd        TA
## 278      VinylSd     VinylSd       None          0        TA        TA
## 279      CemntBd     CmentBd    BrkFace        315        Ex        TA
## 280      Plywood     Plywood    BrkFace        299        TA        TA
## 281      Plywood     Plywood    BrkFace        340        Gd        TA
## 282      VinylSd     VinylSd      Stone         68        Gd        TA
## 283      VinylSd     VinylSd      Stone        166        Gd        TA
## 284      VinylSd     VinylSd      Stone         72        Gd        TA
## 285      Plywood     ImStucc       None          0        Gd        TA
## 286      MetalSd     MetalSd       None          0        Gd        TA
## 287      Wd Sdng     Wd Sdng       None          0        TA        TA
## 288      HdBoard     HdBoard       None          0        TA        TA
## 289      MetalSd     MetalSd    BrkFace         31        TA        Gd
## 290      Wd Sdng     Wd Sdng       None          0        TA        TA
## 291      VinylSd     VinylSd       None          0        Gd        TA
## 292      VinylSd     VinylSd       None          0        TA        Fa
## 293      Wd Sdng     Wd Sdng       None          0        TA        TA
## 294      Plywood     Plywood    BrkFace         34        TA        TA
## 295      HdBoard     HdBoard      Stone        238        TA        TA
## 296      HdBoard     HdBoard       None          0        TA        TA
## 297      Wd Sdng     Wd Sdng       None          0        TA        TA
## 298      VinylSd     VinylSd    BrkFace       1600        Gd        TA
## 299      HdBoard     AsphShn    BrkFace        365        Gd        TA
## 300      HdBoard     HdBoard       None          0        TA        Gd
## 301      MetalSd     MetalSd    BrkFace         56        TA        TA
## 302      VinylSd     VinylSd       None          0        Gd        TA
## 303      VinylSd     VinylSd    BrkFace        150        Gd        TA
## 304      VinylSd     VinylSd       None          0        TA        TA
## 305      CemntBd     CmentBd       None          0        TA        TA
## 306      CemntBd     CmentBd      Stone        246        Gd        TA
## 307      HdBoard     Plywood    BrkFace        246        Gd        TA
## 308      MetalSd     MetalSd       None          0        TA        Fa
## 309      VinylSd     VinylSd       None          0        TA        TA
## 310      VinylSd     VinylSd       None          0        Gd        TA
## 311      HdBoard     HdBoard    BrkFace        112        TA        TA
## 312      VinylSd     VinylSd       None          0        TA        Gd
## 313      MetalSd     MetalSd       None          0        TA        TA
## 314      BrkFace     BrkFace       None          0        TA        TA
## 315      Wd Sdng     Wd Sdng       None          0        TA        TA
## 316      VinylSd     VinylSd       None          0        Gd        TA
## 317      CemntBd     CmentBd    BrkFace        278        Gd        TA
## 318      VinylSd     VinylSd       None          0        Gd        TA
## 319      HdBoard     HdBoard    BrkFace        256        Gd        TA
## 320      Plywood     Plywood    BrkFace        225        TA        TA
## 321      VinylSd     VinylSd      Stone        370        TA        TA
## 322      VinylSd     VinylSd    BrkFace        388        Gd        TA
## 323      Plywood     Plywood    BrkFace        172        Gd        TA
## 324      VinylSd     VinylSd       None          0        TA        Gd
## 325      Wd Sdng     Wd Sdng    BrkFace        300        Gd        Gd
## 326      MetalSd     MetalSd       None          0        TA        TA
## 327      BrkFace     BrkFace       None          0        Gd        TA
## 328      Wd Sdng     Wd Sdng    BrkFace        175        TA        TA
## 329      Wd Sdng     Wd Shng       None          0        TA        TA
## 330      Wd Sdng     Wd Shng       None          0        TA        TA
## 331      HdBoard     HdBoard    BrkFace         84        TA        TA
## 332      Wd Sdng     Wd Sdng       None          0        TA        TA
## 333      VinylSd     VinylSd    BrkFace        296        Gd        TA
## 334      VinylSd     VinylSd      Stone        146        Gd        TA
## 335      VinylSd     VinylSd       None          0        TA        TA
## 336      Plywood     Plywood       None          0        TA        TA
## 337      VinylSd     VinylSd      Stone        200        Gd        TA
## 338      VinylSd     VinylSd    BrkFace        113        Gd        TA
## 339      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 340      Wd Sdng     Wd Sdng    BrkFace        176        TA        TA
## 341      VinylSd     VinylSd       None          0        Gd        TA
## 342      Wd Sdng     AsbShng       None          0        Fa        Fa
## 343       Stucco      Stucco    BrkFace        340        TA        TA
## 344      MetalSd     MetalSd    BrkFace        616        Ex        TA
## 345      CemntBd     CmentBd       None          0        TA        TA
## 346      MetalSd     MetalSd       None          0        TA        TA
## 347      MetalSd     MetalSd       None          0        TA        Gd
## 348      Wd Sdng     Wd Sdng    BrkFace         30        TA        TA
## 349      VinylSd     Wd Shng      Stone        106        Gd        TA
## 350      CemntBd     CmentBd    BrkFace        870        Ex        TA
## 351      MetalSd     MetalSd    BrkFace        362        Ex        TA
## 352      Wd Sdng     Wd Sdng       None          0        TA        TA
## 353      VinylSd     VinylSd       None          0        TA        TA
## 354      VinylSd     VinylSd       None          0        TA        Gd
## 355      Wd Sdng     MetalSd       None          0        TA        TA
## 356      VinylSd     VinylSd       None          0        Gd        Gd
## 357      HdBoard     HdBoard    BrkFace        106        TA        TA
## 358      CemntBd     CmentBd       None          0        TA        TA
## 359      Wd Sdng     ImStucc    BrkFace        120        TA        TA
## 360      VinylSd     VinylSd    BrkFace        530        Gd        TA
## 361      VinylSd     VinylSd       None          0        TA        TA
## 362      MetalSd     MetalSd       None          0        TA        TA
## 363      HdBoard     HdBoard    BrkFace        500        Gd        TA
## 364      HdBoard     HdBoard    BrkFace        510        TA        TA
## 365      HdBoard     HdBoard    BrkFace        120        TA        TA
## 366      VinylSd     VinylSd       None          0        TA        Gd
## 367      Plywood     Plywood    BrkFace        247        TA        TA
## 368      Plywood     Plywood    BrkFace        305        TA        TA
## 369      HdBoard     HdBoard    BrkFace        200        TA        TA
## 370      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 371      VinylSd     VinylSd       None          0        TA        TA
## 372      WdShing     Plywood       None          0        TA        TA
## 373      Plywood     Plywood       None          0        TA        TA
## 374      MetalSd     MetalSd       None          0        TA        TA
## 375      VinylSd     VinylSd       None          0        Gd        TA
## 376      Wd Sdng     Wd Sdng       None          0        Fa        Fa
## 377      VinylSd     VinylSd       None          0        Gd        TA
## 378      CemntBd     CmentBd       None          0        Gd        TA
## 379      VinylSd     VinylSd      Stone        350        Gd        TA
## 380      VinylSd     VinylSd    BrkFace         16        TA        TA
## 381      BrkFace     Wd Sdng       None          0        TA        TA
## 382      VinylSd     VinylSd       None          0        Gd        TA
## 383      VinylSd     VinylSd       None          0        Gd        TA
## 384      Wd Sdng     Wd Sdng       None          0        TA        TA
## 385      HdBoard     HdBoard       None          0        Gd        TA
## 386      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 387      Wd Sdng     VinylSd       None          0        TA        Fa
## 388      MetalSd     MetalSd    BrkFace        255        TA        TA
## 389      VinylSd     VinylSd    BrkFace        125        Gd        TA
## 390      VinylSd     VinylSd      Stone        272        Ex        TA
## 391      MetalSd     MetalSd       None          0        TA        TA
## 392      VinylSd     VinylSd       None          0        TA        TA
## 393      MetalSd     MetalSd       None          0        TA        TA
## 394      WdShing     Wd Shng       None          0        TA        TA
## 395      MetalSd     MetalSd       None          0        TA        TA
## 396      Wd Sdng     Wd Sdng       None          0        TA        TA
## 397      MetalSd     MetalSd       None          0        TA        TA
## 398      VinylSd     VinylSd    BrkFace        288        TA        TA
## 399      MetalSd     MetalSd       None          0        TA        Fa
## 400      CemntBd     CmentBd      Stone        100        Gd        TA
## 401      BrkFace     BrkFace       None          0        Gd        TA
## 402      VinylSd     VinylSd       None          0        Gd        TA
## 403      Wd Sdng     Wd Sdng       None          0        TA        TA
## 404      VinylSd     VinylSd    BrkFace        650        Gd        TA
## 405      MetalSd     MetalSd       None          0        TA        TA
## 406      Plywood     Plywood       None          0        TA        TA
## 407      MetalSd     MetalSd       None          0        TA        TA
## 408      Wd Sdng     Plywood       None          0        TA        TA
## 409      VinylSd     VinylSd    BrkFace        350        Gd        TA
## 410      VinylSd     VinylSd      Stone        100        Gd        TA
## 411      BrkComm     Brk Cmn       None          0        TA        Fa
## 412      Wd Sdng     Wd Sdng       None          0        TA        TA
## 413      MetalSd     MetalSd      Stone        432        Ex        TA
## 414      WdShing     Wd Shng       None          0        TA        TA
## 415      VinylSd     VinylSd       None          0        Gd        TA
## 416      VinylSd     VinylSd       None          0        Gd        TA
## 417      HdBoard     HdBoard    BrkFace        203        TA        TA
## 418      Wd Sdng      Stucco       None          0        TA        TA
## 419      MetalSd     MetalSd       None          0        TA        TA
## 420      VinylSd     VinylSd       None          0        TA        TA
## 421      VinylSd     VinylSd    BrkFace        200        TA        Gd
## 422      CemntBd     CmentBd      Stone        126        Gd        TA
## 423      HdBoard     HdBoard       None          0        TA        TA
## 424      VinylSd     VinylSd    BrkFace        473        Gd        TA
## 425      Wd Sdng     Wd Sdng    BrkFace         74        TA        TA
## 426      HdBoard     HdBoard       None          0        TA        Gd
## 427      Wd Sdng     Wd Sdng    BrkFace        145        Gd        TA
## 428      MetalSd     MetalSd       None          0        TA        TA
## 429      VinylSd     VinylSd    BrkFace        108        Gd        TA
## 430      HdBoard     HdBoard       None          0        TA        TA
## 431      HdBoard     HdBoard    BrkFace        232        TA        TA
## 432      MetalSd     MetalSd       None          0        TA        TA
## 433      HdBoard     HdBoard    BrkFace        376        TA        TA
## 434      VinylSd     VinylSd       None          0        TA        TA
## 435      CemntBd     CmentBd       None          0        TA        Gd
## 436      VinylSd     VinylSd       None          0        Gd        TA
## 437       Stucco      Stucco       None          0        TA        TA
## 438      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 439      WdShing      Stucco       None          0        TA        TA
## 440      Wd Sdng     Wd Sdng       None          0        TA        TA
## 441      VinylSd     VinylSd      Stone        200        Ex        TA
## 442      VinylSd     VinylSd    BrkFace        270        TA        TA
## 443      MetalSd     MetalSd       None          0        TA        TA
## 444      WdShing     Wd Shng    BrkFace         72        Gd        TA
## 445      VinylSd     VinylSd       None          0        Gd        Gd
## 446      Wd Sdng     Wd Sdng       None          0        TA        TA
## 447      BrkFace     Plywood       None          0        Gd        TA
## 448      VinylSd     VinylSd       None          0        Gd        TA
## 449      MetalSd     MetalSd       None          0        TA        TA
## 450      MetalSd     MetalSd       None          0        TA        Gd
## 451      Wd Sdng     Wd Sdng       None          0        TA        TA
## 452      Plywood     Plywood       None          0        TA        TA
## 453      VinylSd     VinylSd    BrkFace         42        Gd        TA
## 454      VinylSd     VinylSd       None          0        Gd        TA
## 455      Plywood     Plywood       None          0        TA        TA
## 456      HdBoard     HdBoard    BrkFace        320        TA        TA
## 457      AsbShng     AsbShng       None          0        TA        TA
## 458      Plywood     Plywood       None          0        TA        TA
## 459       Stucco     Wd Shng       None          0        TA        Gd
## 460      MetalSd     MetalSd     BrkCmn        161        TA        TA
## 461      VinylSd     VinylSd      Stone        110        Gd        TA
## 462      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 463      MetalSd     MetalSd       None          0        TA        TA
## 464       Stucco      Stucco       None          0        TA        TA
## 465      HdBoard     HdBoard    BrkFace        136        TA        TA
## 466      VinylSd     VinylSd    BrkFace         18        Gd        TA
## 467      Plywood     Plywood       None          0        TA        Gd
## 468      MetalSd     MetalSd      Stone        224        TA        TA
## 469      VinylSd     VinylSd      Stone        248        Gd        TA
## 470      HdBoard     HdBoard    BrkFace        120        Gd        TA
## 471      HdBoard     HdBoard       None          0        Gd        TA
## 472      WdShing     Plywood       None          0        TA        TA
## 473      VinylSd     VinylSd    BrkFace         80        TA        TA
## 474      VinylSd     VinylSd    BrkFace        304        Gd        TA
## 475      CemntBd     CmentBd       None          0        Gd        TA
## 476      HdBoard     HdBoard       None          0        TA        TA
## 477      VinylSd     VinylSd    BrkFace        215        TA        TA
## 478      VinylSd     VinylSd    BrkFace        772        Ex        TA
## 479      VinylSd     VinylSd      Stone        336        Gd        TA
## 480       Stucco      Stucco     BrkCmn        435        TA        TA
## 481      VinylSd     VinylSd    BrkFace        378        Gd        TA
## 482      VinylSd     VinylSd    BrkFace        562        Gd        TA
## 483       Stucco      Stucco       None          0        Gd        TA
## 484      VinylSd     VinylSd    BrkFace        116        TA        TA
## 485      HdBoard     Plywood       None          0        TA        Gd
## 486      MetalSd     MetalSd       None          0        Gd        TA
## 487      MetalSd     MetalSd    BrkFace        168        TA        TA
## 488      Plywood     Plywood       None          0        TA        TA
## 489      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 490      CemntBd     CmentBd       None          0        TA        Gd
## 491      CemntBd     CmentBd       None          0        TA        TA
## 492      Wd Sdng     Wd Sdng       None          0        TA        TA
## 493      VinylSd     VinylSd       None          0        Gd        TA
## 494      BrkFace     Wd Sdng       None          0        TA        TA
## 495      MetalSd     MetalSd       None          0        TA        TA
## 496      Wd Sdng     Wd Sdng       None          0        TA        TA
## 497      BrkFace     BrkFace       None          0        Gd        TA
## 498      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 499      HdBoard     HdBoard    BrkFace         89        TA        TA
## 500      MetalSd     MetalSd       None          0        TA        TA
## 501      HdBoard     HdBoard    BrkFace        285        TA        TA
## 502      VinylSd     VinylSd       None          0        Gd        TA
## 503      MetalSd     MetalSd       None          0        TA        TA
## 504      BrkFace     Wd Sdng       None          0        TA        TA
## 505      Plywood     Brk Cmn       None          0        TA        TA
## 506      Wd Sdng     Wd Sdng    BrkFace        360        TA        TA
## 507      VinylSd     VinylSd    BrkFace        125        Gd        TA
## 508      VinylSd     VinylSd       None          0        Gd        TA
## 509      MetalSd     MetalSd       None          0        TA        Ex
## 510      MetalSd     MetalSd    BrkFace        132        TA        TA
## 511      Wd Sdng     Wd Sdng     BrkCmn         70        Gd        TA
## 512      VinylSd     VinylSd      Stone         94        Gd        TA
## 513      VinylSd     VinylSd       None          0        TA        TA
## 514      VinylSd     VinylSd       None          0        TA        Gd
## 515      Wd Sdng     Wd Sdng       None          0        TA        TA
## 516      CemntBd     CmentBd    BrkFace        305        Ex        TA
## 517      HdBoard     HdBoard    BrkFace        333        TA        TA
## 518      VinylSd     VinylSd    BrkFace        921        Gd        TA
## 519      VinylSd     VinylSd       None          0        TA        TA
## 520      MetalSd     MetalSd       None          0        Gd        TA
## 521      MetalSd     MetalSd       None          0        TA        TA
## 522      VinylSd     VinylSd       None          0        TA        TA
## 523      CemntBd     CmentBd       None          0        TA        Gd
## 524      VinylSd     VinylSd    BrkFace        594        Gd        TA
## 525      VinylSd     VinylSd       None          0        Gd        TA
## 526      Wd Sdng     Wd Sdng       None          0        TA        TA
## 527      VinylSd     VinylSd      Stone        268        Ex        TA
## 528      Wd Sdng     Wd Sdng       None          0        TA        TA
## 529      Wd Sdng       Stone       None          0        Gd        TA
## 530      HdBoard     HdBoard    BrkFace        219        Gd        TA
## 531      Wd Sdng     Wd Sdng       None          0        TA        TA
## 532      VinylSd     VinylSd       None          0        TA        TA
## 533      VinylSd     VinylSd       None          0        Fa        Fa
## 534      VinylSd     VinylSd       None          0        Gd        TA
## 535      MetalSd     MetalSd       None          0        TA        TA
## 536      VinylSd     VinylSd       None          0        TA        TA
## 537      MetalSd     MetalSd       None          0        TA        TA
## 538      Plywood     Plywood    BrkFace        188        TA        TA
## 539      VinylSd     VinylSd    BrkFace        479        Gd        TA
## 540      VinylSd     VinylSd    BrkFace        584        Ex        TA
## 541      VinylSd     VinylSd    BrkFace         72        Gd        TA
## 542      VinylSd     VinylSd       None          0        Gd        TA
## 543      MetalSd     MetalSd    BrkFace        182        TA        TA
## 544      VinylSd     VinylSd       None          0        Gd        TA
## 545      HdBoard     HdBoard    BrkFace        178        Gd        Gd
## 546      BrkFace     Wd Sdng       None          0        TA        TA
## 547      VinylSd     VinylSd       None          0        TA        Gd
## 548      MetalSd     MetalSd       None          0        TA        Gd
## 549      VinylSd     VinylSd       None          0        Gd        TA
## 550      Plywood     Plywood       None          0        TA        TA
## 551      BrkFace     BrkFace       None          0        TA        TA
## 552      VinylSd     VinylSd      Stone        250        Gd        TA
## 553      VinylSd     VinylSd       None          0        TA        TA
## 554      VinylSd     VinylSd    BrkFace        292        Gd        TA
## 555      MetalSd     MetalSd       None          0        TA        TA
## 556      Wd Sdng     Wd Sdng       None          0        TA        TA
## 557      MetalSd     MetalSd       None          0        TA        TA
## 558      HdBoard     HdBoard       None          0        TA        TA
## 559      VinylSd     VinylSd    BrkFace         18        Gd        TA
## 560      Wd Sdng     Wd Sdng    BrkFace        180        TA        TA
## 561      HdBoard     HdBoard       None          0        TA        TA
## 562      WdShing     Wd Shng       None          0        TA        TA
## 563      Wd Sdng     Wd Sdng       None          0        TA        TA
## 564      HdBoard     HdBoard       None          0        Gd        TA
## 565      Wd Sdng     Wd Sdng       None          0        TA        TA
## 566      VinylSd     VinylSd    BrkFace        245        Gd        TA
## 567      VinylSd     VinylSd    BrkFace        168        Gd        TA
## 568      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 569      MetalSd     MetalSd       None          0        TA        TA
## 570      HdBoard     HdBoard    BrkFace        108        TA        TA
## 571      WdShing     Wd Shng    BrkFace        207        TA        TA
## 572      VinylSd     VinylSd       None          0        TA        TA
## 573      VinylSd     VinylSd       None          0        TA        TA
## 574      MetalSd     AsphShn    BrkFace         82        TA        TA
## 575      MetalSd     MetalSd       None          0        TA        TA
## 576      Wd Sdng     Wd Sdng       None          0        TA        TA
## 577      VinylSd     VinylSd    BrkFace         97        TA        TA
## 578      VinylSd     VinylSd       None          0        Gd        TA
## 579      MetalSd     MetalSd    BrkFace        335        TA        TA
## 580      Wd Sdng     Wd Sdng    BrkFace         85        TA        TA
## 581      VinylSd     VinylSd    BrkFace        306        Ex        TA
## 582      HdBoard     HdBoard    BrkFace        104        TA        Gd
## 583      Wd Sdng     Wd Sdng       None          0        Ex        Ex
## 584      AsbShng     AsbShng       None          0        TA        TA
## 585      VinylSd     VinylSd    BrkFace        208        Gd        TA
## 586       Stucco     Wd Shng       None          0        TA        Gd
## 587      HdBoard     HdBoard       None          0        TA        TA
## 588      Wd Sdng     Wd Sdng       None          0        TA        TA
## 589      VinylSd     VinylSd       None          0        TA        TA
## 590      VinylSd     VinylSd       None          0        Gd        TA
## 591      CemntBd     CmentBd      Stone        420        Ex        TA
## 592      HdBoard     HdBoard       None          0        TA        Gd
## 593      VinylSd     VinylSd    BrkFace        170        Gd        TA
## 594      HdBoard     HdBoard       None          0        TA        TA
## 595      VinylSd       Other    BrkFace        238        Gd        TA
## 596      VinylSd     VinylSd       None          0        TA        TA
## 597      VinylSd     VinylSd    BrkFace         72        Gd        TA
## 598      Plywood     Plywood    BrkFace        459        TA        TA
## 599      MetalSd     MetalSd       None          0        TA        Gd
## 600      VinylSd     VinylSd    BrkFace        280        Gd        TA
## 601      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 602      HdBoard     HdBoard       None          0        Gd        TA
## 603      MetalSd     MetalSd       None          0        Gd        TA
## 604      VinylSd     VinylSd    BrkFace         99        Gd        TA
## 605      HdBoard     HdBoard    BrkFace        176        TA        TA
## 606      VinylSd     VinylSd       None          0        TA        Gd
## 607      MetalSd     MetalSd       None          0        TA        Gd
## 608      BrkFace     Wd Sdng       None          0        TA        TA
## 609      VinylSd     VinylSd     BrkCmn        192        TA        Fa
## 610      VinylSd     VinylSd    BrkFace        204        Gd        TA
## 611      HdBoard     HdBoard    BrkFace        233        TA        TA
## 612      VinylSd     VinylSd    BrkFace        108        Gd        TA
## 613      VinylSd     VinylSd       None          0        TA        TA
## 614      CemntBd     CmentBd       None          0        TA        TA
## 615      MetalSd     MetalSd    BrkFace        156        TA        Gd
## 616      VinylSd     VinylSd       None          0        Gd        TA
## 617      MetalSd     MetalSd       None          0        TA        TA
## 618      CemntBd     CmentBd    BrkFace        452        Ex        TA
## 619      VinylSd     VinylSd      Stone        226        Gd        TA
## 620       Stucco      Stucco       None          0        TA        TA
## 621      HdBoard     HdBoard       None          0        TA        TA
## 622      Plywood     Plywood    BrkFace        153        TA        TA
## 623      MetalSd     MetalSd    BrkFace        513        Gd        TA
## 624      VinylSd     VinylSd       None        288        TA        TA
## 625      Wd Sdng     Wd Sdng    BrkFace        261        TA        TA
## 626      Wd Sdng     Wd Sdng       None          0        TA        TA
## 627      AsbShng     AsbShng    BrkFace        164        TA        TA
## 628      Plywood     Plywood    BrkFace        192        TA        TA
## 629      Plywood     Wd Sdng    BrkFace        259        TA        TA
## 630      VinylSd     VinylSd       None          0        TA        TA
## 631      VinylSd     VinylSd      Stone        108        Gd        TA
## 632      Plywood     Plywood    BrkFace        209        TA        Gd
## 633      Wd Sdng     Wd Sdng       None          0        TA        TA
## 634      Plywood     Plywood       None          0        TA        TA
## 635      VinylSd     VinylSd       None          0        Fa        TA
## 636      AsbShng     AsbShng       None          0        Fa        Fa
## 637      Wd Sdng     Wd Sdng       None          0        TA        TA
## 638      MetalSd     Wd Sdng       None          0        TA        TA
## 639      VinylSd     VinylSd       None          0        Gd        TA
## 640      MetalSd     MetalSd    BrkFace        472        Ex        TA
## 641      VinylSd     VinylSd       None          0        Gd        TA
## 642      Plywood     Wd Sdng       None          0        Gd        TA
## 643      WdShing     HdBoard    BrkFace        263        TA        TA
## 644      CemntBd     CmentBd      Stone        162        Ex        TA
## 645      Plywood     Plywood       None          0        TA        TA
## 646      MetalSd     MetalSd       None          0        TA        TA
## 647      Wd Sdng     Wd Sdng      Stone        216        TA        TA
## 648      MetalSd     MetalSd    BrkFace        351        TA        TA
## 649      CemntBd     CmentBd       None          0        TA        TA
## 650      CemntBd     CmentBd       None          0        Gd        TA
## 651      MetalSd     MetalSd       None          0        TA        TA
## 652      VinylSd     VinylSd       None          0        Gd        TA
## 653      MetalSd     MetalSd       None          0        TA        TA
## 654      MetalSd     MetalSd    BrkFace        660        Gd        Gd
## 655      HdBoard     ImStucc    BrkFace        381        TA        TA
## 656      HdBoard     HdBoard    BrkFace         54        Gd        TA
## 657       Stucco     Wd Shng       None          0        TA        Fa
## 658      VinylSd     VinylSd       None          0        TA        TA
## 659      MetalSd     MetalSd       None          0        TA        Gd
## 660      Plywood     Plywood    BrkFace        233        TA        TA
## 661      VinylSd     VinylSd    BrkFace        528        Gd        TA
## 662      Wd Sdng     Wd Sdng    BrkFace        216        TA        TA
## 663      Plywood     Plywood       None          0        TA        TA
## 664      VinylSd     VinylSd       None          0        Gd        TA
## 665      VinylSd     VinylSd    BrkFace         40        Gd        TA
## 666      Plywood     Plywood     BrkCmn        113        TA        Gd
## 667      HdBoard     HdBoard    BrkFace        258        TA        TA
## 668      CemntBd     Wd Sdng       None          0        TA        TA
## 669      MetalSd     MetalSd       None          0        TA        TA
## 670      VinylSd     VinylSd       None          0        Gd        TA
## 671      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 672      Plywood     Plywood       None          0        Gd        TA
## 673      CemntBd     CmentBd    BrkFace        106        TA        TA
## 674      HdBoard     HdBoard       None          0        TA        TA
## 675      Plywood     Brk Cmn       None          0        TA        TA
## 676      AsbShng      Stucco       None          0        TA        TA
## 677      VinylSd     VinylSd       None          0        Gd        TA
## 678      VinylSd     VinylSd      Stone        464        Gd        TA
## 679      Wd Sdng     Wd Sdng    BrkFace         57        TA        TA
## 680      Plywood     Plywood       None          0        TA        TA
## 681      VinylSd      Stucco       None          0        TA        TA
## 682      Wd Sdng     Wd Sdng       None          0        TA        TA
## 683      VinylSd     VinylSd      Stone        215        Gd        TA
## 684      VinylSd     VinylSd    BrkFace         30        Gd        TA
## 685      HdBoard     HdBoard       None          0        Gd        TA
## 686      VinylSd     VinylSd       None          0        Gd        TA
## 687      MetalSd     MetalSd       None          0        Gd        TA
## 688      MetalSd     MetalSd    BrkFace          0        Gd        TA
## 689      VinylSd     VinylSd      Stone        256        Gd        TA
## 690      VinylSd     VinylSd    BrkFace        147        Gd        TA
## 691      HdBoard     HdBoard    BrkFace       1170        Ex        TA
## 692      MetalSd     MetalSd    BrkFace        293        Gd        TA
## 693      MetalSd     MetalSd       None          0        TA        TA
## 694      Wd Sdng     Wd Sdng       None          0        TA        Fa
## 695      HdBoard     HdBoard    BrkFace         72        TA        TA
## 696      Wd Sdng     Wd Shng       None          0        TA        TA
## 697      Wd Sdng     Wd Sdng       None          0        TA        TA
## 698      MetalSd     MetalSd       None          0        TA        Gd
## 699      MetalSd     MetalSd       None          0        Gd        TA
## 700      VinylSd     VinylSd    BrkFace        630        Gd        TA
## 701      HdBoard     HdBoard    BrkFace        168        TA        TA
## 702      VinylSd     VinylSd    BrkFace        466        Ex        TA
## 703      Wd Sdng     Wd Sdng       None          0        TA        Gd
## 704      VinylSd     VinylSd    BrkFace        109        Gd        TA
## 705      VinylSd     Wd Shng       None          0        Fa        Fa
## 706      Plywood     Plywood      Stone        351        TA        TA
## 707      MetalSd     MetalSd    BrkFace        176        Gd        TA
## 708      VinylSd     VinylSd       None          0        Gd        TA
## 709      HdBoard     HdBoard     BrkCmn         41        TA        TA
## 710      VinylSd     VinylSd       None          0        Gd        TA
## 711      MetalSd     MetalSd       None          0        TA        TA
## 712      HdBoard     HdBoard       None          0        Gd        TA
## 713      HdBoard     HdBoard    BrkFace        160        TA        TA
## 714      HdBoard     Plywood    BrkFace        289        Gd        TA
## 715      HdBoard     HdBoard    BrkFace        174        TA        TA
## 716      Wd Sdng     VinylSd       None          0        TA        Gd
## 717      HdBoard     HdBoard       None          0        TA        TA
## 718      Wd Sdng     ImStucc    BrkFace        651        Gd        TA
## 719      HdBoard     Plywood       None          0        TA        TA
## 720      HdBoard     HdBoard       None          0        Gd        TA
## 721      VinylSd     VinylSd    BrkFace        169        Gd        TA
## 722      MetalSd     MetalSd       None          0        TA        Gd
## 723      MetalSd     MetalSd       None          0        TA        TA
## 724      CemntBd     CmentBd      Stone        340        Ex        TA
## 725      HdBoard     Plywood       None          0        TA        TA
## 726      Wd Sdng     Plywood    BrkFace        260        Gd        Gd
## 727      VinylSd     VinylSd      Stone         82        Gd        TA
## 728      VinylSd     VinylSd    BrkFace         95        TA        TA
## 729      MetalSd     MetalSd       None          0        TA        TA
## 730      CemntBd     CmentBd       None          0        Gd        TA
## 731      VinylSd     VinylSd    BrkFace        442        Gd        TA
## 732      VinylSd     VinylSd    BrkFace        202        Gd        TA
## 733      HdBoard     HdBoard       None          0        TA        TA
## 734      Plywood     Plywood       None          0        TA        TA
## 735      Wd Sdng     Wd Sdng       None          0        TA        TA
## 736       Stucco       Stone       None          0        TA        TA
## 737      VinylSd     VinylSd       None          0        Gd        TA
## 738      Plywood     Plywood       None          0        TA        TA
## 739      VinylSd     VinylSd       None          0        Gd        TA
## 740      Wd Sdng     Wd Shng       None          0        TA        Gd
## 741      HdBoard     HdBoard       None          0        TA        Gd
## 742      VinylSd     VinylSd    BrkFace        108        TA        TA
## 743      HdBoard     HdBoard       None          0        TA        TA
## 744      HdBoard     HdBoard       None          0        Gd        TA
## 745      VinylSd     VinylSd    BrkFace        289        Ex        Gd
## 746      VinylSd     VinylSd       None          0        Gd        TA
## 747       Stucco      Stucco       None          0        Gd        TA
## 748      VinylSd     VinylSd    BrkFace        338        Gd        TA
## 749      WdShing     Wd Shng       None          0        TA        TA
## 750      Wd Sdng     Wd Sdng       None          0        TA        TA
## 751      VinylSd     VinylSd       None          0        Gd        TA
## 752      VinylSd     VinylSd       None          0        TA        Gd
## 753      VinylSd     VinylSd    BrkFace        178        Gd        TA
## 754      Plywood     Plywood       None          0        TA        TA
## 755      MetalSd     MetalSd    BrkFace        894        TA        TA
## 756      VinylSd     VinylSd       None          0        Gd        TA
## 757      HdBoard     HdBoard     BrkCmn        328        TA        TA
## 758      MetalSd     MetalSd    BrkFace        360        TA        TA
## 759      VinylSd     VinylSd    BrkFace        513        Gd        TA
## 760      Wd Sdng     Wd Sdng       None          0        TA        TA
## 761      Wd Sdng     Wd Sdng       None          0        TA        TA
## 762      VinylSd     VinylSd       None          0        TA        TA
## 763      VinylSd     VinylSd    BrkFace        673        Gd        TA
## 764      BrkFace     BrkFace       None          0        Gd        Gd
## 765      VinylSd     VinylSd      Stone        284        Gd        TA
## 766      HdBoard     HdBoard    BrkFace         42        TA        TA
## 767      VinylSd     VinylSd       None          0        TA        TA
## 768      VinylSd     VinylSd       None          0        Gd        TA
## 769      CemntBd     Wd Shng    BrkFace        603        Ex        TA
## 770      Wd Sdng     Wd Sdng       None          0        TA        TA
## 771      Wd Sdng     Wd Sdng       None          0        TA        TA
## 772      Plywood     Plywood       None          0        TA        TA
## 773      Wd Sdng     Wd Sdng       None          1        TA        TA
## 774      VinylSd     VinylSd    BrkFace        375        Gd        TA
## 775      VinylSd     VinylSd    BrkFace        320        TA        TA
## 776      VinylSd     VinylSd    BrkFace        240        Gd        TA
## 777      HdBoard     Plywood       None          0        TA        TA
## 778      Plywood     Plywood    BrkFace        320        TA        TA
## 779      Plywood     ImStucc    BrkFace         90        TA        TA
## 780      HdBoard     HdBoard    BrkFace         38        TA        TA
## 781      VinylSd     VinylSd       None          0        Gd        Gd
## 782      VinylSd     VinylSd       None          0        Gd        TA
## 783      Plywood     Plywood    BrkFace        104        TA        Gd
## 784      Wd Sdng     Wd Shng       None          0        TA        TA
## 785      BrkFace     Wd Sdng       None          0        TA        TA
## 786      MetalSd     MetalSd       None          0        TA        Gd
## 787      VinylSd     VinylSd       None          0        Gd        TA
## 788      MetalSd     MetalSd       None          0        TA        TA
## 789      HdBoard     HdBoard    BrkFace        157        TA        TA
## 790      VinylSd     VinylSd    BrkFace         11        Gd        TA
## 791      HdBoard     HdBoard       None          0        TA        TA
## 792      MetalSd     MetalSd       None          0        Gd        TA
## 793      CemntBd     CmentBd      Stone        140        Gd        TA
## 794      MetalSd     MetalSd       None          0        Gd        TA
## 795      HdBoard     HdBoard    BrkFace        130        TA        TA
## 796      Plywood     Plywood    BrkFace        148        TA        TA
## 797      VinylSd     VinylSd       None          0        TA        TA
## 798      VinylSd     VinylSd      Stone        860        Ex        TA
## 799      Wd Sdng     Wd Sdng    BrkFace        252        TA        TA
## 800      VinylSd     VinylSd       None          0        TA        TA
## 801      MetalSd     MetalSd       None          0        TA        TA
## 802      WdShing     Wd Shng       None          0        Gd        TA
## 803      VinylSd     VinylSd      Stone        424        Ex        TA
## 804      Wd Sdng     Wd Sdng       None          0        TA        TA
## 805      VinylSd     VinylSd      Stone        256        Gd        TA
## 806      VinylSd     VinylSd       None          0        TA        TA
## 807      Wd Sdng     Wd Sdng       None          0        TA        TA
## 808      VinylSd     VinylSd    BrkFace       1047        TA        TA
## 809      AsbShng     AsbShng       None          0        TA        TA
## 810      HdBoard     HdBoard    BrkFace         99        TA        TA
## 811      VinylSd     VinylSd    BrkFace        169        Gd        TA
## 812      Wd Sdng     Wd Sdng       None          0        Fa        TA
## 813      MetalSd     MetalSd    BrkFace        243        TA        TA
## 814       Stucco      Stucco       None          0        TA        TA
## 815      VinylSd     VinylSd    BrkFace        442        TA        TA
## 816      BrkFace     BrkFace       None          0        TA        TA
## 817      CemntBd     CmentBd    BrkFace        148        Gd        TA
## 818      HdBoard     HdBoard    BrkFace         80        TA        TA
## 819      VinylSd     VinylSd      Stone        128        Gd        TA
## 820      VinylSd     VinylSd       None          0        Gd        TA
## 821      MetalSd     MetalSd       None          0        Fa        TA
## 822      VinylSd     VinylSd       None          0        Gd        TA
## 823      VinylSd     VinylSd       None          0        TA        TA
## 824      VinylSd     VinylSd       None          0        Gd        TA
## 825      CemntBd     CmentBd    BrkFace        816        Ex        TA
## 826      MetalSd     MetalSd       None          0        TA        TA
## 827      VinylSd     VinylSd       None          0        Gd        TA
## 828      Plywood     Plywood       None          0        TA        TA
## 829      MetalSd     MetalSd       None          0        Gd        TA
## 830      HdBoard     HdBoard    BrkFace        387        TA        TA
## 831      MetalSd     MetalSd       None          0        TA        TA
## 832      VinylSd     VinylSd    BrkFace        223        Gd        TA
## 833      HdBoard     Plywood    BrkFace        180        TA        TA
## 834      VinylSd     VinylSd    BrkFace        136        TA        TA
## 835      VinylSd     HdBoard       None          0        TA        TA
## 836      VinylSd     VinylSd       None          0        TA        TA
## 837      HdBoard     HdBoard    BrkFace        158        TA        TA
## 838      VinylSd     VinylSd       None          0        TA        TA
## 839      MetalSd     MetalSd       None          0        TA        TA
## 840      Wd Sdng     Wd Sdng       None          0        TA        TA
## 841      MetalSd     MetalSd       None          0        TA        TA
## 842      HdBoard     HdBoard    BrkFace        183        TA        TA
## 843      BrkFace     BrkFace       None          0        TA        TA
## 844      Wd Sdng     Wd Sdng       None          0        TA        TA
## 845      HdBoard     HdBoard       None          0        TA        TA
## 846      HdBoard     HdBoard    BrkFace        137        Gd        TA
## 847      HdBoard     Plywood       None          0        TA        TA
## 848      Wd Sdng     Wd Sdng       None          0        TA        TA
## 849      Plywood     Plywood    BrkFace        360        Gd        Gd
## 850      VinylSd     VinylSd    BrkFace        170        Gd        TA
## 851      VinylSd     VinylSd    BrkFace         40        Gd        TA
## 852      MetalSd     MetalSd       None          0        TA        Gd
## 853      MetalSd     HdBoard    BrkFace        115        TA        Gd
## 854      Wd Sdng     Plywood       None          0        TA        TA
## 855      HdBoard     HdBoard       None          0        TA        Gd
## 856      Plywood     HdBoard       None          0        TA        TA
## 857      HdBoard     HdBoard       None          0        TA        TA
## 858      HdBoard     HdBoard    BrkFace        189        TA        TA
## 859      HdBoard     HdBoard    BrkFace        220        TA        TA
## 860      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 861      Plywood     HdBoard       None          0        TA        TA
## 862      HdBoard     Plywood       None          0        TA        TA
## 863      BrkFace     Plywood       None          0        TA        TA
## 864      VinylSd     VinylSd       None          0        Gd        TA
## 865      MetalSd     MetalSd    BrkFace         76        TA        TA
## 866      VinylSd     VinylSd      Stone        274        Gd        TA
## 867      VinylSd     VinylSd       None          0        TA        TA
## 868      Plywood     Plywood       None          0        TA        TA
## 869      MetalSd     MetalSd    BrkFace        246        Gd        TA
## 870      MetalSd     MetalSd       None          0        TA        TA
## 871      VinylSd     VinylSd    BrkFace        116        TA        TA
## 872      WdShing     Wd Shng       None          0        Gd        TA
## 873      HdBoard     HdBoard       None          0        Gd        TA
## 874      Wd Sdng     Wd Sdng       None          0        TA        TA
## 875      CemntBd     CmentBd       None          0        Gd        TA
## 876      HdBoard     Plywood       None          0        TA        TA
## 877      VinylSd     VinylSd      Stone        216        Gd        TA
## 878      HdBoard     HdBoard       None          0        TA        TA
## 879      VinylSd     VinylSd    BrkFace         90        Gd        Gd
## 880      VinylSd     VinylSd       None          0        TA        TA
## 881      HdBoard     HdBoard    BrkFace        117        Gd        Gd
## 882      VinylSd     VinylSd       None          0        TA        TA
## 883      Wd Sdng     Wd Sdng       None          0        Gd        TA
## 884      HdBoard     HdBoard    BrkFace         60        TA        TA
## 885      MetalSd     MetalSd    BrkFace         60        Gd        TA
## 886      MetalSd     MetalSd    BrkFace        122        TA        TA
## 887      MetalSd     MetalSd       None          0        TA        Gd
## 888      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 889      Wd Sdng     Wd Sdng    BrkFace         90        TA        TA
## 890      MetalSd     MetalSd       None          0        TA        Gd
## 891      HdBoard     HdBoard    BrkFace         92        TA        TA
## 892      HdBoard     HdBoard       None          0        TA        TA
## 893      Wd Sdng     Plywood       None          0        TA        TA
## 894      Plywood     Plywood       None          0        TA        TA
## 895      HdBoard     HdBoard    BrkFace        415        TA        TA
## 896      Wd Sdng     Wd Sdng       None          0        TA        TA
## 897      Plywood     Plywood       None          0        TA        TA
## 898      VinylSd     VinylSd      Stone        760        Ex        TA
## 899      HdBoard     Plywood       None          0        TA        TA
## 900      HdBoard     HdBoard       None          0        TA        TA
## 901      MetalSd     MetalSd       None          0        TA        Gd
## 902      VinylSd     VinylSd       None          0        Gd        TA
## 903      VinylSd     VinylSd    BrkFace         27        Gd        TA
## 904      HdBoard     Wd Sdng    BrkFace         75        TA        TA
## 905      HdBoard     HdBoard      Stone        110        TA        TA
## 906      VinylSd     VinylSd      Stone        208        Gd        TA
## 907      BrkFace     BrkFace       None          0        Gd        TA
## 908      HdBoard     HdBoard       None          0        TA        TA
## 909      VinylSd     VinylSd       None          0        Gd        TA
## 910      MetalSd     MetalSd    BrkFace        361        TA        TA
## 911      HdBoard     Plywood       None          0        TA        TA
## 912      MetalSd     MetalSd       None          0        TA        TA
## 913      MetalSd     MetalSd       None          0        TA        TA
## 914      VinylSd     VinylSd      Stone         76        Gd        TA
## 915      CemntBd     CmentBd    BrkFace         80        TA        TA
## 916      AsbShng     AsbShng       None          0        TA        TA
## 917      VinylSd     VinylSd       None          0        TA        TA
## 918      HdBoard     HdBoard       None          0        Gd        TA
## 919      MetalSd     MetalSd       None          0        Ex        TA
## 920      HdBoard     HdBoard    BrkFace        105        Gd        Gd
## 921      MetalSd     MetalSd       None          0        TA        TA
## 922      VinylSd     VinylSd       None          0        Gd        TA
## 923      Plywood     Plywood       None          0        Gd        TA
## 924      Plywood     Plywood    BrkFace        157        TA        Gd
## 925      VinylSd     VinylSd       None          0        TA        TA
## 926      VinylSd     VinylSd    BrkFace        340        Gd        TA
## 927      MetalSd     MetalSd    BrkFace        342        TA        TA
## 928      VinylSd     VinylSd       None          0        Gd        TA
## 929      HdBoard     HdBoard    BrkFace        285        TA        TA
## 930      VinylSd     VinylSd       None          0        Gd        TA
## 931      VinylSd     VinylSd       None          0        TA        TA
## 932      VinylSd     ImStucc      Stone        302        Ex        TA
## 933      VinylSd     VinylSd    BrkFace        210        Gd        TA
## 934      Wd Sdng     Wd Sdng       None          0        TA        TA
## 935      MetalSd     MetalSd    BrkFace        108        TA        Gd
## 936      VinylSd     VinylSd       None          0        Gd        TA
## 937      VinylSd     VinylSd       None          0        Gd        TA
## 938      VinylSd     VinylSd       None          0        Gd        TA
## 939      MetalSd     MetalSd       None          0        TA        Gd
## 940      Plywood     Plywood       None          0        TA        TA
## 941      VinylSd     VinylSd    BrkFace        298        Gd        TA
## 942      MetalSd     MetalSd       None          0        TA        TA
## 943      HdBoard     Plywood       None          0        TA        TA
## 944      HdBoard     HdBoard    BrkFace        541        TA        TA
## 945      VinylSd     VinylSd       None          0        TA        TA
## 946      HdBoard     HdBoard    BrkFace        128        TA        Gd
## 947      VinylSd     VinylSd    BrkFace        236        Gd        TA
## 948      VinylSd     VinylSd    BrkFace        144        Gd        TA
## 949      Plywood     Plywood       None          0        TA        TA
## 950      VinylSd     VinylSd       None          0        TA        TA
## 951      VinylSd     VinylSd       None          0        TA        TA
## 952      WdShing     HdBoard       None          0        TA        Gd
## 953      HdBoard     HdBoard    BrkFace        232        TA        TA
## 954      WdShing     Plywood    BrkFace        250        TA        TA
## 955      MetalSd     MetalSd    BrkFace        423        TA        TA
## 956      MetalSd     MetalSd       None          0        TA        TA
## 957      MetalSd     MetalSd       None          0        TA        TA
## 958      VinylSd     VinylSd       None          0        Gd        TA
## 959      MetalSd     MetalSd       None          0        Gd        TA
## 960      Wd Sdng     Plywood       None          0        TA        Gd
## 961      HdBoard     HdBoard    BrkFace        424        TA        Gd
## 962      Plywood     Brk Cmn       None          0        TA        TA
## 963      VinylSd     VinylSd       None          0        Gd        TA
## 964      VinylSd     VinylSd    BrkFace         44        Gd        TA
## 965      VinylSd     VinylSd       None          0        Gd        TA
## 966      MetalSd     MetalSd       None          0        Gd        Gd
## 967      Wd Sdng     Wd Sdng    BrkFace        151        TA        TA
## 968      VinylSd     VinylSd       None          0        TA        TA
## 969      HdBoard     HdBoard    BrkFace        105        TA        Fa
## 970      AsbShng     AsbShng       None          0        TA        TA
## 971      VinylSd     Wd Shng      Stone        106        Gd        TA
## 972      Plywood     Plywood       None          0        TA        TA
## 973      CemntBd     CmentBd       None          0        Gd        TA
## 974      HdBoard     HdBoard       None          0        TA        Gd
## 975      MetalSd     MetalSd       None          0        Gd        TA
## 976      Wd Sdng     Wd Sdng       None          0        TA        TA
## 977      VinylSd     VinylSd       None          0        Gd        TA
## 978      MetalSd     MetalSd       None          0        TA        TA
## 979      VinylSd     VinylSd       None          0        TA        TA
## 980      CemntBd     CmentBd      Stone        210        Ex        TA
## 981      VinylSd     VinylSd    BrkFace        975        Gd        TA
## 982      VinylSd     VinylSd    BrkFace         16        Gd        TA
## 983      CemntBd     CmentBd       None          0        Gd        TA
## 984      Plywood     Plywood       None          0        TA        TA
## 985      MetalSd     MetalSd       None          0        TA        TA
## 986      VinylSd     VinylSd       None          0        TA        Gd
## 987      VinylSd     VinylSd      Stone        450        Ex        TA
## 988      Plywood     Plywood    BrkFace        298        TA        TA
## 989      VinylSd     VinylSd       None          0        Gd        TA
## 990      VinylSd     VinylSd    BrkFace        423        Gd        TA
## 991      Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 992      Wd Sdng     Wd Sdng    BrkFace        340        TA        TA
## 993      VinylSd     VinylSd       None          0        TA        TA
## 994      CemntBd     CmentBd      Stone        230        Ex        TA
## 995      MetalSd     MetalSd       None          0        TA        TA
## 996      Wd Sdng     Wd Sdng       None          0        TA        TA
## 997      HdBoard     HdBoard    BrkFace        571        TA        TA
## 998      Wd Sdng     Wd Sdng       None          0        TA        TA
## 999      VinylSd     VinylSd      Stone         24        Gd        TA
## 1000     BrkComm     Brk Cmn       None          0        TA        TA
## 1001     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1002     VinylSd     VinylSd    BrkFace         53        Gd        TA
## 1003     VinylSd     VinylSd    BrkFace        164        TA        TA
## 1004     VinylSd     VinylSd    BrkFace         16        Gd        TA
## 1005     HdBoard     HdBoard    BrkFace        220        Gd        TA
## 1006     Plywood     Plywood       None          0        TA        TA
## 1007     CemntBd     CmentBd       None          0        TA        TA
## 1008     VinylSd     VinylSd      Stone        108        Gd        TA
## 1009     Wd Sdng     Wd Sdng       None          0        TA        Fa
## 1010     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1011     AsphShn     AsphShn       None          0        TA        TA
## 1012     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1013     MetalSd      Stucco       None          0        TA        TA
## 1014     MetalSd     MetalSd    BrkFace        206        TA        TA
## 1015     VinylSd     VinylSd       None          0        Gd        TA
## 1016     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 1017     HdBoard     HdBoard       None          0        Gd        TA
## 1018     HdBoard     HdBoard    BrkFace         76        Gd        TA
## 1019     VinylSd     VinylSd    BrkFace        145        Gd        TA
## 1020     VinylSd     VinylSd       None          0        TA        TA
## 1021     VinylSd     VinylSd      Stone         84        Gd        TA
## 1022     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1023     VinylSd     VinylSd    BrkFace         14        Gd        TA
## 1024       Stone     HdBoard       None          0        Gd        TA
## 1025     VinylSd     VinylSd       None          0        TA        TA
## 1026     MetalSd     HdBoard    BrkFace        324        TA        TA
## 1027     VinylSd     VinylSd      Stone        338        Gd        TA
## 1028     WdShing     Wd Shng       None          0        TA        TA
## 1029     HdBoard     HdBoard    BrkFace        281        TA        TA
## 1030     VinylSd     VinylSd       None          0        TA        TA
## 1031     Wd Sdng     Plywood       None          0        TA        TA
## 1032     MetalSd     MetalSd       None          0        Gd        Gd
## 1033     VinylSd     VinylSd      Stone        295        Gd        TA
## 1034     MetalSd     MetalSd       None          0        TA        Gd
## 1035     Wd Sdng     Wd Sdng       None          0        TA        Gd
## 1036     VinylSd     VinylSd      Stone         70        Gd        TA
## 1037     VinylSd     VinylSd    BrkFace        396        Gd        TA
## 1038     CemntBd     CmentBd       None          0        TA        TA
## 1039     CemntBd     CmentBd       None          0        TA        TA
## 1040     Wd Sdng     Wd Sdng     BrkCmn         67        TA        TA
## 1041     HdBoard     HdBoard    BrkFace        252        TA        TA
## 1042     VinylSd     VinylSd      Stone        135        Gd        TA
## 1043     HdBoard     HdBoard    BrkFace         99        TA        TA
## 1044     BrkFace     BrkFace       None          0        Gd        TA
## 1045     BrkFace     Wd Sdng       None          0        TA        TA
## 1046     CemntBd     CmentBd      Stone        208        Gd        TA
## 1047     VinylSd     VinylSd       None          0        TA        TA
## 1048     HdBoard     HdBoard    BrkFace         75        TA        Fa
## 1049     MetalSd     MetalSd       None          0        TA        TA
## 1050     VinylSd     VinylSd       None          0        Gd        TA
## 1051     VinylSd     VinylSd       None          0        Gd        TA
## 1052     VinylSd     VinylSd     BrkCmn        272        TA        TA
## 1053     HdBoard     HdBoard      Stone        145        TA        TA
## 1054     VinylSd     VinylSd    BrkFace        210        Gd        TA
## 1055     Plywood     Plywood    BrkFace        160        TA        TA
## 1056     VinylSd     VinylSd      Stone        240        Gd        TA
## 1057     HdBoard     HdBoard       None          0        Gd        TA
## 1058     VinylSd     VinylSd      Stone        154        Ex        TA
## 1059     MetalSd     MetalSd    BrkFace        480        TA        TA
## 1060     CemntBd     CmentBd       None          0        Gd        TA
## 1061     MetalSd     MetalSd       None          0        Fa        TA
## 1062     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1063     MetalSd     MetalSd       None          0        TA        Gd
## 1064     Plywood     Plywood    BrkFace        200        TA        TA
## 1065     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1066     VinylSd     VinylSd       None          0        Gd        TA
## 1067     HdBoard     HdBoard    BrkFace        360        TA        TA
## 1068     CemntBd     CmentBd       None          0        TA        TA
## 1069     MetalSd     MetalSd       None          0        TA        TA
## 1070     MetalSd     MetalSd    BrkFace        120        TA        TA
## 1071     MetalSd     MetalSd       None          0        TA        TA
## 1072     MetalSd     MetalSd       None          0        TA        TA
## 1073     HdBoard     Plywood    BrkFace        140        TA        TA
## 1074     VinylSd     VinylSd       None          0        Gd        TA
## 1075     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1076     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1077     VinylSd     Plywood       None          0        TA        TA
## 1078     VinylSd     VinylSd    BrkFace        169        Gd        TA
## 1079     VinylSd     VinylSd       None          0        TA        TA
## 1080     VinylSd     VinylSd    BrkFace        144        Gd        Gd
## 1081     HdBoard     HdBoard       None          0        TA        TA
## 1082     VinylSd     VinylSd    BrkFace        100        Gd        TA
## 1083     HdBoard     HdBoard    BrkFace        425        TA        TA
## 1084     HdBoard     HdBoard       None          0        TA        TA
## 1085     HdBoard     HdBoard       None          0        TA        TA
## 1086     CemntBd     CmentBd       None          0        TA        TA
## 1087     VinylSd     VinylSd       None          0        Gd        TA
## 1088     VinylSd     VinylSd      Stone         50        Gd        TA
## 1089     MetalSd     MetalSd       None          0        Gd        TA
## 1090     BrkFace     BrkFace       None          0        TA        TA
## 1091     MetalSd     MetalSd    BrkFace        212        Gd        TA
## 1092     MetalSd     MetalSd       None          0        TA        TA
## 1093     MetalSd     MetalSd    BrkFace        166        TA        TA
## 1094     MetalSd     MetalSd       None          0        TA        TA
## 1095     VinylSd     VinylSd       None          0        Gd        TA
## 1096     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1097     HdBoard     HdBoard       None          0        Gd        TA
## 1098     MetalSd     MetalSd       None          0        TA        TA
## 1099     Plywood     Plywood    BrkFace        206        TA        TA
## 1100     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1101     HdBoard     MetalSd       None          0        TA        TA
## 1102     Wd Sdng     Wd Sdng    BrkFace         45        TA        TA
## 1103     BrkFace     BrkFace       None          0        TA        TA
## 1104     HdBoard     HdBoard    BrkFace        304        TA        TA
## 1105     HdBoard     HdBoard    BrkFace        362        Gd        TA
## 1106     HdBoard     HdBoard       None          0        Gd        TA
## 1107     VinylSd     VinylSd       None          0        Gd        TA
## 1108     VinylSd     VinylSd       None          0        TA        TA
## 1109     MetalSd     MetalSd      Stone         42        Gd        TA
## 1110     HdBoard     HdBoard       None          0        TA        TA
## 1111     Plywood     Plywood    BrkFace        660        TA        TA
## 1112     WdShing     Wd Shng       None          0        TA        TA
## 1113     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1114     MetalSd     MetalSd       None          0        TA        Gd
## 1115     VinylSd     VinylSd      Stone        328        Gd        TA
## 1116     VinylSd     VinylSd       None          0        Gd        TA
## 1117     VinylSd     VinylSd       None          0        TA        TA
## 1118     MetalSd     MetalSd       None          0        TA        Gd
## 1119     BrkFace     Wd Sdng       None          0        TA        TA
## 1120     BrkFace     BrkFace       None          0        TA        TA
## 1121     VinylSd     VinylSd    BrkFace        196        Gd        TA
## 1122     AsbShng     AsbShng       None          0        TA        TA
## 1123     VinylSd     VinylSd       None          0        TA        Ex
## 1124     HdBoard     HdBoard    BrkFace        170        TA        TA
## 1125     Plywood     Plywood       None          0        TA        TA
## 1126     VinylSd     VinylSd    BrkFace        130        Gd        TA
## 1127     VinylSd     VinylSd       None          0        Gd        TA
## 1128     VinylSd     VinylSd       None          0        Gd        TA
## 1129     MetalSd     MetalSd    BrkFace        180        TA        TA
## 1130     WdShing     Plywood       None          0        TA        TA
## 1131     HdBoard     HdBoard       None          0        TA        TA
## 1132     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1133     VinylSd     VinylSd       None          0        Gd        TA
## 1134     VinylSd     VinylSd       None          0        TA        TA
## 1135     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1136     VinylSd     VinylSd       None          0        TA        TA
## 1137     VinylSd     VinylSd       None          0        TA        Gd
## 1138     Plywood     ImStucc       None          0        TA        TA
## 1139      Stucco      Stucco       None          0        TA        Fa
## 1140     HdBoard     HdBoard       None          0        TA        TA
## 1141     Plywood     Plywood    BrkFace         44        TA        Gd
## 1142     VinylSd     VinylSd      Stone        340        Gd        TA
## 1143     Wd Sdng     Plywood       None          0        TA        TA
## 1144     MetalSd     MetalSd       None          0        TA        Fa
## 1145     MetalSd     MetalSd       None          0        TA        TA
## 1146     Wd Sdng     Wd Shng    BrkFace         85        Gd        TA
## 1147     MetalSd     MetalSd       None          0        TA        TA
## 1148     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1149     VinylSd     VinylSd       None          0        TA        Gd
## 1150     BrkFace     BrkFace       None          0        TA        TA
## 1151     HdBoard     Plywood    BrkFace        132        TA        TA
## 1152       Stone       Stone       None          0        TA        TA
## 1153     Wd Sdng     Wd Sdng       None          0        Gd        Gd
## 1154     VinylSd     VinylSd      Stone        288        TA        TA
## 1155     Plywood     Plywood       None          0        Gd        Gd
## 1156     BrkFace     BrkFace       None          0        TA        Gd
## 1157     VinylSd     VinylSd      Stone        166        Gd        TA
## 1158     VinylSd     VinylSd      Stone        186        Gd        TA
## 1159     HdBoard     HdBoard    BrkFace        270        Gd        TA
## 1160     Plywood     Brk Cmn       None          0        TA        TA
## 1161     HdBoard     HdBoard    BrkFace         72        Gd        TA
## 1162     VinylSd     VinylSd       None          0        TA        TA
## 1163     Plywood     Plywood       None          0        TA        TA
## 1164     Plywood     Plywood       None          0        TA        TA
## 1165     VinylSd     VinylSd      Stone        268        Gd        TA
## 1166     VinylSd     VinylSd      Stone         72        Gd        TA
## 1167     VinylSd     VinylSd       None          0        TA        TA
## 1168      Stucco      Stucco       None          0        TA        TA
## 1169     HdBoard     HdBoard    BrkFace       1378        Gd        Gd
## 1170     Plywood     Plywood       None          0        TA        TA
## 1171     MetalSd     MetalSd       None          0        TA        TA
## 1172     MetalSd     MetalSd       None          0        Gd        TA
## 1173     MetalSd     MetalSd       None          0        TA        TA
## 1174     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1175     HdBoard     HdBoard    BrkFace        337        Gd        TA
## 1176     HdBoard     Plywood       None          0        TA        TA
## 1177     MetalSd     MetalSd       None          0        TA        TA
## 1178     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1179     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1180     MetalSd     MetalSd       None          0        TA        TA
## 1181     CemntBd     CmentBd      Stone        186        Ex        TA
## 1182     Wd Sdng     ImStucc       None          0        Gd        TA
## 1183      Stucco      Stucco       None          0        TA        TA
## 1184     MetalSd     MetalSd    BrkFace        226        TA        TA
## 1185     AsbShng     AsbShng       None          0        TA        Gd
## 1186     HdBoard     HdBoard       None          0        TA        TA
## 1187     ImStucc     ImStucc       None          0        Gd        TA
## 1188     VinylSd     VinylSd    BrkFace         95        Gd        TA
## 1189     VinylSd     VinylSd       None          0        TA        TA
## 1190     MetalSd     MetalSd      Stone        149        TA        Gd
## 1191     MetalSd     MetalSd    BrkFace        456        Gd        TA
## 1192     VinylSd     VinylSd       None          0        TA        TA
## 1193     VinylSd     VinylSd    BrkFace        425        TA        TA
## 1194     HdBoard     HdBoard      Stone        143        TA        TA
## 1195     VinylSd     VinylSd       None          0        TA        TA
## 1196     VinylSd     VinylSd       None          0        Gd        TA
## 1197     MetalSd     MetalSd       None          0        TA        TA
## 1198     VinylSd     VinylSd       None          0        Gd        TA
## 1199     HdBoard     HdBoard    BrkFace         51        TA        TA
## 1200     MetalSd     MetalSd       None          0        TA        TA
## 1201     VinylSd     VinylSd       None          0        TA        TA
## 1202     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1203     VinylSd     VinylSd    BrkFace        171        Gd        TA
## 1204     HdBoard     HdBoard       None          0        TA        TA
## 1205     HdBoard     HdBoard    BrkFace        234        Gd        TA
## 1206     HdBoard     HdBoard       None          0        TA        TA
## 1207     VinylSd     VinylSd    BrkFace        120        Gd        TA
## 1208     MetalSd     MetalSd       None          0        TA        Gd
## 1209     VinylSd     VinylSd      Stone        420        Gd        TA
## 1210     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1211     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1212     MetalSd     MetalSd       None          0        TA        TA
## 1213     VinylSd     VinylSd       None          0        TA        Gd
## 1214     MetalSd     MetalSd       None          0        TA        TA
## 1215     VinylSd     VinylSd       None          0        TA        TA
## 1216     VinylSd     VinylSd       None          0        TA        TA
## 1217     CemntBd     CmentBd      Stone         72        Gd        TA
## 1218     AsbShng     AsbShng       None          0        TA        TA
## 1219     CemntBd     CmentBd    BrkFace        236        TA        TA
## 1220     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1221     HdBoard     HdBoard       None          0        TA        TA
## 1222     Wd Sdng     Wd Sdng    BrkFace        320        TA        TA
## 1223     Wd Sdng     Wd Sdng    BrkFace         44        TA        TA
## 1224     VinylSd     VinylSd       None          0        Gd        TA
## 1225     VinylSd     VinylSd    BrkFace         63        TA        Gd
## 1226     VinylSd     VinylSd      Stone         74        Gd        TA
## 1227     VinylSd     VinylSd    BrkFace        300        TA        TA
## 1228     MetalSd     MetalSd    BrkFace        766        Ex        TA
## 1229     BrkFace     HdBoard       None          0        TA        TA
## 1230     Plywood     Plywood       None          1        TA        TA
## 1231     Wd Sdng     Wd Sdng    BrkFace        120        TA        TA
## 1232     HdBoard     HdBoard       None          0        TA        TA
## 1233     Plywood     Plywood    BrkFace        180        TA        TA
## 1234     MetalSd     MetalSd       None          0        TA        TA
## 1235     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1236     VinylSd     Wd Shng      Stone        106        Gd        TA
## 1237     VinylSd     VinylSd       None          0        Gd        TA
## 1238     VinylSd     VinylSd       None          0        Gd        TA
## 1239     VinylSd     VinylSd    BrkFace         32        Gd        TA
## 1240     VinylSd     VinylSd    BrkFace        252        Gd        TA
## 1241     VinylSd     VinylSd      Stone          0        Gd        TA
## 1242     Plywood     Plywood    BrkFace         81        TA        TA
## 1243     VinylSd     VinylSd       None          0        Ex        TA
## 1244     BrkFace      Stucco       None          0        TA        TA
## 1245     VinylSd     VinylSd    BrkFace         74        TA        TA
## 1246     VinylSd     VinylSd       None          0        Gd        TA
## 1247     HdBoard     HdBoard    BrkFace        335        TA        TA
## 1248     AsbShng     AsbShng       None          0        TA        TA
## 1249     MetalSd     MetalSd       None          0        TA        TA
## 1250     BrkFace     BrkFace       None          0        Gd        TA
## 1251     VinylSd     Wd Shng      Stone        163        Gd        TA
## 1252     HdBoard     HdBoard       None          0        TA        TA
## 1253     Wd Sdng     Wd Sdng       None          0        Gd        TA
## 1254     VinylSd     VinylSd      Stone         92        Gd        TA
## 1255     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1256     HdBoard     HdBoard    BrkFace        554        Gd        TA
## 1257     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1258     VinylSd     VinylSd      Stone        182        Gd        TA
## 1259     HdBoard     HdBoard       None          0        TA        TA
## 1260     VinylSd     VinylSd       None          0        TA        TA
## 1261     MetalSd     MetalSd       None          0        TA        TA
## 1262     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1263     Wd Sdng     Wd Sdng       None          0        TA        TA
## 1264     MetalSd     MetalSd       None          0        Gd        TA
## 1265     MetalSd     MetalSd    BrkFace        218        Gd        TA
##      Foundation BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1
## 1         PConc       Gd       TA           No          GLQ        706
## 2        CBlock       Gd       TA           Gd          ALQ        978
## 3         PConc       Gd       TA           Mn          GLQ        486
## 4        BrkTil       TA       Gd           No          ALQ        216
## 5         PConc       Gd       TA           Av          GLQ        655
## 6          Wood       Gd       TA           No          GLQ        732
## 7         PConc       Ex       TA           Av          GLQ       1369
## 8        CBlock       Gd       TA           Mn          ALQ        859
## 9        BrkTil       TA       TA           No          Unf          0
## 10       BrkTil       TA       TA           No          GLQ        851
## 11       CBlock       TA       TA           No          Rec        906
## 12        PConc       Ex       TA           No          GLQ        998
## 13       CBlock       TA       TA           No          ALQ        737
## 14        PConc       Gd       TA           Av          Unf          0
## 15       CBlock       TA       TA           No          BLQ        733
## 16       BrkTil       TA       TA           No          Unf          0
## 17       CBlock       TA       TA           No          ALQ        578
## 18         Slab     None     None         None         None          0
## 19        PConc       TA       TA           No          GLQ        646
## 20       CBlock       TA       TA           No          LwQ        504
## 21        PConc       Ex       TA           Av          Unf          0
## 22        PConc       TA       TA           No          Unf          0
## 23        PConc       Gd       TA           No          Unf          0
## 24        PConc       Gd       TA           No          GLQ        840
## 25       CBlock       TA       TA           Mn          Rec        188
## 26        PConc       Gd       TA           No          Unf          0
## 27       CBlock       TA       TA           Mn          BLQ        234
## 28        PConc       Ex       TA           No          GLQ       1218
## 29       CBlock       TA       TA           Gd          BLQ       1277
## 30       BrkTil       TA       TA           No          Unf          0
## 31       BrkTil       TA       TA           No          Unf          0
## 32       CBlock       TA       TA           No          Unf          0
## 33        PConc       Ex       TA           Av          Unf          0
## 34       CBlock       TA       TA           No          Rec       1018
## 35        PConc       Ex       TA           No          GLQ       1153
## 36        PConc       Ex       TA           Av          Unf          0
## 37        PConc       Gd       TA           No          Unf          0
## 38       CBlock       TA       TA           No          Rec       1213
## 39       CBlock       TA       TA           No          GLQ        731
## 40        PConc     None     None         None         None          0
## 41       CBlock       TA       TA           No          Rec        643
## 42       CBlock       TA       TA           Gd          BLQ        967
## 43       CBlock       Gd       TA           Av          ALQ        747
## 44       CBlock       Gd       TA           Av          LwQ        280
## 45       CBlock       TA       TA           No          ALQ        179
## 46        PConc       Ex       TA           No          GLQ        456
## 47        PConc       Ex       TA           No          GLQ       1351
## 48        PConc       Gd       TA           Av          GLQ         24
## 49       BrkTil       TA       TA           No          Unf          0
## 50       CBlock       TA       TA           No          BLQ        763
## 51        PConc       Gd       TA           Av          GLQ        182
## 52        PConc       TA       TA           No          Unf          0
## 53       CBlock       Gd       TA           Gd          LwQ        104
## 54       CBlock       Ex       TA           Gd          GLQ       1810
## 55       CBlock       TA       TA           No          ALQ        384
## 56       CBlock       TA       TA           No          BLQ        490
## 57        PConc       Gd       TA           No          GLQ        649
## 58        PConc       Gd       TA           No          Unf          0
## 59        PConc       Ex       TA           Gd          Unf          0
## 60       CBlock       TA       TA           Av          ALQ        632
## 61        PConc       Gd       TA           No          ALQ        941
## 62       BrkTil       TA       Fa           No          Unf          0
## 63        PConc       Gd       Gd           Mn          GLQ         24
## 64       BrkTil       TA       TA           No          Unf          0
## 65        PConc       Gd       TA           No          GLQ        739
## 66        PConc       Ex       TA           Av          Unf          0
## 67       CBlock       Gd       TA           Gd          GLQ        912
## 68        PConc       Gd       TA           Av          GLQ       1013
## 69       CBlock       TA       TA           No          Unf          0
## 70       CBlock       TA       TA           No          BLQ        603
## 71       CBlock       Gd       TA           Gd          ALQ       1880
## 72       CBlock       TA       TA           No          ALQ        565
## 73        PConc       Gd       TA           No          Unf          0
## 74       CBlock       TA       TA           No          ALQ        320
## 75       CBlock       Fa       TA           No          Unf          0
## 76       CBlock       Gd       TA           Gd          GLQ        462
## 77       CBlock       TA       TA           No          ALQ        228
## 78       CBlock       TA       TA           No          BLQ        336
## 79       CBlock       TA       TA           No          Unf          0
## 80        PConc       TA       TA           No          Unf          0
## 81       CBlock       Gd       TA           No          Rec        448
## 82        PConc       Ex       Gd           No          GLQ       1201
## 83        PConc       Gd       TA           No          GLQ         33
## 84       CBlock       TA       TA           No          Unf          0
## 85        PConc       Gd       TA           No          Unf          0
## 86       CBlock       Gd       TA           No          Unf          0
## 87        PConc       Gd       TA           Av          Unf          0
## 88        PConc       Gd       TA           Av          Unf          0
## 89       CBlock       TA       Fa           No          Unf          0
## 90        PConc       Gd       TA           No          GLQ        588
## 91         Slab     None     None         None         None          0
## 92       CBlock       TA       TA           No          Rec        600
## 93       BrkTil       Gd       TA           No          ALQ        713
## 94       BrkTil       TA       Fa           Mn          Rec       1046
## 95        PConc       Gd       TA           No          GLQ        648
## 96        PConc       Gd       Gd           No          ALQ        310
## 97        PConc       Gd       TA           Av          ALQ       1162
## 98       CBlock       TA       TA           No          Rec        520
## 99       BrkTil       TA       TA           No          ALQ        108
## 100      CBlock       TA       TA           No          ALQ        569
## 101       PConc       TA       TA           Mn          ALQ       1200
## 102      CBlock       Gd       TA           No          Unf          0
## 103        Slab     None     None         None         None          0
## 104       PConc       Gd       TA           No          Unf          0
## 105       PConc       TA       TA           No          LwQ        224
## 106       PConc       Ex       TA           No          Unf          0
## 107      BrkTil       Fa       TA           No          Unf          0
## 108      CBlock       TA       TA           No          ALQ        104
## 109      CBlock       TA       TA           No          Unf          0
## 110      CBlock       Gd       TA           No          BLQ        705
## 111      CBlock       TA       Fa           No          Rec        444
## 112       PConc       Gd       TA           No          GLQ        250
## 113       PConc       Ex       TA           Av          GLQ        984
## 114      CBlock       Gd       TA           Mn          ALQ         35
## 115      CBlock       TA       TA           No          ALQ        774
## 116       PConc       Gd       TA           No          GLQ        419
## 117      CBlock       TA       TA           No          LwQ        170
## 118       PConc       Gd       TA           No          Unf          0
## 119       PConc       Gd       TA           Mn          GLQ       1470
## 120       PConc       Gd       TA           No          Unf          0
## 121      CBlock       TA       TA           Gd          ALQ        938
## 122       PConc       TA       TA           No          Unf          0
## 123      CBlock       TA       TA           No          BLQ        570
## 124       PConc       Gd       TA           No          GLQ        300
## 125      CBlock       Gd       Fa           No          Unf          0
## 126      CBlock       TA       TA           Av          GLQ        490
## 127      CBlock       Gd       TA           No          ALQ        120
## 128      BrkTil       TA       TA           No          LwQ        116
## 129      CBlock       TA       TA           No          BLQ        512
## 130      CBlock       TA       TA           No          Rec        567
## 131      CBlock       TA       TA           No          Rec        445
## 132       PConc       Gd       TA           No          GLQ        695
## 133      CBlock       TA       TA           No          Rec        405
## 134       PConc       Ex       TA           No          GLQ       1005
## 135      CBlock       TA       TA           No          Rec        570
## 136       PConc       TA       TA           No          Unf          0
## 137      CBlock       TA       TA           No          BLQ        695
## 138      CBlock       TA       TA           No          Unf          0
## 139       PConc       Gd       TA           Mn          GLQ        668
## 140       PConc       Gd       TA           No          GLQ        821
## 141      CBlock       TA       TA           No          ALQ        432
## 142       PConc       Gd       TA           Av          GLQ       1300
## 143      CBlock       TA       TA           No          Rec        507
## 144       PConc       Gd       TA           Gd          GLQ        679
## 145      CBlock       TA       TA           No          Rec       1332
## 146       PConc       Gd       TA           No          Unf          0
## 147      BrkTil       TA       TA           No          BLQ        209
## 148       PConc       Gd       TA           No          Unf          0
## 149       PConc       Gd       TA           No          GLQ        680
## 150      BrkTil       Gd       TA           No          Unf          0
## 151      CBlock       TA       TA           Av          BLQ        716
## 152       PConc       Ex       TA           Gd          GLQ       1400
## 153      CBlock       TA       TA           No          Rec        416
## 154      CBlock       Gd       TA           Gd          BLQ        429
## 155      BrkTil       TA       TA           No          Unf          0
## 156      BrkTil       TA       TA           No          Unf          0
## 157      CBlock     None     None         None         None          0
## 158       PConc       Ex       TA           No          Unf          0
## 159       PConc       Gd       TA           No          GLQ        222
## 160       PConc       Gd       TA           Mn          GLQ         57
## 161       PConc       Gd       TA           No          BLQ        660
## 162       PConc       Ex       TA           Av          GLQ       1016
## 163       PConc       Gd       TA           Mn          BLQ       1201
## 164      CBlock       TA       TA           No          Unf          0
## 165      BrkTil       TA       TA           Mn          LwQ        370
## 166      BrkTil       TA       TA           No          ALQ        351
## 167      CBlock       TA       TA           No          LwQ        379
## 168       PConc       Ex       TA           No          GLQ       1288
## 169       PConc       Gd       TA           No          Unf          0
## 170      CBlock       Gd       TA           No          Unf          0
## 171      CBlock       TA       TA           No          Rec        360
## 172      CBlock       TA       Gd           Gd          BLQ        639
## 173       PConc       Gd       Gd           No          GLQ        495
## 174      CBlock       TA       TA           No          ALQ        288
## 175      CBlock       Gd       Fa           No          ALQ       1398
## 176      CBlock       TA       Gd           Av          ALQ        477
## 177       PConc       Gd       TA           No          GLQ        831
## 178      CBlock       TA       TA           No          ALQ         57
## 179       PConc       Ex       TA           No          GLQ       1904
## 180      CBlock       TA       TA           No          Unf          0
## 181       PConc       Gd       TA           No          GLQ        436
## 182      BrkTil       Fa       TA           No          LwQ        352
## 183       PConc     None     None         None         None          0
## 184       PConc       Gd       TA           No          Unf          0
## 185       PConc       Fa       TA           No          Unf          0
## 186      BrkTil       TA       TA           Mn          Unf          0
## 187       PConc       Gd       TA           Av          GLQ        611
## 188      CBlock       Fa       TA           No          Unf          0
## 189      CBlock       Gd       TA           Av          GLQ       1086
## 190       PConc       Ex       TA           Av          GLQ       1153
## 191      CBlock       Gd       Gd           No          Rec        297
## 192      CBlock       TA       TA           No          ALQ        626
## 193       PConc       Gd       TA           Av          GLQ        560
## 194       PConc       Gd       TA           No          Unf          0
## 195      CBlock       TA       TA           Av          ALQ        390
## 196      CBlock       Gd       TA           No          ALQ        566
## 197       PConc       Ex       TA           No          GLQ       1126
## 198       PConc       TA       TA           No          GLQ       1036
## 199      CBlock       TA       TA           No          Unf          0
## 200       PConc       Ex       TA           Av          GLQ       1088
## 201       PConc       Gd       TA           No          Unf          0
## 202      CBlock       TA       TA           No          ALQ        641
## 203      BrkTil       Fa       TA           No          LwQ        617
## 204       PConc       Gd       TA           Av          GLQ        662
## 205      CBlock       TA       TA           No          LwQ        312
## 206       PConc       Gd       TA           No          Unf          0
## 207      CBlock       TA       TA           No          Unf          0
## 208       PConc       TA       TA           No          ALQ        419
## 209      CBlock       Gd       TA           Gd          GLQ       1065
## 210      CBlock       Gd       TA           No          Rec        787
## 211      CBlock       TA       TA           No          Rec        468
## 212       PConc       Gd       TA           Mn          GLQ         36
## 213       PConc       Gd       TA           No          GLQ        822
## 214       PConc       Gd       TA           No          ALQ        716
## 215      CBlock       Gd       TA           No          GLQ        378
## 216      CBlock       TA       TA           No          BLQ        360
## 217       PConc       Gd       TA           Mn          GLQ        946
## 218      CBlock       TA       TA           No          Unf          0
## 219      CBlock       TA       TA           No          BLQ        341
## 220       PConc       Gd       TA           Av          GLQ         16
## 221       PConc       Gd       TA           Mn          Unf          0
## 222       PConc       Gd       TA           No          Unf          0
## 223      CBlock       Gd       TA           No          ALQ        550
## 224      CBlock       TA       TA           No          ALQ        524
## 225       PConc       Ex       TA           Gd          GLQ         56
## 226      CBlock       TA       TA           No          Unf          0
## 227       PConc       Gd       TA           No          GLQ        565
## 228      CBlock       TA       TA           No          Rec        321
## 229      CBlock       TA       TA           No          ALQ        842
## 230       PConc       Gd       TA           Av          GLQ         16
## 231      CBlock       TA       TA           No          Unf          0
## 232       PConc       Gd       TA           No          GLQ        689
## 233      CBlock       TA       TA           No          Unf          0
## 234      CBlock       TA       Gd           Av          LwQ        182
## 235       PConc       Gd       TA           No          GLQ        625
## 236      CBlock       TA       TA           No          ALQ        358
## 237       PConc       Gd       TA           Av          GLQ         24
## 238       PConc       Gd       TA           No          BLQ        402
## 239       PConc       Ex       TA           No          Unf          0
## 240      CBlock       TA       Fa           No          LwQ         94
## 241       PConc       Gd       TA           Av          GLQ       1078
## 242      CBlock       TA       TA           No          ALQ        329
## 243      BrkTil       TA       TA           No          Unf          0
## 244      CBlock       Gd       TA           No          Unf          0
## 245       PConc       Gd       TA           No          GLQ        695
## 246      CBlock       Gd       TA           Av          GLQ        929
## 247       Stone       Fa       TA           No          Unf          0
## 248      CBlock       TA       TA           No          Unf          0
## 249       PConc       Gd       TA           No          Unf          0
## 250      CBlock       Gd       TA           Gd          Rec        697
## 251      CBlock       TA       TA           No          Unf          0
## 252       PConc       Gd       TA           Gd          GLQ       1573
## 253       PConc       Gd       TA           No          Unf          0
## 254      CBlock       Gd       TA           Gd          LwQ        270
## 255      CBlock       TA       TA           No          Rec        922
## 256       PConc       Gd       TA           No          Unf          0
## 257       PConc       Gd       TA           No          Rec        503
## 258       PConc       Gd       TA           No          GLQ       1334
## 259       PConc       Gd       TA           No          GLQ        361
## 260       PConc     None     None         None         None          0
## 261      CBlock       TA       TA           Gd          Rec        672
## 262       PConc       Ex       TA           No          Unf          0
## 263      CBlock       Gd       Gd           Av          ALQ        506
## 264      BrkTil       TA       TA           No          LwQ        234
## 265      BrkTil       Fa       TA           No          Unf          0
## 266      CBlock       Gd       TA           No          GLQ        588
## 267       PConc       Gd       TA           Av          GLQ        714
## 268       PConc       TA       TA           No          LwQ        378
## 269      CBlock       TA       TA           No          ALQ        403
## 270      CBlock       TA       Gd           No          BLQ        751
## 271       PConc       Gd       TA           Mn          Unf          0
## 272      CBlock       Gd       TA           Gd          LwQ        226
## 273       PConc       Gd       TA           No          GLQ        524
## 274      CBlock       TA       TA           No          Rec        620
## 275      CBlock       TA       TA           Gd          ALQ        546
## 276      BrkTil       TA       TA           No          Unf          0
## 277       PConc       Ex       TA           No          Unf          0
## 278      CBlock       TA       TA           No          LwQ        120
## 279       PConc       Ex       TA           Gd          Unf          0
## 280      CBlock       Gd       TA           No          BLQ        392
## 281      CBlock       Gd       TA           Av          GLQ        421
## 282       PConc       Gd       TA           No          GLQ        905
## 283       PConc       Gd       TA           No          GLQ        904
## 284       PConc       Gd       TA           No          Unf          0
## 285       PConc       Gd       TA           No          GLQ        430
## 286       PConc       Gd       TA           No          Unf          0
## 287      CBlock       TA       TA           No          Rec        600
## 288      CBlock       TA       TA           No          BLQ        614
## 289      CBlock       TA       TA           No          BLQ        450
## 290      BrkTil       TA       TA           No          Unf          0
## 291       PConc       Gd       TA           Av          Unf          0
## 292       PConc       TA       Fa           No          Rec        210
## 293      CBlock       TA       TA           No          LwQ        292
## 294      CBlock       TA       TA           No          ALQ        795
## 295      CBlock       TA       TA           No          GLQ       1285
## 296      CBlock       TA       TA           Av          GLQ        819
## 297      CBlock       TA       TA           No          BLQ        420
## 298       PConc       Gd       TA           No          BLQ        649
## 299      CBlock       TA       TA           No          ALQ        384
## 300      CBlock       TA       TA           No          Unf          0
## 301      CBlock       TA       TA           Mn          BLQ        841
## 302       PConc       Gd       TA           No          GLQ        281
## 303       PConc       Gd       TA           No          Unf          0
## 304       PConc       TA       TA           No          ALQ        894
## 305      BrkTil       TA       TA           No          Unf          0
## 306       PConc       Gd       TA           No          GLQ       1464
## 307      CBlock       Gd       TA           No          ALQ        700
## 308      CBlock       TA       TA           No          Unf          0
## 309      CBlock       TA       TA           No          BLQ        262
## 310       PConc       Ex       TA           Gd          GLQ       1274
## 311       PConc       Gd       TA           No          ALQ        518
## 312      CBlock       TA       TA           No          ALQ        680
## 313      CBlock       Gd       TA           Mn          Rec        507
## 314      CBlock       Gd       TA           Gd          ALQ       1236
## 315      BrkTil       TA       Gd           No          LwQ         16
## 316       PConc       Gd       TA           No          GLQ        425
## 317      CBlock       Gd       TA           No          GLQ        692
## 318       PConc       Gd       TA           Av          Unf          0
## 319       PConc       Gd       TA           Gd          GLQ        987
## 320      CBlock       Gd       TA           Av          GLQ       1036
## 321       PConc       Ex       Gd           Av          Unf          0
## 322       PConc       Ex       TA           Av          GLQ        970
## 323      CBlock       TA       TA           Gd          LwQ         28
## 324      CBlock       TA       TA           No          ALQ        256
## 325      CBlock       Gd       TA           No          Unf          0
## 326      CBlock       TA       TA           Av          BLQ        116
## 327       PConc       Gd       TA           Gd          GLQ       1619
## 328      CBlock       TA       TA           No          Rec        565
## 329      BrkTil       TA       TA           No          Unf          0
## 330       PConc       TA       TA           Mn          Unf          0
## 331      CBlock       TA       TA           No          GLQ         40
## 332      CBlock       TA       TA           No          Rec        846
## 333       PConc       Gd       TA           No          GLQ       1124
## 334       PConc       Gd       TA           Av          GLQ        720
## 335       PConc       Gd       TA           Gd          GLQ        828
## 336      CBlock       TA       TA           Gd          ALQ       1249
## 337       PConc       Ex       TA           Gd          GLQ       1249
## 338       PConc       Gd       TA           Av          GLQ        810
## 339      CBlock       Gd       TA           Mn          ALQ        213
## 340      CBlock       TA       Fa           No          Rec        585
## 341       PConc       Gd       TA           No          Unf          0
## 342      CBlock       TA       Fa           No          Unf          0
## 343        Slab     None     None         None         None          0
## 344       PConc       Ex       TA           No          GLQ         28
## 345      CBlock       Gd       TA           No          Rec        129
## 346      BrkTil       TA       TA           No          Unf          0
## 347      CBlock       TA       TA           Mn          BLQ        498
## 348      CBlock       TA       TA           No          BLQ       1270
## 349       PConc       Gd       TA           No          GLQ        573
## 350       PConc       Ex       TA           No          GLQ       1410
## 351       PConc       Ex       TA           No          Unf          0
## 352       PConc       Gd       TA           Gd          GLQ       1082
## 353      CBlock       TA       Fa           Mn          LwQ        236
## 354      BrkTil       TA       TA           No          Unf          0
## 355      CBlock       TA       TA           No          LwQ        388
## 356       PConc       Gd       Gd           No          ALQ        334
## 357       PConc       Gd       TA           No          GLQ        560
## 358       PConc       Gd       TA           No          ALQ        874
## 359      CBlock       TA       TA           Av          BLQ        300
## 360       PConc       Gd       TA           Av          GLQ        956
## 361      CBlock       Gd       TA           Av          GLQ        773
## 362      CBlock       TA       TA           No          Rec        399
## 363        Slab     None     None         None         None          0
## 364      CBlock       TA       TA           No          ALQ        162
## 365       PConc       Gd       TA           Mn          GLQ        712
## 366      CBlock       TA       Fa           No          Rec        456
## 367      CBlock       Gd       TA           No          BLQ        609
## 368      CBlock       Gd       TA           Gd          GLQ        371
## 369       PConc       TA       TA           No          LwQ        540
## 370      CBlock       TA       TA           No          ALQ         72
## 371       PConc       Gd       TA           No          Unf          0
## 372      CBlock     None     None         None         None          0
## 373      CBlock       Gd       TA           No          ALQ        623
## 374       PConc       TA       TA           No          BLQ        428
## 375       PConc       Gd       TA           No          Unf          0
## 376      BrkTil       Fa       Po           Gd          BLQ        350
## 377       PConc       Gd       TA           Av          GLQ        298
## 378       PConc       Gd       TA           No          Unf          0
## 379       PConc       Ex       TA           Av          GLQ       1445
## 380       PConc       Gd       TA           No          Unf          0
## 381      BrkTil       TA       TA           No          LwQ        218
## 382       PConc       Gd       Gd           No          Unf          0
## 383       PConc       Gd       TA           Av          Unf          0
## 384      BrkTil       Fa       Fa           No          Unf          0
## 385       PConc       Gd       TA           Av          GLQ        985
## 386       PConc       Gd       TA           No          GLQ         24
## 387       PConc       TA       TA           No          Unf          0
## 388      CBlock       TA       TA           Av          ALQ        631
## 389       PConc       Gd       TA           No          Unf          0
## 390       PConc       Ex       TA           Av          GLQ       1280
## 391      BrkTil       TA       Gd           No          Rec        241
## 392       PConc       Ex       TA           No          ALQ        690
## 393        Slab     None     None         None         None          0
## 394      CBlock       TA       TA           No          Rec        266
## 395      CBlock       TA       TA           No          Unf          0
## 396      CBlock       TA       TA           Av          BLQ        739
## 397      CBlock       TA       TA           Av          Rec        777
## 398      CBlock       TA       TA           No          ALQ        540
## 399      BrkTil       Fa       Po           No          Unf          0
## 400       PConc       Gd       TA           No          GLQ        812
## 401       PConc       Gd       TA           No          GLQ        786
## 402       PConc       Gd       TA           Av          GLQ         24
## 403       PConc       TA       TA           No          Unf          0
## 404       PConc       Gd       TA           No          Unf          0
## 405       PConc       Gd       TA           No          Unf          0
## 406      CBlock       TA       TA           No          BLQ       1116
## 407      BrkTil       TA       TA           No          Unf          0
## 408      BrkTil       Gd       TA           No          Unf          0
## 409       PConc       Ex       Gd           No          Unf          0
## 410       PConc       Ex       TA           No          GLQ        789
## 411      CBlock       TA       Fa           No          Unf          0
## 412      CBlock       TA       TA           Mn          Rec       1056
## 413       PConc       Ex       TA           Av          GLQ        578
## 414      CBlock       TA       TA           No          Unf          0
## 415       PConc       Gd       TA           No          BLQ         50
## 416       PConc       Gd       TA           Av          GLQ         24
## 417      CBlock       TA       TA           No          ALQ        209
## 418      BrkTil       Gd       TA           No          BLQ       1128
## 419      BrkTil       TA       TA           No          ALQ        312
## 420      CBlock       TA       TA           No          BLQ        775
## 421       PConc       Gd       Gd           Gd          GLQ       1309
## 422      CBlock       Gd       TA           No          ALQ       1246
## 423      CBlock       TA       TA           No          Unf          0
## 424       PConc       Gd       TA           No          GLQ        986
## 425      CBlock       Gd       TA           No          LwQ        616
## 426      CBlock       TA       TA           No          Unf          0
## 427       PConc       Gd       TA           Gd          GLQ       1518
## 428      CBlock       TA       TA           No          Rec        288
## 429       PConc       Gd       TA           No          GLQ        664
## 430      CBlock       Gd       TA           Mn          GLQ       1005
## 431      CBlock       TA       TA           No          ALQ        387
## 432      BrkTil       TA       TA           No          Unf          0
## 433      CBlock       TA       TA           No          ALQ        471
## 434       PConc       Gd       TA           No          Unf          0
## 435      CBlock       Gd       TA           Av          ALQ        495
## 436       PConc       Gd       TA           Av          GLQ        385
## 437      BrkTil       Fa       TA           No          Unf          0
## 438       PConc       TA       TA           No          Unf          0
## 439       PConc       TA       TA           No          LwQ        365
## 440      BrkTil       TA       Fa           Mn          Unf          0
## 441       PConc       Ex       TA           Gd          GLQ       1767
## 442      CBlock       TA       TA           No          ALQ        133
## 443       PConc       TA       TA           No          Unf          0
## 444       PConc       Ex       TA           Av          Unf          0
## 445       PConc       Gd       TA           No          GLQ        642
## 446      CBlock       TA       TA           No          Unf          0
## 447      CBlock       TA       TA           No          ALQ        247
## 448       PConc       Gd       TA           No          Unf          0
## 449      BrkTil       TA       TA           No          Unf          0
## 450      CBlock       TA       TA           No          ALQ        331
## 451      BrkTil       TA       TA           No          Unf          0
## 452      CBlock       Gd       TA           Gd          ALQ        655
## 453       PConc       Ex       TA           No          ALQ        742
## 454       PConc       Gd       TA           No          Unf          0
## 455      CBlock       TA       TA           No          ALQ       1606
## 456      CBlock       TA       TA           No          ALQ        916
## 457      BrkTil       TA       TA           No          Unf          0
## 458      CBlock       Gd       TA           Gd          BLQ       1116
## 459       PConc       TA       TA           No          Unf          0
## 460      CBlock       TA       TA           No          LwQ        185
## 461       PConc       Gd       TA           No          GLQ        544
## 462       PConc       Gd       Gd           No          ALQ        350
## 463      CBlock       TA       TA           No          Rec        553
## 464      CBlock       TA       TA           No          LwQ        326
## 465      CBlock       Gd       TA           No          Rec        616
## 466       PConc       Gd       TA           No          Unf          0
## 467      CBlock       TA       Gd           Gd          GLQ        778
## 468      CBlock       TA       TA           No          LwQ        386
## 469       PConc       Gd       TA           No          Unf          0
## 470       PConc       Gd       TA           No          GLQ        426
## 471       PConc       Gd       TA           Av          GLQ        368
## 472      CBlock       Gd       TA           No          Unf          0
## 473       PConc       Gd       TA           Gd          GLQ        459
## 474       PConc       Ex       TA           Gd          GLQ       1350
## 475       PConc       Gd       TA           Av          GLQ       1196
## 476      CBlock       TA       TA           No          GLQ        630
## 477       PConc       Gd       TA           Gd          GLQ        994
## 478       PConc       Gd       TA           Av          Unf          0
## 479       PConc       Ex       TA           Gd          GLQ       1288
## 480      BrkTil       Fa       TA           No          Rec        168
## 481       PConc       Ex       TA           Gd          GLQ       1261
## 482       PConc       Ex       TA           Gd          GLQ       1567
## 483       PConc       TA       TA           No          ALQ        299
## 484       PConc       Ex       TA           No          GLQ        897
## 485      CBlock       TA       TA           No          ALQ        588
## 486      CBlock       TA       TA           No          ALQ        607
## 487      CBlock       TA       TA           No          ALQ        836
## 488      CBlock       Gd       TA           Av          ALQ        998
## 489      CBlock       TA       Fa           No          BLQ        664
## 490      CBlock       Gd       TA           Av          GLQ        515
## 491       PConc       Gd       TA           Mn          Unf          0
## 492      CBlock       TA       TA           No          BLQ        403
## 493       PConc       Gd       TA           No          Unf          0
## 494      CBlock       TA       TA           No          BLQ        374
## 495      BrkTil       Fa       TA           No          Unf          0
## 496      CBlock       TA       TA           No          Rec        495
## 497       PConc       Gd       TA           No          GLQ       1231
## 498       PConc       TA       TA           No          Rec        329
## 499       PConc       TA       TA           No          ALQ        450
## 500      CBlock       TA       TA           No          BLQ        111
## 501      CBlock       TA       TA           No          BLQ        356
## 502       PConc       Gd       TA           No          GLQ        400
## 503      CBlock       TA       TA           No          ALQ        698
## 504      CBlock       TA       TA           No          ALQ       1247
## 505      CBlock       TA       TA           No          ALQ        257
## 506      CBlock       TA       TA           No          Unf          0
## 507       PConc       Gd       TA           No          GLQ        380
## 508       PConc       Gd       TA           No          GLQ         27
## 509      BrkTil       TA       TA           No          Rec        141
## 510      CBlock       TA       TA           No          ALQ        991
## 511      CBlock       TA       TA           No          BLQ        650
## 512       PConc       Gd       TA           No          Unf          0
## 513      CBlock       TA       TA           No          BLQ        521
## 514       PConc       TA       TA           No          ALQ        336
## 515      BrkTil       TA       TA           No          Unf          0
## 516      CBlock       Ex       TA           No          GLQ       1436
## 517      CBlock       TA       TA           No          Unf          0
## 518       PConc       Gd       TA           No          Unf          0
## 519       PConc       Gd       TA           Mn          GLQ        706
## 520      BrkTil       Gd       TA           No          Unf          0
## 521      BrkTil     None     None         None         None          0
## 522      CBlock       TA       TA           No          Rec        777
## 523      CBlock       TA       TA           No          ALQ        399
## 524       PConc       Gd       TA           No          GLQ        719
## 525       PConc       Gd       TA           No          Unf          0
## 526      CBlock       Gd       TA           No          Rec        377
## 527       PConc       Ex       TA           Av          GLQ       1330
## 528      BrkTil       TA       TA           Mn          ALQ        348
## 529       PConc       TA       TA           No          Rec       1219
## 530      CBlock       Gd       TA           Av          GLQ        783
## 531      BrkTil       Fa       Fa           Mn          Unf          0
## 532        Slab     None     None         None         None          0
## 533        Slab     None     None         None         None          0
## 534       PConc       Ex       Gd           Av          Unf          0
## 535      CBlock       Gd       TA           Gd          GLQ        969
## 536       PConc       Gd       TA           Av          Unf          0
## 537      CBlock       TA       TA           No          BLQ        600
## 538      CBlock       TA       TA           No          BLQ        673
## 539       PConc       Gd       TA           Av          GLQ       1358
## 540       PConc       Ex       TA           Av          GLQ       1260
## 541       PConc       Gd       TA           No          Unf          0
## 542       PConc       Ex       TA           No          LwQ        144
## 543       PConc       Gd       TA           Av          GLQ        584
## 544       PConc       Gd       Gd           Av          GLQ        554
## 545       PConc       Gd       Gd           No          GLQ       1002
## 546      BrkTil       Gd       TA           No          Rec        300
## 547      CBlock       Gd       TA           Av          ALQ        619
## 548      CBlock       TA       TA           No          LwQ        180
## 549       PConc       Gd       TA           No          Unf          0
## 550      CBlock       Gd       TA           No          ALQ        559
## 551      CBlock       TA       TA           No          Rec        308
## 552       PConc       Ex       TA           Av          Unf          0
## 553      CBlock     None     None         None         None          0
## 554       PConc       Gd       TA           No          GLQ        866
## 555      BrkTil       TA       Fa           No          Unf          0
## 556      CBlock       TA       TA           No          Rec        895
## 557      CBlock       TA       TA           No          Rec        637
## 558       PConc       Gd       TA           Gd          GLQ        604
## 559       PConc       Gd       TA           Gd          Unf          0
## 560      CBlock       Gd       TA           No          ALQ       1302
## 561      CBlock       Gd       TA           Av          ALQ       1071
## 562      CBlock       TA       TA           No          BLQ        290
## 563      BrkTil       Gd       TA           Mn          Unf          0
## 564       PConc       Gd       TA           No          GLQ        728
## 565       PConc       Gd       TA           No          Unf          0
## 566       PConc       Gd       Gd           No          Unf          0
## 567       PConc       Gd       TA           No          GLQ          2
## 568      CBlock       Gd       TA           Gd          GLQ       1441
## 569      CBlock       Gd       TA           Gd          GLQ        943
## 570      CBlock       TA       TA           No          LwQ        231
## 571      CBlock       TA       TA           No          BLQ        414
## 572       PConc       Ex       TA           Av          Unf          0
## 573       PConc       Gd       TA           No          Unf          0
## 574      CBlock       TA       TA           Av          ALQ        349
## 575      CBlock       TA       TA           No          Rec        442
## 576      BrkTil       TA       TA           No          Unf          0
## 577      CBlock       TA       TA           Av          LwQ        328
## 578       PConc       Gd       TA           No          Unf          0
## 579      BrkTil       TA       TA           No          Unf          0
## 580      CBlock       TA       TA           No          BLQ        594
## 581       PConc       Ex       TA           No          Unf          0
## 582      CBlock       Gd       TA           Av          GLQ        816
## 583      BrkTil       TA       TA           No          Unf          0
## 584      BrkTil       TA       TA           No          Unf          0
## 585       PConc       Ex       TA           Gd          GLQ       1460
## 586      BrkTil       TA       Gd           Mn          Rec        210
## 587      CBlock       TA       TA           Av          ALQ        672
## 588      CBlock       TA       TA           Gd          GLQ       1324
## 589      BrkTil       TA       TA           No          Unf          0
## 590       PConc       Gd       TA           No          GLQ        490
## 591       PConc       Ex       TA           Gd          GLQ       1338
## 592       PConc       TA       Gd           No          GLQ        816
## 593       PConc       Gd       TA           Av          GLQ        685
## 594      CBlock       Gd       TA           No          Unf          0
## 595       PConc       Gd       TA           Gd          GLQ       1422
## 596      CBlock       TA       TA           No          Unf          0
## 597       PConc       Ex       TA           Av          Unf          0
## 598      CBlock       Gd       TA           Mn          ALQ       1283
## 599      CBlock       Gd       TA           No          LwQ         81
## 600       PConc       Gd       TA           Av          GLQ        546
## 601       PConc       TA       TA           No          Unf          0
## 602       PConc       Gd       TA           Mn          GLQ        789
## 603       PConc       Gd       TA           No          Unf          0
## 604       PConc       Gd       TA           Mn          GLQ        922
## 605      CBlock       TA       TA           No          BLQ        454
## 606       PConc       Gd       TA           No          GLQ        732
## 607      CBlock       TA       Gd           No          GLQ        603
## 608       PConc       Gd       TA           Mn          BLQ        428
## 609      CBlock       TA       TA           Mn          Rec        903
## 610       PConc       Ex       TA           Mn          GLQ        904
## 611      CBlock       Gd       TA           Av          ALQ        605
## 612       PConc       Gd       TA           Av          GLQ        990
## 613       PConc       Gd       TA           No          ALQ        206
## 614      CBlock       Gd       TA           Av          LwQ        150
## 615       PConc       TA       TA           Gd          GLQ        763
## 616       PConc       Gd       TA           No          GLQ        457
## 617      CBlock       TA       TA           No          Unf          0
## 618       PConc       Ex       TA           Av          GLQ         48
## 619       PConc       Gd       TA           Gd          GLQ        871
## 620      BrkTil       TA       TA           No          BLQ         41
## 621      CBlock       TA       TA           No          ALQ        956
## 622      CBlock       TA       TA           No          BLQ        560
## 623       PConc       Gd       TA           No          GLQ        420
## 624      CBlock       TA       TA           No          Rec        247
## 625      CBlock       TA       TA           No          Unf          0
## 626      CBlock       TA       TA           No          Unf          0
## 627      CBlock       TA       TA           Av          BLQ        674
## 628       PConc       Gd       TA           Av          Rec        650
## 629      CBlock       TA       TA           Gd          GLQ        624
## 630      BrkTil       Fa       Fa           No          Unf          0
## 631       PConc       Gd       Gd           Mn          GLQ         24
## 632      CBlock       TA       TA           No          ALQ        822
## 633      CBlock       TA       TA           No          BLQ        480
## 634      CBlock       TA       TA           No          GLQ       1056
## 635      CBlock       TA       Fa           No          LwQ        256
## 636      BrkTil       TA       Fa           No          Unf          0
## 637      CBlock       TA       TA           No          Unf          0
## 638      CBlock       Fa       TA           No          Unf          0
## 639       PConc       Gd       Gd           Av          GLQ       1154
## 640       PConc       Ex       TA           Gd          GLQ       1218
## 641       PConc       Gd       TA           No          GLQ        738
## 642      CBlock       Gd       TA           Gd          GLQ       1410
## 643      CBlock       TA       TA           No          Rec        493
## 644       PConc       Ex       TA           Mn          GLQ       1121
## 645      CBlock       TA       TA           No          ALQ        282
## 646      CBlock     None     None         None         None          0
## 647      CBlock       TA       TA           Mn          Rec        500
## 648      CBlock       TA       TA           No          Unf          0
## 649      CBlock       Gd       TA           Av          BLQ        131
## 650       PConc       Gd       TA           No          Unf          0
## 651      CBlock       TA       TA           Mn          Unf          0
## 652       PConc       Gd       TA           No          Unf          0
## 653      CBlock       TA       TA           No          Unf          0
## 654       PConc       Gd       TA           Gd          GLQ       1696
## 655      CBlock       TA       TA           No          Unf          0
## 656      CBlock       TA       TA           No          ALQ        806
## 657      BrkTil       Gd       TA           No          Unf          0
## 658      CBlock       TA       TA           No          Unf          0
## 659       PConc       TA       TA           No          BLQ        637
## 660      CBlock       Gd       TA           No          Unf          0
## 661       PConc       Gd       Gd           No          GLQ       1361
## 662      CBlock       Fa       Fa           No          Unf          0
## 663      CBlock       Gd       TA           Av          BLQ        920
## 664       PConc       Ex       TA           Mn          GLQ       1721
## 665       PConc       Gd       TA           No          Unf          0
## 666      CBlock       Gd       TA           No          LwQ        187
## 667       PConc       Gd       TA           No          GLQ       1138
## 668      CBlock       TA       TA           No          Rec        988
## 669      BrkTil       Fa       TA           No          Unf          0
## 670       PConc       Gd       TA           No          GLQ        193
## 671      BrkTil       TA       TA           No          BLQ        551
## 672      CBlock       Gd       TA           No          ALQ        767
## 673       PConc       TA       TA           No          GLQ       1186
## 674      CBlock       TA       TA           No          Rec        892
## 675      CBlock       TA       TA           No          ALQ        311
## 676      BrkTil       TA       Fa           No          Unf          0
## 677      BrkTil       TA       TA           No          Unf          0
## 678       PConc       Ex       TA           Mn          Unf          0
## 679      CBlock       TA       TA           No          Rec        827
## 680      CBlock       Gd       TA           No          BLQ        543
## 681      BrkTil       TA       TA           No          Rec        182
## 682       PConc       Gd       TA           Mn          GLQ       1003
## 683       PConc       Gd       TA           Av          GLQ       1059
## 684       PConc       Gd       TA           No          Unf          0
## 685      CBlock       Gd       TA           Mn          GLQ        828
## 686       PConc       Gd       TA           No          Unf          0
## 687       PConc       Gd       TA           No          GLQ        239
## 688       PConc       Gd       TA           Av          GLQ        945
## 689       PConc       Gd       TA           Av          ALQ         20
## 690       PConc       Gd       TA           Gd          GLQ        697
## 691       PConc       Ex       TA           Gd          GLQ       1455
## 692       PConc       Gd       TA           Gd          GLQ        965
## 693      BrkTil       TA       TA           No          Unf          0
## 694      BrkTil       TA       TA           No          Unf          0
## 695      CBlock       Gd       Gd           No          GLQ        980
## 696      CBlock       TA       TA           No          LwQ        616
## 697       PConc       Ex       Gd           Mn          LwQ        210
## 698      CBlock       TA       TA           No          GLQ        553
## 699       PConc       Gd       TA           Mn          GLQ         16
## 700       PConc       Ex       TA           Gd          GLQ       1274
## 701      CBlock       TA       TA           No          Unf          0
## 702       PConc       Ex       Gd           No          Unf          0
## 703      BrkTil       Gd       TA           No          Unf          0
## 704       PConc       Gd       TA           Av          GLQ        712
## 705        Slab     None     None         None         None          0
## 706      CBlock       Gd       TA           Gd          GLQ       1219
## 707       PConc       Gd       TA           No          GLQ        863
## 708       PConc       Gd       TA           Av          Unf          0
## 709       PConc       TA       TA           No          Unf          0
## 710      CBlock       TA       TA           No          Unf          0
## 711       Stone       TA       TA           Mn          Unf          0
## 712       PConc       Gd       TA           Mn          GLQ        767
## 713      CBlock       TA       TA           Av          ALQ        789
## 714      CBlock       TA       TA           No          GLQ        533
## 715      CBlock       Gd       TA           No          Unf          0
## 716      BrkTil       TA       TA           No          Unf          0
## 717      CBlock       Gd       TA           No          BLQ       1084
## 718       PConc       Gd       TA           Gd          GLQ       1173
## 719      CBlock       Gd       TA           Gd          ALQ        523
## 720       PConc       Gd       TA           Gd          GLQ       1148
## 721       PConc       Gd       TA           Av          GLQ        662
## 722      CBlock       TA       TA           No          ALQ        191
## 723       PConc       TA       TA           No          Unf          0
## 724       PConc       Ex       TA           No          GLQ       1234
## 725      CBlock       TA       TA           No          ALQ        375
## 726      CBlock       Gd       TA           No          GLQ        808
## 727       PConc       Gd       TA           Av          GLQ        724
## 728      CBlock       TA       TA           No          Unf          0
## 729      CBlock       TA       TA           No          BLQ        152
## 730       PConc       Gd       TA           No          GLQ       1180
## 731       PConc       Ex       TA           Av          GLQ        786
## 732       PConc       Gd       TA           Av          ALQ        252
## 733      CBlock       TA       TA           No          BLQ        594
## 734       PConc       TA       TA           No          Unf          0
## 735      BrkTil       Gd       TA           Mn          Rec        390
## 736      CBlock     None     None         None         None          0
## 737       PConc       Gd       TA           No          Unf          0
## 738      CBlock       Gd       Gd           Gd          GLQ       1200
## 739       PConc       Gd       TA           No          Unf          0
## 740      BrkTil       Fa       Fa           No          Unf          0
## 741      CBlock       TA       TA           Mn          GLQ        832
## 742       PConc       Gd       TA           No          Unf          0
## 743      CBlock       Gd       TA           Av          ALQ        444
## 744       PConc       Gd       TA           No          GLQ        733
## 745      CBlock       TA       Gd           No          GLQ        575
## 746       PConc       Gd       TA           No          GLQ        300
## 747       Stone       TA       Fa           No          Unf          0
## 748       PConc       Gd       TA           No          GLQ        919
## 749        Slab     None     None         None         None          0
## 750      BrkTil       TA       Fa           No          Unf          0
## 751       PConc       Gd       TA           No          Unf          0
## 752       PConc       Gd       TA           Gd          GLQ       1200
## 753       PConc       Gd       TA           Mn          Unf          0
## 754      CBlock       TA       TA           No          GLQ        439
## 755       PConc       Gd       TA           No          GLQ        381
## 756       PConc       Gd       TA           Av          GLQ         20
## 757      CBlock       TA       TA           Mn          Rec        438
## 758       PConc       Gd       TA           No          ALQ        549
## 759       PConc       Gd       TA           Av          LwQ         56
## 760      CBlock       TA       TA           No          Rec        612
## 761       PConc       TA       TA           Mn          LwQ        405
## 762       PConc       Gd       TA           Mn          GLQ         24
## 763       PConc       Gd       TA           Mn          GLQ       1163
## 764       PConc       Gd       Gd           Av          LwQ        437
## 765       PConc       Gd       TA           No          Unf          0
## 766      CBlock       Gd       TA           No          GLQ        394
## 767      CBlock       Gd       TA           Mn          ALQ        660
## 768       PConc       Gd       TA           No          GLQ         24
## 769       PConc       Gd       TA           Gd          ALQ       1416
## 770      CBlock       Gd       TA           Av          GLQ        685
## 771      CBlock       Fa       Fa           No          LwQ        836
## 772      CBlock       TA       TA           Av          ALQ        422
## 773      CBlock       TA       TA           No          Rec        456
## 774       PConc       Gd       TA           Av          Unf          0
## 775       PConc       Ex       TA           No          GLQ        866
## 776       PConc       Gd       TA           Av          GLQ         20
## 777      CBlock       TA       TA           No          ALQ        762
## 778        Slab     None     None         None         None          0
## 779      CBlock       Gd       TA           Gd          GLQ        975
## 780       PConc       Gd       Gd           No          Unf          0
## 781       PConc       Gd       TA           No          ALQ        387
## 782       PConc       Gd       TA           No          Unf          0
## 783       PConc       Gd       TA           Av          GLQ       1097
## 784      CBlock       TA       TA           No          Unf          0
## 785      CBlock       TA       TA           No          Rec        251
## 786       PConc       Fa       TA           No          LwQ        686
## 787       PConc       Gd       TA           No          GLQ        656
## 788      CBlock       TA       TA           No          Unf          0
## 789      CBlock       TA       Fa           Gd          LwQ        568
## 790       PConc       Gd       TA           No          GLQ         16
## 791       PConc       Gd       TA           Av          ALQ        539
## 792       PConc       Gd       TA           Av          GLQ        862
## 793       PConc       Gd       TA           Av          Unf          0
## 794       PConc       Gd       TA           No          Unf          0
## 795      CBlock       Gd       TA           No          Unf          0
## 796      CBlock       TA       TA           No          Unf          0
## 797      CBlock       TA       TA           No          BLQ        570
## 798       PConc       Ex       TA           No          Unf          0
## 799      BrkTil       Gd       TA           No          ALQ        569
## 800       PConc       Gd       TA           Gd          GLQ        462
## 801      CBlock       TA       TA           No          LwQ        197
## 802       PConc       Gd       TA           Av          GLQ        648
## 803       PConc       Ex       TA           Gd          Unf          0
## 804      CBlock       TA       TA           No          LwQ        812
## 805       PConc       Gd       TA           No          Unf          0
## 806       PConc       TA       TA           Av          ALQ        400
## 807      CBlock       TA       TA           Gd          GLQ       1309
## 808      CBlock       TA       TA           Av          ALQ        516
## 809       PConc       TA       TA           No          Unf          0
## 810      CBlock       TA       TA           No          ALQ        663
## 811       PConc       Gd       TA           Gd          GLQ        662
## 812      CBlock       TA       TA           Av          Unf          0
## 813      CBlock       TA       TA           No          Rec        608
## 814      BrkTil       TA       TA           No          Unf          0
## 815       PConc       Gd       TA           No          Unf          0
## 816      CBlock       TA       TA           No          BLQ        486
## 817       PConc       Gd       TA           No          GLQ       1218
## 818      CBlock       TA       TA           Av          GLQ        504
## 819       PConc       Gd       TA           Mn          GLQ        733
## 820       PConc       Gd       TA           No          Unf          0
## 821      CBlock       Fa       TA           No          Unf          0
## 822       PConc       Gd       TA           Gd          Unf          0
## 823      BrkTil       TA       TA           No          Unf          0
## 824       PConc       Gd       Gd           No          Unf          0
## 825       PConc       Ex       TA           Av          GLQ       1636
## 826      BrkTil       TA       TA           No          ALQ        784
## 827       PConc       Gd       TA           No          GLQ         20
## 828       PConc       TA       Gd           Gd          LwQ        249
## 829       PConc       Gd       TA           No          Unf          0
## 830      CBlock       TA       TA           No          Rec       1040
## 831       PConc       Gd       TA           No          Unf          0
## 832       PConc       Gd       TA           No          GLQ        483
## 833      CBlock       TA       TA           No          Rec        196
## 834      CBlock       TA       TA           No          Rec        572
## 835      CBlock       Gd       TA           No          BLQ        442
## 836      BrkTil       TA       TA           No          Rec        338
## 837      CBlock       TA       TA           No          BLQ        330
## 838       PConc       Gd       TA           No          Unf          0
## 839      CBlock       TA       TA           No          BLQ        352
## 840      BrkTil       TA       TA           No          BLQ        156
## 841       PConc       TA       TA           No          Unf          0
## 842      CBlock       TA       TA           Gd          Rec        312
## 843      CBlock       TA       TA           No          Unf          0
## 844      BrkTil       TA       TA           Mn          Unf          0
## 845      CBlock       Gd       TA           Gd          ALQ       1390
## 846       PConc       Gd       TA           No          ALQ        513
## 847      CBlock       TA       TA           Av          BLQ        460
## 848      BrkTil       TA       TA           No          Unf          0
## 849      CBlock       TA       TA           No          Unf          0
## 850       PConc       Gd       TA           Av          GLQ        659
## 851       PConc       Gd       TA           Gd          Unf          0
## 852      CBlock       TA       TA           No          Rec        364
## 853      CBlock       TA       TA           Gd          Rec        564
## 854      CBlock       TA       TA           Mn          ALQ        306
## 855      CBlock       TA       TA           No          ALQ        659
## 856      CBlock       Gd       Gd           Gd          GLQ        505
## 857       PConc       Gd       TA           No          Unf          0
## 858      CBlock       Gd       TA           No          Unf          0
## 859      CBlock       TA       TA           Mn          BLQ        619
## 860      BrkTil       TA       TA           No          Unf          0
## 861       PConc       TA       TA           Mn          BLQ        841
## 862       PConc       Gd       TA           No          GLQ        338
## 863      CBlock       TA       TA           No          BLQ       1148
## 864       PConc       Ex       TA           No          Unf          0
## 865      CBlock       TA       TA           No          BLQ        828
## 866       PConc       Gd       TA           Av          Unf          0
## 867      CBlock       TA       TA           No          ALQ        932
## 868        Slab     None     None         None         None          0
## 869       PConc       Gd       TA           No          GLQ        750
## 870      CBlock       TA       TA           No          Unf          0
## 871       PConc       Gd       TA           No          GLQ        505
## 872       Stone       TA       TA           Av          Unf          0
## 873      CBlock       TA       TA           No          Rec        375
## 874      CBlock       TA       TA           No          Unf          0
## 875       PConc       Gd       TA           Av          GLQ         64
## 876       PConc       TA       TA           Gd          ALQ        633
## 877       PConc       Ex       TA           No          GLQ       1170
## 878      CBlock       TA       TA           Av          ALQ        899
## 879      CBlock       TA       TA           No          ALQ        646
## 880       PConc       Ex       Gd           No          ALQ        980
## 881      CBlock       Gd       TA           Mn          LwQ        902
## 882       PConc       Gd       TA           No          Unf          0
## 883       PConc       TA       Fa           No          Unf          0
## 884      CBlock       TA       TA           No          BLQ        432
## 885       PConc       Ex       TA           Av          GLQ       1238
## 886      CBlock       TA       TA           No          LwQ        528
## 887       PConc       TA       TA           No          Unf          0
## 888       PConc       TA       Gd           Gd          ALQ        351
## 889      CBlock       TA       TA           No          BLQ       1024
## 890      CBlock       TA       TA           Mn          Unf          0
## 891      CBlock       TA       TA           No          LwQ        226
## 892      CBlock       TA       TA           No          GLQ        663
## 893       PConc       Gd       TA           Mn          BLQ       1064
## 894        Slab     None     None         None         None          0
## 895      CBlock       TA       TA           No          BLQ        400
## 896      BrkTil       TA       TA           No          ALQ        285
## 897        Slab     None     None         None         None          0
## 898       PConc       Ex       TA           Gd          GLQ       2188
## 899      CBlock       TA       TA           No          BLQ        465
## 900      CBlock       TA       TA           No          ALQ        322
## 901      CBlock       TA       TA           Mn          BLQ        860
## 902       PConc       Gd       TA           No          Unf          0
## 903       PConc       Gd       TA           No          Unf          0
## 904      CBlock       TA       TA           No          GLQ        599
## 905      CBlock       TA       TA           No          Rec        354
## 906       PConc       Gd       TA           No          GLQ         63
## 907      CBlock       Gd       TA           No          Rec        223
## 908      CBlock       Gd       TA           Av          BLQ        301
## 909       PConc       Gd       TA           No          Unf          0
## 910      CBlock       TA       TA           No          Rec        443
## 911      CBlock       Gd       Gd           Av          ALQ        196
## 912      BrkTil       TA       TA           No          Rec        489
## 913      CBlock       TA       TA           No          BLQ        284
## 914       PConc       Gd       TA           Av          GLQ        294
## 915      CBlock       TA       TA           No          Unf          0
## 916      CBlock       TA       TA           Av          BLQ         50
## 917      CBlock       TA       TA           No          ALQ       1059
## 918       PConc       Ex       TA           Mn          BLQ         48
## 919      CBlock       Gd       TA           No          ALQ        528
## 920       PConc       Gd       Gd           No          GLQ        814
## 921      CBlock       TA       TA           No          ALQ       1084
## 922       PConc       Gd       TA           No          GLQ         28
## 923       PConc       Gd       TA           No          LwQ        165
## 924      CBlock       Gd       TA           No          BLQ        625
## 925       PConc       Gd       TA           Av          ALQ        767
## 926       PConc       Gd       TA           No          Unf          0
## 927      CBlock       TA       TA           No          BLQ        552
## 928       PConc       Gd       TA           Av          Unf          0
## 929       PConc       Gd       TA           No          Unf          0
## 930       PConc       Gd       TA           Av          GLQ         16
## 931      CBlock       TA       TA           No          BLQ        338
## 932       PConc       Ex       Gd           No          Unf          0
## 933       PConc       Gd       TA           Av          GLQ         20
## 934      CBlock       Gd       TA           Gd          GLQ        425
## 935       PConc       Fa       TA           Mn          Unf          0
## 936       PConc       Gd       TA           No          GLQ        833
## 937       PConc       Gd       TA           Mn          GLQ        341
## 938       PConc       Gd       Gd           Mn          GLQ        464
## 939      CBlock       TA       TA           Mn          Unf          0
## 940      CBlock       TA       TA           Gd          Rec        936
## 941       PConc       Gd       TA           No          ALQ        772
## 942       PConc       Gd       TA           Gd          GLQ       1440
## 943      CBlock       TA       TA           Av          Unf          0
## 944      CBlock       TA       TA           No          GLQ        111
## 945      BrkTil       TA       TA           No          LwQ       1088
## 946      CBlock       TA       TA           Av          ALQ        748
## 947       PConc       Gd       TA           Av          GLQ       1300
## 948       PConc       Gd       TA         None          Unf          0
## 949      CBlock       TA       TA           No          ALQ        982
## 950      CBlock       TA       TA           No          ALQ        398
## 951      CBlock       TA       TA           No          BLQ        641
## 952      CBlock       Gd       TA           Av          GLQ        660
## 953      CBlock       TA       TA           Av          ALQ        562
## 954      CBlock       Gd       Gd           Gd          GLQ        945
## 955      CBlock       Gd       TA           No          Rec        484
## 956      CBlock       Gd       TA           No          ALQ        285
## 957      CBlock       TA       TA           No          Rec        417
## 958       PConc       Gd       TA           Mn          GLQ        699
## 959       PConc       Gd       TA           No          ALQ        604
## 960      CBlock       TA       TA           Gd          BLQ        696
## 961      CBlock       Gd       Gd           No          ALQ        896
## 962      CBlock       Gd       TA           No          ALQ        556
## 963       PConc       Ex       TA           No          Unf          0
## 964       PConc       Gd       TA           No          GLQ        624
## 965       PConc       Gd       TA           No          Unf          0
## 966      BrkTil       TA       Fa           No          Rec        428
## 967      CBlock       TA       TA           No          ALQ        902
## 968      BrkTil       TA       TA           No          Unf          0
## 969      CBlock       TA       TA           Gd          ALQ        513
## 970      CBlock       TA       TA           No          Unf          0
## 971       PConc       Gd       TA           No          GLQ        567
## 972      CBlock       Gd       TA           No          Unf          0
## 973       PConc       Gd       TA           No          Unf          0
## 974      BrkTil       Gd       TA           No          Unf          0
## 975       PConc       Gd       TA           No          GLQ        641
## 976       PConc       Gd       TA           No          Unf          0
## 977       PConc       Gd       TA           No          GLQ       1106
## 978      CBlock       TA       TA           No          LwQ        552
## 979       PConc       TA       TA           No          Rec        651
## 980      CBlock       TA       TA           Av          ALQ        867
## 981       PConc       Gd       TA           No          GLQ        854
## 982       PConc       Gd       TA           Av          Unf          0
## 983       PConc       Gd       TA           Mn          Unf          0
## 984      CBlock     None     None         None         None          0
## 985      CBlock       TA       TA           No          ALQ       1040
## 986      CBlock       TA       Fa           No          Unf          0
## 987       PConc       Ex       TA           Av          GLQ       1646
## 988      CBlock       TA       TA           No          LwQ        156
## 989       PConc       Gd       Gd           No          Unf          0
## 990       PConc       Gd       TA           No          GLQ       1074
## 991      BrkTil       TA       TA           No          BLQ        216
## 992      CBlock       TA       TA           Gd          BLQ        536
## 993       PConc       Gd       TA           No          Unf          0
## 994       PConc       Ex       TA           Gd          GLQ       1172
## 995      CBlock       TA       TA           No          ALQ        384
## 996      CBlock       TA       TA           No          Rec        915
## 997      CBlock       TA       TA           No          Unf          0
## 998      BrkTil       TA       Fa           No          Unf          0
## 999       PConc       Gd       TA           Av          GLQ        686
## 1000       Slab     None     None         None         None          0
## 1001     BrkTil       Fa       TA           No          Unf          0
## 1002      PConc       Gd       TA           No          GLQ         24
## 1003     CBlock       TA       TA           No          Unf          0
## 1004      PConc       Gd       TA           No          GLQ         16
## 1005     CBlock       Gd       Gd           Av          GLQ        595
## 1006     CBlock       Gd       TA           No          LwQ       1237
## 1007     CBlock       TA       TA           No          BLQ        273
## 1008      PConc       Ex       TA           Mn          Unf          0
## 1009     BrkTil       TA       TA           No          Unf          0
## 1010     CBlock       TA       TA           No          Unf          0
## 1011     CBlock     None     None         None         None          0
## 1012      PConc       TA       Fa           No          Unf          0
## 1013     BrkTil       TA       TA           No          ALQ        247
## 1014     CBlock       TA       Fa           No          BLQ        336
## 1015      PConc       Gd       TA           No          GLQ        643
## 1016      PConc       Gd       TA           Gd          GLQ        690
## 1017     CBlock       Gd       TA           Av          GLQ       1036
## 1018      PConc       Gd       TA           No          Unf          0
## 1019      PConc       Gd       TA           Gd          GLQ         16
## 1020      PConc       Gd       TA           No          GLQ       1024
## 1021      PConc       Gd       TA           Av          GLQ        684
## 1022     CBlock       TA       TA           No          LwQ        324
## 1023      PConc       Gd       Gd           No          GLQ         16
## 1024     CBlock       Gd       TA           Av          ALQ       1165
## 1025     CBlock       TA       TA           No          LwQ        138
## 1026     CBlock       TA       TA           No          Rec        697
## 1027      PConc       Gd       TA           Gd          GLQ       1513
## 1028     CBlock       TA       TA           No          Rec        368
## 1029     CBlock       TA       TA           No          BLQ        317
## 1030      PConc       TA       TA           Mn          Unf          0
## 1031     BrkTil       TA       TA           No          GLQ        523
## 1032      PConc       Gd       Gd           No          GLQ       1012
## 1033      PConc       Gd       TA           No          GLQ        986
## 1034      PConc       Fa       Fa           No          Unf          0
## 1035       Slab     None     None         None         None          0
## 1036      PConc       Ex       TA           Gd          GLQ       1022
## 1037      PConc       Gd       TA           No          Unf          0
## 1038     CBlock       TA       TA           No          Unf          0
## 1039     CBlock       Gd       TA           Av          GLQ        509
## 1040     CBlock       TA       TA           No          Rec        168
## 1041     CBlock       TA       TA           No          GLQ        400
## 1042      PConc       Gd       TA           Av          ALQ        900
## 1043      PConc       Gd       TA           No          GLQ       1085
## 1044      PConc       Gd       TA           No          ALQ       1104
## 1045       Slab     None     None         None         None          0
## 1046      PConc       Ex       TA           Av          GLQ        240
## 1047      PConc       Gd       TA           No          GLQ        686
## 1048       Slab     None     None         None         None          0
## 1049     CBlock     None     None         None         None          0
## 1050      PConc       Gd       TA           Av          Unf          0
## 1051      PConc       Gd       TA           Av          Unf          0
## 1052     CBlock       TA       TA           No          Rec        442
## 1053     CBlock       TA       TA           Av          Rec        383
## 1054      PConc       Gd       TA           Mn          GLQ        932
## 1055     CBlock       Gd       TA           No          ALQ        644
## 1056      PConc       Gd       TA           Av          GLQ        659
## 1057      PConc       Gd       TA           No          GLQ        595
## 1058      PConc       Ex       TA           Av          GLQ        936
## 1059     CBlock       TA       TA           Mn          Rec        297
## 1060      PConc       Gd       TA           Mn          GLQ        616
## 1061     CBlock       TA       TA           No          Unf          0
## 1062     BrkTil       TA       TA           No          Unf          0
## 1063     BrkTil       TA       TA           No          BLQ        397
## 1064     CBlock       TA       TA           Mn          BLQ        740
## 1065      PConc       Ex       TA           Gd          GLQ       1201
## 1066      PConc       Gd       TA           No          Unf          0
## 1067     CBlock       TA       TA           Gd          GLQ        674
## 1068     CBlock       Gd       TA           No          ALQ        837
## 1069     CBlock       TA       TA           No          ALQ        220
## 1070     CBlock       TA       TA           No          BLQ        586
## 1071     CBlock       TA       TA           No          Rec        298
## 1072     CBlock       Fa       Fa           Mn          Unf          0
## 1073     CBlock       TA       TA           No          BLQ        535
## 1074      PConc       Gd       TA           Av          Unf          0
## 1075     CBlock       TA       TA           No          BLQ        410
## 1076     CBlock       Fa       TA           No          ALQ        626
## 1077     CBlock       TA       TA           Mn          BLQ         75
## 1078      PConc       Gd       TA           Mn          GLQ        662
## 1079      PConc       Gd       TA           No          GLQ        495
## 1080     CBlock       TA       TA           No          ALQ        656
## 1081     CBlock       TA       TA           No          ALQ        824
## 1082      PConc       Gd       TA           No          Unf          0
## 1083     CBlock       TA       TA           No          BLQ        553
## 1084      PConc       Gd       TA           No          ALQ        592
## 1085      PConc       Gd       TA           Av          GLQ        747
## 1086     CBlock       TA       TA           No          BLQ        334
## 1087      PConc       Gd       TA           Mn          Unf          0
## 1088      PConc       Gd       TA           No          Unf          0
## 1089      PConc       Gd       TA           No          GLQ       1039
## 1090       Slab     None     None         None         None          0
## 1091      PConc       Gd       TA           No          BLQ        510
## 1092      PConc       TA       TA           No          Rec        423
## 1093     CBlock       TA       TA           Mn          GLQ        661
## 1094     CBlock       TA       TA           No          BLQ        248
## 1095      PConc       Gd       TA           No          GLQ         24
## 1096      PConc       TA       TA           No          Unf          0
## 1097     CBlock       Gd       TA           No          Unf          0
## 1098     BrkTil       TA       TA           No          BLQ        672
## 1099     CBlock       Gd       TA           No          ALQ        704
## 1100     CBlock       TA       Fa           No          Rec        290
## 1101     CBlock       TA       TA           No          BLQ        412
## 1102     CBlock       TA       TA           No          Rec        588
## 1103     CBlock       TA       TA           Mn          ALQ        655
## 1104     CBlock       TA       TA           No          Unf          0
## 1105      PConc       Ex       TA           Av          GLQ       1032
## 1106      PConc       Gd       TA           Mn          GLQ        738
## 1107      PConc       Ex       Gd           No          Unf          0
## 1108      PConc       Gd       TA           No          Unf          0
## 1109      PConc       Ex       TA           Mn          GLQ       1039
## 1110      PConc       Gd       TA           No          GLQ        219
## 1111     CBlock       TA       TA           No          ALQ        403
## 1112     CBlock       TA       TA           No          GLQ        708
## 1113     CBlock       TA       TA           No          BLQ        643
## 1114     CBlock       TA       TA           No          Rec        415
## 1115      PConc       Ex       TA           No          GLQ       1004
## 1116      PConc       Gd       TA           No          GLQ        353
## 1117     CBlock       TA       TA           No          BLQ        702
## 1118     CBlock       TA       TA           No          Unf          0
## 1119     CBlock       TA       TA           No          LwQ        369
## 1120     BrkTil       TA       TA           No          Unf          0
## 1121      PConc       Gd       TA           Av          GLQ         24
## 1122     CBlock       TA       TA           No          Unf          0
## 1123     CBlock       TA       TA           No          Unf          0
## 1124      PConc       Gd       TA           No          Unf          0
## 1125     CBlock       TA       TA           No          Unf          0
## 1126      PConc       Gd       TA           No          Unf          0
## 1127      PConc       Gd       TA           Av          GLQ       1300
## 1128      PConc       Gd       TA           Av          Unf          0
## 1129     CBlock       Gd       TA           Gd          GLQ        936
## 1130     BrkTil       TA       TA           No          BLQ        622
## 1131      PConc       Gd       TA           Mn          BLQ        212
## 1132     BrkTil       TA       TA           Mn          Unf          0
## 1133      PConc       Gd       TA           No          GLQ        584
## 1134      PConc       Gd       TA           Av          Unf          0
## 1135     BrkTil       TA       TA           No          Unf          0
## 1136     CBlock       TA       TA           No          BLQ        280
## 1137     CBlock       TA       TA           No          Unf          0
## 1138      PConc       TA       TA           Gd          ALQ       1567
## 1139     BrkTil       TA       TA           No          BLQ        645
## 1140     CBlock       TA       TA           Mn          ALQ        852
## 1141     CBlock       TA       TA           No          ALQ        381
## 1142      PConc       Ex       TA           Gd          GLQ       1150
## 1143     CBlock       TA       TA           No          GLQ        288
## 1144     BrkTil       Gd       TA           No          BLQ        348
## 1145     BrkTil       TA       TA           No          Unf          0
## 1146     CBlock       Gd       TA           No          GLQ       1258
## 1147     CBlock       TA       TA           No          Rec        275
## 1148      PConc       TA       TA           No          Unf          0
## 1149      PConc       TA       TA           No          ALQ        624
## 1150     CBlock       TA       TA           No          Unf          0
## 1151     CBlock       TA       TA           No          BLQ        176
## 1152      PConc       TA       TA           No          ALQ        296
## 1153     BrkTil       TA       TA           Av          ALQ        538
## 1154     CBlock       TA       TA           Gd          ALQ        454
## 1155     CBlock       Gd       TA           Gd          ALQ       1157
## 1156      PConc       TA       TA           Gd          ALQ        633
## 1157      PConc       Gd       TA           No          GLQ        904
## 1158      PConc       Gd       TA           No          Unf          0
## 1159     CBlock       TA       TA           No          ALQ        442
## 1160     CBlock       Gd       TA           No          ALQ        311
## 1161     CBlock       TA       TA           No          BLQ        728
## 1162     CBlock       Gd       TA           No          BLQ        492
## 1163     CBlock       Gd       TA           Av          GLQ       1198
## 1164      PConc       Gd       TA           Gd          ALQ        680
## 1165      PConc       Gd       TA           No          Unf          0
## 1166      PConc       Gd       TA           Av          Unf          0
## 1167      PConc       Gd       TA           No          GLQ        786
## 1168     CBlock       TA       TA           No          Rec        626
## 1169      PConc       Ex       TA           Gd          GLQ       1387
## 1170     CBlock       TA       TA           Av          ALQ        522
## 1171     CBlock       TA       TA           No          ALQ        662
## 1172      PConc       Gd       TA           No          Unf          0
## 1173     CBlock       TA       TA           No          Rec        152
## 1174     BrkTil       Gd       TA           No          Rec        503
## 1175      PConc       Gd       TA           No          GLQ        700
## 1176     CBlock       TA       TA           No          ALQ        658
## 1177     CBlock       TA       TA           No          Rec        468
## 1178     BrkTil       TA       TA           No          Unf          0
## 1179       Slab     None     None         None         None          0
## 1180       Wood       Gd       TA           No          LwQ       1216
## 1181      PConc       Ex       TA           Gd          GLQ       1480
## 1182      PConc       Ex       TA           Av          GLQ       2096
## 1183     BrkTil       TA       TA           No          Rec        821
## 1184     CBlock       TA       TA           Gd          Rec       1159
## 1185     BrkTil       TA       TA           No          BLQ        392
## 1186     CBlock       Fa       TA           Mn          BLQ        440
## 1187      PConc       Gd       TA           No          GLQ       1456
## 1188      PConc       Gd       TA           No          Unf          0
## 1189      PConc       TA       TA           No          Unf          0
## 1190     CBlock       TA       TA           Av          BLQ       1159
## 1191      PConc       Gd       TA           No          Unf          0
## 1192      PConc       TA       TA           Mn          Unf          0
## 1193      PConc       Ex       TA           No          GLQ        883
## 1194     CBlock       TA       TA           No          ALQ        371
## 1195      PConc       Gd       TA           No          Unf          0
## 1196      PConc       Gd       TA           Av          Unf          0
## 1197     BrkTil       TA       TA           No          Unf          0
## 1198      PConc       Gd       TA           No          Unf          0
## 1199     CBlock       TA       TA           No          Rec        547
## 1200     CBlock       TA       TA           No          Unf          0
## 1201      PConc       Gd       TA           Av          Unf          0
## 1202     BrkTil       TA       TA           No          Unf          0
## 1203      PConc       Gd       TA           No          Unf          0
## 1204     CBlock       Gd       TA           No          ALQ        788
## 1205     CBlock       Gd       TA           Mn          ALQ        485
## 1206     CBlock       TA       TA           No          Rec       1056
## 1207      PConc       Gd       TA           Av          GLQ        340
## 1208     CBlock       TA       TA           No          Rec        504
## 1209      PConc       Ex       TA           Mn          GLQ       1220
## 1210      PConc       Gd       TA           No          Unf          0
## 1211       Wood       Gd       TA           Av          GLQ        427
## 1212     CBlock       TA       TA           No          Rec        344
## 1213     CBlock       TA       Gd           Av          GLQ        648
## 1214     CBlock       TA       TA           Av          BLQ        784
## 1215     CBlock       TA       TA           No          Rec        180
## 1216       Slab     None     None         None         None          0
## 1217      PConc       Gd       TA           Mn          GLQ        936
## 1218       Slab     None     None         None         None          0
## 1219     CBlock       TA       TA           No          Unf          0
## 1220     CBlock       TA       TA           No          Rec        312
## 1221     CBlock       TA       TA           No          BLQ        250
## 1222     CBlock       TA       TA           Mn          Rec        196
## 1223     CBlock       TA       Fa           No          LwQ        756
## 1224      PConc       Gd       TA           Av          GLQ        724
## 1225     CBlock       TA       TA           Av          GLQ        507
## 1226      PConc       Gd       TA           Mn          Unf          0
## 1227     CBlock       TA       TA           No          ALQ        595
## 1228      PConc       Ex       TA           No          GLQ       1540
## 1229     CBlock       TA       TA           No          ALQ        666
## 1230     CBlock       Gd       TA           No          GLQ        498
## 1231     CBlock       TA       TA           Av          ALQ        803
## 1232       Slab     None     None         None         None          0
## 1233     CBlock       TA       TA           No          Rec       1000
## 1234      PConc       TA       TA           Av          Unf          0
## 1235     BrkTil       Gd       TA           Mn          Unf          0
## 1236      PConc       Gd       TA           No          Unf          0
## 1237      PConc       Gd       TA           No          Unf          0
## 1238      PConc       Gd       TA           No          Unf          0
## 1239      PConc       Gd       TA           Av          GLQ        428
## 1240      PConc       Gd       TA           No          GLQ        550
## 1241      PConc       Gd       TA           Av          Unf          0
## 1242     CBlock       Gd       TA           Gd          GLQ        885
## 1243      PConc       Ex       Gd           Gd          GLQ       1386
## 1244      PConc       Gd       TA           No          Unf          0
## 1245     CBlock       Gd       TA           No          Unf          0
## 1246      PConc       Gd       TA           No          Unf          0
## 1247     CBlock       TA       TA           Av          GLQ        539
## 1248     BrkTil       Gd       TA           No          Rec        319
## 1249     CBlock       TA       TA           No          BLQ        534
## 1250     CBlock       TA       TA           No          ALQ       1065
## 1251      PConc       Gd       TA           No          Unf          0
## 1252     CBlock       TA       TA           No          BLQ        510
## 1253     CBlock       TA       TA           Gd          LwQ        125
## 1254      PConc       Gd       TA           No          Unf          0
## 1255     BrkTil       TA       Fa           No          LwQ        425
## 1256      PConc       Gd       TA           Gd          GLQ       1314
## 1257      PConc       Fa       TA           No          Unf          0
## 1258      PConc       Gd       TA           Gd          GLQ        655
## 1259     CBlock       Gd       TA           No          ALQ        602
## 1260      PConc       Gd       TA           No          Unf          0
## 1261     CBlock       TA       TA           No          Rec        504
## 1262     CBlock       TA       TA           Av          Unf          0
## 1263      PConc       TA       TA           No          Unf          0
## 1264      PConc       Gd       TA           No          GLQ        266
## 1265      PConc       Gd       TA           No          GLQ        450
##      BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir
## 1             Unf          0       150         856    GasA        Ex          Y
## 2             Unf          0       284        1262    GasA        Ex          Y
## 3             Unf          0       434         920    GasA        Ex          Y
## 4             Unf          0       540         756    GasA        Gd          Y
## 5             Unf          0       490        1145    GasA        Ex          Y
## 6             Unf          0        64         796    GasA        Ex          Y
## 7             Unf          0       317        1686    GasA        Ex          Y
## 8             BLQ         32       216        1107    GasA        Ex          Y
## 9             Unf          0       952         952    GasA        Gd          Y
## 10            Unf          0       140         991    GasA        Ex          Y
## 11            Unf          0       134        1040    GasA        Ex          Y
## 12            Unf          0       177        1175    GasA        Ex          Y
## 13            Unf          0       175         912    GasA        TA          Y
## 14            Unf          0      1494        1494    GasA        Ex          Y
## 15            Unf          0       520        1253    GasA        TA          Y
## 16            Unf          0       832         832    GasA        Ex          Y
## 17            Unf          0       426        1004    GasA        Ex          Y
## 18           None          0         0           0    GasA        TA          Y
## 19            Unf          0       468        1114    GasA        Ex          Y
## 20            Unf          0       525        1029    GasA        TA          Y
## 21            Unf          0      1158        1158    GasA        Ex          Y
## 22            Unf          0       637         637    GasA        Ex          Y
## 23            Unf          0      1777        1777    GasA        Ex          Y
## 24            Unf          0       200        1040    GasA        TA          Y
## 25            ALQ        668       204        1060    GasA        Ex          Y
## 26            Unf          0      1566        1566    GasA        Ex          Y
## 27            Rec        486       180         900    GasA        TA          Y
## 28            Unf          0       486        1704    GasA        Ex          Y
## 29            Unf          0       207        1484    GasA        TA          Y
## 30            Unf          0       520         520    GasA        Fa          N
## 31            Unf          0       649         649    GasA        TA          N
## 32            Unf          0      1228        1228    GasA        Gd          Y
## 33            Unf          0      1234        1234    GasA        Ex          Y
## 34            Unf          0       380        1398    GasA        Gd          Y
## 35            Unf          0       408        1561    GasA        Ex          Y
## 36            Unf          0      1117        1117    GasA        Ex          Y
## 37            Unf          0      1097        1097    GasA        Ex          Y
## 38            Unf          0        84        1297    GasA        Gd          Y
## 39            Unf          0       326        1057    GasA        TA          Y
## 40           None          0         0           0    GasA        TA          N
## 41            Unf          0       445        1088    GasA        Ex          Y
## 42            Unf          0       383        1350    GasA        Gd          Y
## 43            LwQ         93         0         840    GasA        Gd          Y
## 44            BLQ        491       167         938    GasA        TA          Y
## 45            BLQ        506       465        1150    GasA        Ex          Y
## 46            Unf          0      1296        1752    GasA        Ex          Y
## 47            Unf          0        83        1434    GasA        Ex          Y
## 48            Unf          0      1632        1656    GasA        Ex          Y
## 49            Unf          0       736         736    GasA        Gd          Y
## 50            Unf          0       192         955    GasA        Ex          Y
## 51            Unf          0       612         794    GasA        Gd          Y
## 52            Unf          0       816         816    GasA        TA          Y
## 53            GLQ        712         0         816    GasA        TA          N
## 54            Unf          0        32        1842    GasA        Gd          Y
## 55            Unf          0         0         384    GasA        TA          Y
## 56            Unf          0       935        1425    GasA        Gd          Y
## 57            Unf          0       321         970    GasA        Ex          Y
## 58            Unf          0       860         860    GasA        Ex          Y
## 59            Unf          0      1410        1410    GasA        Ex          Y
## 60            Unf          0       148         780    GasA        Ex          Y
## 61            Unf          0       217        1158    GasA        Ex          Y
## 62            Unf          0       530         530    GasA        TA          N
## 63            Unf          0      1346        1370    GasA        Ex          Y
## 64            Unf          0       576         576    GasA        Gd          Y
## 65            Unf          0       318        1057    GasA        Ex          Y
## 66            Unf          0      1143        1143    GasA        Ex          Y
## 67            Unf          0      1035        1947    GasA        TA          Y
## 68            Unf          0       440        1453    GasA        Ex          Y
## 69            Unf          0       747         747    GasA        TA          Y
## 70            Unf          0       701        1304    GasW        TA          Y
## 71            Unf          0       343        2223    GasA        Ex          Y
## 72            Unf          0       280         845    GasA        TA          Y
## 73            Unf          0       832         832    GasA        Gd          Y
## 74            BLQ        362       404        1086    GasA        Gd          Y
## 75            Unf          0       840         840    GasA        Gd          N
## 76            Unf          0         0         462    GasA        TA          Y
## 77            Unf          0       724         952    GasA        Ex          Y
## 78            GLQ         41       295         672    GasA        TA          Y
## 79            Unf          0      1768        1768    GasA        TA          N
## 80            Unf          0       440         440    GasA        Gd          Y
## 81            Unf          0       448         896    GasA        TA          Y
## 82            Unf          0        36        1237    GasA        Ex          Y
## 83            Unf          0      1530        1563    GasA        Ex          Y
## 84            Unf          0      1065        1065    GasA        Gd          Y
## 85            Unf          0       384         384    GasA        Gd          Y
## 86            Unf          0      1288        1288    GasA        Ex          Y
## 87            Unf          0       684         684    GasA        Ex          Y
## 88            Unf          0       612         612    GasA        Ex          Y
## 89            Unf          0      1013        1013    GasA        TA          N
## 90            Unf          0       402         990    GasA        Ex          Y
## 91           None          0         0           0    GasA        TA          Y
## 92            Unf          0       635        1235    GasA        TA          Y
## 93            Unf          0       163         876    GasA        Ex          Y
## 94            Unf          0       168        1214    GasW        Ex          N
## 95            Unf          0       176         824    GasA        Ex          Y
## 96            Unf          0       370         680    GasA        Gd          Y
## 97            Unf          0       426        1588    GasA        Ex          Y
## 98            Unf          0       440         960    GasA        TA          Y
## 99            Unf          0       350         458    GasA        Fa          N
## 100           Unf          0       381         950    GasA        Fa          Y
## 101           Unf          0       410        1610    GasA        Gd          Y
## 102           Unf          0       741         741    GasA        TA          Y
## 103          None          0         0           0    GasA        TA          Y
## 104           Unf          0      1226        1226    GasA        Ex          Y
## 105           Unf          0       816        1040    GasA        Ex          Y
## 106           Unf          0      1053        1053    GasA        Ex          Y
## 107           Unf          0       641         641    GasA        Gd          Y
## 108           BLQ        169       516         789    GasA        Ex          Y
## 109           Unf          0       793         793    GasW        TA          N
## 110           Unf          0      1139        1844    GasA        Ex          Y
## 111           Unf          0       550         994    GasA        Gd          Y
## 112           Unf          0       134         384    GasA        Ex          Y
## 113           Unf          0       280        1264    GasA        Ex          Y
## 114           Rec        869       905        1809    GasA        TA          Y
## 115           LwQ        150       104        1028    GasA        Ex          Y
## 116           Unf          0       310         729    GasA        Gd          Y
## 117           BLQ        670       252        1092    GasA        TA          Y
## 118           Unf          0      1125        1125    GasA        Gd          Y
## 119           Unf          0       203        1673    GasA        Gd          Y
## 120           Unf          0       728         728    GasA        Ex          Y
## 121           Unf          0         0         938    GasA        Ex          Y
## 122           Unf          0       732         732    GasA        Gd          Y
## 123           Unf          0       510        1080    GasA        Gd          Y
## 124           Unf          0       899        1199    GasA        Ex          Y
## 125           Unf          0      1362        1362    GasA        TA          Y
## 126           Unf          0        30         520    GasA        Gd          N
## 127           Unf          0       958        1078    GasA        TA          Y
## 128           Unf          0       556         672    GasA        Ex          Y
## 129           Unf          0       148         660    GasA        TA          Y
## 130           BLQ         28       413        1008    GasA        TA          Y
## 131           Unf          0       479         924    GasA        Ex          Y
## 132           Unf          0       297         992    GasA        Ex          Y
## 133           Unf          0       658        1063    GasA        Gd          Y
## 134           Unf          0       262        1267    GasA        Ex          Y
## 135           Unf          0       891        1461    GasA        Gd          Y
## 136           Unf          0      1304        1304    GasA        Gd          Y
## 137           Unf          0       519        1214    GasA        TA          Y
## 138           Unf          0      1907        1907    GasA        Gd          Y
## 139           Unf          0       336        1004    GasA        Ex          Y
## 140           Unf          0       107         928    GasA        Ex          Y
## 141           Unf          0       432         864    GasA        TA          Y
## 142           Unf          0       434        1734    GasA        Ex          Y
## 143           Unf          0       403         910    GasA        Fa          Y
## 144           Unf          0       811        1490    GasA        Ex          Y
## 145           Unf          0       396        1728    GasA        TA          Y
## 146           Unf          0       970         970    GasA        Ex          Y
## 147           Unf          0       506         715    GasA        TA          Y
## 148           Unf          0       884         884    GasA        Ex          Y
## 149           Unf          0       400        1080    GasA        Ex          Y
## 150           Unf          0       896         896    GasA        Gd          Y
## 151           Unf          0       253         969    GasA        TA          Y
## 152           Unf          0       310        1710    GasA        Ex          Y
## 153           Unf          0       409         825    GasA        Gd          Y
## 154           ALQ       1080        93        1602    GasA        Gd          Y
## 155           Unf          0      1200        1200    GasA        TA          Y
## 156           Unf          0       572         572    Grav        Fa          N
## 157          None          0         0           0    GasA        TA          Y
## 158           Unf          0       774         774    GasA        Ex          Y
## 159           Unf          0       769         991    GasA        Ex          Y
## 160           Unf          0      1335        1392    GasA        Ex          Y
## 161           Unf          0       572        1232    GasA        TA          Y
## 162           Unf          0       556        1572    GasA        Ex          Y
## 163           Unf          0       340        1541    GasA        Ex          Y
## 164           Unf          0       882         882    GasA        Ex          Y
## 165           Unf          0       779        1149    GasA        Gd          Y
## 166           Rec        181       112         644    GasA        Gd          Y
## 167           BLQ        768       470        1617    GasA        Ex          Y
## 168           Unf          0       294        1582    GasA        Ex          Y
## 169           Unf          0       840         840    GasA        Ex          Y
## 170           Unf          0      1686        1686    GasA        TA          Y
## 171           Unf          0       360         720    GasA        TA          Y
## 172           Unf          0       441        1080    GasA        Fa          Y
## 173           Rec        215       354        1064    GasA        Gd          Y
## 174           Rec        374       700        1362    GasA        TA          Y
## 175           LwQ        208         0        1606    GasA        TA          Y
## 176           Unf          0       725        1202    GasA        TA          Y
## 177           Unf          0       320        1151    GasA        TA          Y
## 178           BLQ        441       554        1052    GasA        Ex          Y
## 179           Unf          0       312        2216    GasA        Ex          Y
## 180           Unf          0       968         968    GasA        TA          Y
## 181           Unf          0       320         756    GasA        Ex          Y
## 182           Unf          0       441         793    GasA        Gd          Y
## 183          None          0         0           0    GasA        Ex          Y
## 184           Unf          0      1362        1362    GasA        Ex          Y
## 185           Unf          0       504         504    GasA        Gd          Y
## 186           Unf          0      1107        1107    GasA        Ex          Y
## 187           Unf          0       577        1188    GasA        Ex          Y
## 188           Unf          0       660         660    GasA        Ex          Y
## 189           Unf          0         0        1086    GasA        TA          Y
## 190           Unf          0       440        1593    GasA        Ex          Y
## 191           Unf          0       556         853    GasA        TA          Y
## 192           Unf          0        99         725    GasA        Gd          Y
## 193           Unf          0       871        1431    GasA        Ex          Y
## 194           Unf          0       970         970    GasA        Ex          Y
## 195           Unf          0       474         864    GasA        TA          Y
## 196           Unf          0       289         855    GasA        TA          Y
## 197           Unf          0       600        1726    GasA        Ex          Y
## 198           LwQ        184       140        1360    GasA        Gd          Y
## 199           Unf          0       755         755    GasA        Ex          Y
## 200           Unf          0       625        1713    GasA        Ex          Y
## 201           Unf          0      1121        1121    GasA        Ex          Y
## 202           LwQ        279       276        1196    GasA        TA          Y
## 203           Unf          0         0         617    GasA        Gd          Y
## 204           Unf          0       186         848    GasA        Ex          Y
## 205           Unf          0       408         720    GasA        TA          Y
## 206           Unf          0      1424        1424    GasA        Ex          Y
## 207           Unf          0      1140        1140    GasA        TA          Y
## 208           Rec        306       375        1100    GasA        TA          Y
## 209           Unf          0        92        1157    GasA        Ex          Y
## 210           Unf          0       305        1092    GasA        Ex          Y
## 211           Unf          0       396         864    GasA        TA          N
## 212           Unf          0      1176        1212    GasA        Ex          Y
## 213           Unf          0        78         900    GasA        Ex          Y
## 214           Unf          0       274         990    GasA        Ex          Y
## 215           Unf          0       311         689    GasA        Ex          Y
## 216           Unf          0       710        1070    GasA        TA          Y
## 217           Unf          0       490        1436    GasA        Ex          Y
## 218           Unf          0       686         686    GasA        Fa          N
## 219           Unf          0       457         798    GasA        Ex          Y
## 220           Unf          0      1232        1248    GasA        Ex          Y
## 221           Unf          0      1498        1498    GasA        Ex          Y
## 222           Unf          0      1010        1010    GasA        Ex          Y
## 223           Unf          0       163         713    GasA        TA          Y
## 224           LwQ        180       160         864    GasA        Gd          Y
## 225           Unf          0      2336        2392    GasA        Ex          Y
## 226           Unf          0       630         630    GasA        TA          Y
## 227           Unf          0       638        1203    GasA        Ex          Y
## 228           Unf          0       162         483    GasA        TA          Y
## 229           Unf          0        70         912    GasA        TA          Y
## 230           Unf          0      1357        1373    GasA        Ex          Y
## 231           Unf          0      1194        1194    GasA        TA          Y
## 232           Unf          0       773        1462    GasA        Ex          Y
## 233           Unf          0       483         483    GasA        TA          Y
## 234           ALQ        712         0         894    GasA        TA          Y
## 235           Unf          0       235         860    GasA        Ex          Y
## 236           Unf          0       125         483    GasA        TA          Y
## 237           Unf          0      1390        1414    GasA        Ex          Y
## 238           Unf          0       594         996    GasA        Ex          Y
## 239           Unf          0      1694        1694    GasA        Ex          Y
## 240           Unf          0       641         735    GasA        TA          Y
## 241           Unf          0       488        1566    GasA        Ex          Y
## 242           Unf          0       357         686    GasA        Gd          Y
## 243           Unf          0       540         540    GasA        Gd          N
## 244           Unf          0       626         626    GasA        TA          Y
## 245           Unf          0       253         948    GasA        Ex          Y
## 246           Unf          0       916        1845    GasA        Gd          Y
## 247           Unf          0      1020        1020    GasA        Gd          N
## 248           Unf          0      1367        1367    GasA        Ex          Y
## 249           Unf          0       840         840    GasA        Ex          Y
## 250           Unf          0       747        1444    GasA        Gd          Y
## 251           Unf          0       728         728    GasA        Ex          Y
## 252           Unf          0         0        1573    GasA        Ex          Y
## 253           Unf          0       798         798    GasA        Ex          Y
## 254           ALQ        580       452        1302    GasA        Ex          Y
## 255           Unf          0       392        1314    GasA        TA          Y
## 256           Unf          0       975         975    GasA        Ex          Y
## 257           Unf          0       361         864    GasA        Ex          Y
## 258           Unf          0       270        1604    GasA        Ex          Y
## 259           Unf          0       602         963    GasA        Ex          Y
## 260          None          0         0           0    GasA        Gd          Y
## 261           ALQ        690         0        1362    GasA        TA          Y
## 262           Unf          0      1482        1482    GasA        Ex          Y
## 263           Unf          0         0         506    GasA        TA          Y
## 264           ALQ        692         0         926    GasA        TA          Y
## 265           Unf          0       680         680    GasA        Gd          N
## 266           LwQ        228       606        1422    GasA        TA          Y
## 267           Unf          0        88         802    GasA        Gd          Y
## 268           Unf          0       342         720    GasA        Ex          Y
## 269           Rec        125       212         740    GasA        Ex          Y
## 270           Unf          0       392        1143    GasA        TA          Y
## 271           Unf          0      1095        1095    GasA        Gd          Y
## 272           GLQ       1063        96        1385    GasA        Ex          Y
## 273           Unf          0       628        1152    GasA        Ex          Y
## 274           LwQ        620         0        1240    GasA        Gd          Y
## 275           Unf          0       270         816    GasA        TA          Y
## 276           Unf          0       952         952    GasW        Gd          N
## 277           Unf          0      1560        1560    GasA        Ex          Y
## 278           Unf          0       744         864    GasA        Ex          Y
## 279           Unf          0      2121        2121    GasA        Ex          Y
## 280           Unf          0       768        1160    GasA        Ex          Y
## 281           Unf          0       386         807    GasA        Gd          Y
## 282           Unf          0       357        1262    GasA        Gd          Y
## 283           Unf          0       410        1314    GasA        Ex          Y
## 284           Unf          0      1468        1468    GasA        Ex          Y
## 285           Unf          0      1145        1575    GasA        Gd          Y
## 286           Unf          0       625         625    GasA        Ex          Y
## 287           Unf          0       312         912    GasA        TA          Y
## 288           Unf          0       244         858    GasA        TA          Y
## 289           Unf          0       432         882    GasA        TA          Y
## 290           Unf          0       698         698    GasA        Ex          Y
## 291           Unf          0      1079        1079    GasA        Ex          Y
## 292           Unf          0       570         780    GasA        Ex          N
## 293           Unf          0       476         768    GasA        Gd          Y
## 294           Unf          0         0         795    GasA        Fa          Y
## 295           Unf          0       131        1416    GasA        TA          Y
## 296           Unf          0       184        1003    GasA        TA          Y
## 297           Unf          0       490         910    GasA        TA          Y
## 298           Unf          0       326         975    GasA        Ex          Y
## 299           Rec        175       143         702    GasA        Gd          Y
## 300           Unf          0      1092        1092    GasA        Ex          Y
## 301           Unf          0       324        1165    GasA        TA          Y
## 302           Unf          0       747        1028    GasA        Ex          Y
## 303           Unf          0      1541        1541    GasA        Ex          Y
## 304           Unf          0         0         894    GasA        TA          Y
## 305           Unf          0      1470        1470    GasA        Ex          Y
## 306           Unf          0       536        2000    GasA        Ex          Y
## 307           Unf          0         0         700    GasA        Gd          Y
## 308           Unf          0       319         319    GasA        TA          Y
## 309           Unf          0       599         861    GasA        Ex          Y
## 310           Unf          0       622        1896    GasA        Ex          Y
## 311           Unf          0       179         697    GasA        Gd          Y
## 312           Unf          0       292         972    GasA        Ex          Y
## 313           Unf          0       286         793    GasA        TA          Y
## 314           Rec        820        80        2136    GasW        TA          Y
## 315           Unf          0       712         728    GasA        Ex          Y
## 316           Unf          0       291         716    GasA        Ex          Y
## 317           Unf          0       153         845    GasA        TA          Y
## 318           Unf          0      1088        1088    GasA        Ex          Y
## 319           Unf          0       360        1347    GasA        Ex          Y
## 320           Unf          0       336        1372    GasA        TA          Y
## 321           Unf          0      1249        1249    GasA        Ex          Y
## 322           Unf          0       166        1136    GasA        Ex          Y
## 323           ALQ       1474         0        1502    GasA        Ex          Y
## 324           Unf          0       906        1162    GasA        Ex          Y
## 325           Unf          0       710         710    GasA        Ex          Y
## 326           Unf          0       604         720    GasA        Po          N
## 327           Unf          0       100        1719    GasA        Ex          Y
## 328           Unf          0       818        1383    GasA        TA          Y
## 329           Unf          0       844         844    GasA        Gd          N
## 330           Unf          0       596         596    GasA        TA          N
## 331           Rec        264      1424        1728    GasA        TA          Y
## 332           Unf          0       210        1056    GasA        Fa          Y
## 333          None        479      1603        3206    GasA        Ex          Y
## 334           Unf          0       638        1358    GasA        Ex          Y
## 335           Unf          0       115         943    GasA        Gd          Y
## 336           BLQ        147       103        1499    GasA        Ex          Y
## 337           Unf          0       673        1922    GasA        Ex          Y
## 338           Unf          0       726        1536    GasA        Ex          Y
## 339           Unf          0       995        1208    GasA        Ex          Y
## 340           Unf          0       630        1215    GasA        TA          Y
## 341           Unf          0       967         967    GasA        Ex          Y
## 342           Unf          0       721         721    GasA        Gd          Y
## 343          None          0         0           0    Wall        Fa          N
## 344           Unf          0      1656        1684    GasA        Ex          Y
## 345           BLQ        232       175         536    GasA        TA          Y
## 346           Unf          0       972         972    GasA        Gd          Y
## 347           Unf          0       460         958    GasA        TA          Y
## 348           Unf          0       208        1478    GasA        Ex          Y
## 349           Unf          0       191         764    GasA        Ex          Y
## 350           Unf          0       438        1848    GasA        Ex          Y
## 351           Unf          0      1869        1869    GasA        Ex          Y
## 352           Unf          0       371        1453    GasA        Gd          Y
## 353           Rec        380         0         616    GasA        TA          N
## 354           Unf          0       624         624    GasA        Gd          Y
## 355           Unf          0       552         940    GasA        Ex          Y
## 356           BLQ        544       322        1200    GasA        Ex          Y
## 357           Unf          0       598        1158    GasA        Gd          Y
## 358           Unf          0       268        1142    GasA        TA          Y
## 359           Rec        294       468        1062    GasA        Ex          Y
## 360           Unf          0       130        1086    GasA        Ex          Y
## 361           Unf          0       115         888    GasA        Ex          Y
## 362           Unf          0       484         883    GasA        Gd          Y
## 363          None          0         0           0    GasA        Ex          Y
## 364           Unf          0       321         483    GasA        Gd          Y
## 365           Unf          0        84         796    GasA        TA          Y
## 366           Unf          0       216         672    GasA        Gd          Y
## 367           Unf          0       785        1394    GasA        Gd          Y
## 368           Unf          0       728        1099    GasA        Gd          Y
## 369           Unf          0       728        1268    GasA        Gd          Y
## 370           Rec        258       733        1063    GasA        Ex          Y
## 371           Unf          0       953         953    GasA        Ex          Y
## 372          None          0         0           0    GasA        TA          Y
## 373           LwQ        121         0         744    GasA        TA          Y
## 374           LwQ        180         0         608    GasA        TA          Y
## 375           Unf          0       847         847    GasA        Ex          Y
## 376           Unf          0       333         683    GasA        Gd          N
## 377           Unf          0       572         870    GasA        Ex          Y
## 378           Unf          0      1580        1580    GasA        Ex          Y
## 379           Unf          0       411        1856    GasA        Ex          Y
## 380           Unf          0       982         982    GasA        Ex          Y
## 381           Unf          0       808        1026    GasA        TA          Y
## 382           Unf          0      1293        1293    GasA        Ex          Y
## 383           Unf          0       939         939    GasA        Ex          Y
## 384           Unf          0       784         784    GasA        TA          N
## 385           Unf          0       595        1580    GasA        Ex          Y
## 386           Unf          0      1232        1256    GasA        Ex          Y
## 387           Unf          0       658         658    GasA        TA          Y
## 388           Unf          0       410        1041    GasA        Ex          Y
## 389           Unf          0      1468        1468    GasA        Ex          Y
## 390           Unf          0       402        1682    GasA        Ex          Y
## 391           BLQ        391       229         861    GasA        Ex          Y
## 392           Unf          0       114         804    GasA        Ex          Y
## 393          None          0         0           0    GasA        TA          Y
## 394           Unf          0       522         788    GasA        TA          Y
## 395           Unf          0       735         735    GasA        Gd          Y
## 396           Unf          0       405        1144    GasA        TA          Y
## 397           Unf          0       117         894    GasA        TA          Y
## 398           Unf          0       324         864    GasA        TA          Y
## 399           Unf          0       961         961    GasA        Gd          Y
## 400           Unf          0       280        1092    GasA        Ex          Y
## 401           Unf          0       474        1260    GasA        Ex          Y
## 402           Unf          0      1286        1310    GasA        Ex          Y
## 403           Unf          0       672         672    GasA        Ex          Y
## 404           Unf          0      1141        1141    GasA        Gd          Y
## 405           Unf          0       806         806    GasA        Gd          Y
## 406           Unf          0       165        1281    GasA        Ex          Y
## 407           Unf          0      1064        1064    GasA        Ex          Y
## 408           Unf          0       840         840    GasA        Ex          Y
## 409           Unf          0      1063        1063    GasA        Ex          Y
## 410           Unf          0       245        1034    GasA        Ex          Y
## 411           Unf          0      1276        1276    GasA        TA          Y
## 412           Unf          0         0        1056    GasA        TA          N
## 413           Unf          0       892        1470    GasA        Ex          Y
## 414           Unf          0      1008        1008    GasA        Gd          Y
## 415           GLQ        531       499        1080    GasA        Ex          Y
## 416           Unf          0      1316        1340    GasA        Ex          Y
## 417           Unf          0       463         672    GasA        TA          Y
## 418           Unf          0       242        1370    GasW        TA          N
## 419           Unf          0       444         756    GasA        Fa          N
## 420           Unf          0       281        1056    GasA        Ex          Y
## 421           Unf          0        35        1344    GasA        Ex          Y
## 422           Unf          0       356        1602    GasA        Gd          Y
## 423           Unf          0       988         988    GasA        Ex          Y
## 424           Unf          0       484        1470    GasA        Gd          Y
## 425           Unf          0       580        1196    GasA        Gd          Y
## 426           Unf          0       651         651    GasA        Gd          Y
## 427           Unf          0         0        1518    GasA        Gd          Y
## 428           Unf          0       619         907    GasA        Ex          Y
## 429           Unf          0       544        1208    GasA        Ex          Y
## 430           Unf          0       387        1392    GasA        TA          Y
## 431           Unf          0        96         483    GasA        TA          Y
## 432           Unf          0       901         901    GasA        Gd          Y
## 433           Unf          0       294         765    GasA        Ex          Y
## 434           Unf          0       926         926    GasA        Ex          Y
## 435           Unf          0       135         630    GasA        Gd          Y
## 436           ALQ        344        70         799    GasA        Ex          Y
## 437           Unf          0       648         648    GasA        TA          Y
## 438           Unf          0       884         884    GasA        Gd          Y
## 439           Unf          0        75         440    GasA        TA          N
## 440           Unf          0       684         684    GasA        Gd          Y
## 441           ALQ        539       788        3094    GasA        Ex          Y
## 442           Unf          0      1307        1440    GasA        TA          N
## 443           Unf          0      1078        1078    GasA        TA          Y
## 444           Unf          0      1258        1258    GasA        Ex          Y
## 445           Unf          0       273         915    GasA        Ex          Y
## 446           Unf          0      1436        1436    GasA        Fa          Y
## 447           Rec        713       557        1517    GasA        Ex          Y
## 448           Unf          0       930         930    GasA        Gd          Y
## 449           Unf          0       780         780    GasA        TA          Y
## 450           Unf          0       318         649    GasA        Ex          Y
## 451           Unf          0       813         813    GasA        Ex          Y
## 452           Unf          0       878        1533    GasA        TA          Y
## 453           Unf          0       130         872    GasA        Ex          Y
## 454           Unf          0       768         768    GasA        Ex          Y
## 455           Unf          0       122        1728    GasA        TA          Y
## 456           Unf          0       326        1242    GasA        Fa          Y
## 457           Unf          0       624         624    GasA        Fa          N
## 458           Unf          0       248        1364    GasA        Ex          Y
## 459           Unf          0       588         588    GasA        Fa          Y
## 460           Unf          0       524         709    GasA        TA          Y
## 461           Unf          0       288         832    GasA        Ex          Y
## 462           BLQ        210         0         560    GasA        Ex          Y
## 463           BLQ        311         0         864    GasA        Gd          Y
## 464           Unf          0       389         715    GasA        Fa          Y
## 465           Unf          0       424        1040    GasA        TA          Y
## 466           Unf          0      1375        1375    GasA        Ex          Y
## 467           Unf          0       499        1277    GasA        TA          Y
## 468           Unf          0       342         728    GasA        Ex          Y
## 469           Unf          0      1626        1626    GasA        Ex          Y
## 470           Unf          0       406         832    GasA        Ex          Y
## 471           BLQ       1120         0        1488    GasA        TA          Y
## 472           Unf          0       808         808    GasA        TA          Y
## 473           Unf          0        88         547    GasA        Ex          Y
## 474           Unf          0       626        1976    GasA        Ex          Y
## 475           Unf          0       298        1494    GasA        Ex          Y
## 476           Unf          0       340         970    GasA        TA          Y
## 477           Unf          0       484        1478    GasA        Ex          Y
## 478           Unf          0      2153        2153    GasA        Ex          Y
## 479           Unf          0       417        1705    GasA        Ex          Y
## 480           Unf          0       739         907    GasA        TA          Y
## 481           Unf          0       572        1833    GasA        Ex          Y
## 482           Unf          0       225        1792    GasA        Ex          Y
## 483           Unf          0       611         910    GasA        Ex          Y
## 484           Unf          0       319        1216    GasA        Ex          Y
## 485           Unf          0       411         999    GasA        Gd          Y
## 486           Unf          0       506        1113    GasA        Gd          Y
## 487           Unf          0       237        1073    GasA        TA          Y
## 488           Unf          0       486        1484    GasA        Gd          Y
## 489           Unf          0       290         954    GasA        TA          N
## 490           Unf          0       115         630    GasA        TA          Y
## 491           Unf          0       264         264    GasA        TA          Y
## 492           Rec        165       238         806    GasA        TA          Y
## 493           Unf          0       728         728    GasA        Gd          Y
## 494           LwQ        532       363        1269    GasA        TA          Y
## 495           Unf          0       190         190    GasA        Gd          Y
## 496           Unf          0       225         720    GasA        TA          N
## 497           Unf          0      1969        3200    GasA        Ex          Y
## 498           Unf          0       697        1026    GasA        Ex          Y
## 499           Unf          0       414         864    GasA        Ex          Y
## 500           LwQ        279       522         912    GasA        Fa          Y
## 501           Unf          0       316         672    GasA        TA          Y
## 502           Unf          0       466         866    GasA        Gd          Y
## 503           GLQ         96       420        1214    GasA        Ex          Y
## 504           Unf          0       254        1501    GasA        TA          Y
## 505           Rec        495       103         855    GasA        TA          Y
## 506           Unf          0       960         960    GasA        Gd          Y
## 507           Unf          0       397         777    GasA        Ex          Y
## 508           Unf          0      1191        1218    GasA        Ex          Y
## 509           Unf          0       548         689    GasA        Ex          Y
## 510           Unf          0        50        1041    GasA        Ex          Y
## 511           Rec        180       178        1008    GasA        Ex          Y
## 512           Unf          0      1368        1368    GasA        Ex          Y
## 513           LwQ        174       169         864    GasA        TA          Y
## 514           Unf          0       748        1084    GasA        TA          Y
## 515           Unf          0       768         768    Grav        Fa          N
## 516           Unf          0       570        2006    GasA        Ex          Y
## 517           Unf          0       689         689    GasA        TA          Y
## 518           Unf          0      1264        1264    GasA        Ex          Y
## 519           Unf          0        88         794    GasA        Ex          Y
## 520           Unf          0      1276        1276    GasA        Ex          Y
## 521          None          0         0           0    GasA        TA          N
## 522           Unf          0       467        1244    GasA        Ex          Y
## 523           Unf          0       605        1004    GasA        Ex          Y
## 524           Unf          0       660        1379    GasA        Ex          Y
## 525           Unf          0      1257        1257    GasA        Ex          Y
## 526           Unf          0       551         928    GasA        TA          Y
## 527           Unf          0       122        1452    GasA        Ex          Y
## 528           Unf          0       180         528    GasA        Ex          Y
## 529           Unf          0       816        2035    GasA        TA          Y
## 530           Unf          0       678        1461    GasA        Ex          Y
## 531           Unf          0       611         611    GasA        Ex          Y
## 532          None          0         0           0    GasA        Ex          Y
## 533          None          0         0           0    GasA        Fa          N
## 534           Unf          0       707         707    GasA        Ex          Y
## 535           Unf          0       148        1117    GasA        TA          Y
## 536           Unf          0       880         880    GasA        Ex          Y
## 537           Unf          0       264         864    GasA        TA          Y
## 538           Unf          0       378        1051    GasA        TA          Y
## 539           Unf          0       223        1581    GasA        Ex          Y
## 540           Unf          0       578        1838    GasA        Ex          Y
## 541           Unf          0       969         969    GasA        Ex          Y
## 542           GLQ       1127       379        1650    GasA        Ex          Y
## 543           LwQ        139         0         723    GasA        Ex          Y
## 544           Unf          0       100         654    GasA        Ex          Y
## 545           LwQ        202         0        1204    GasA        Gd          Y
## 546           Unf          0       765        1065    GasA        Ex          Y
## 547           Unf          0       149         768    GasA        Ex          Y
## 548           Rec        645         0         825    GasA        TA          Y
## 549           Unf          0       912         912    GasA        Ex          Y
## 550           Unf          0       510        1069    GasA        TA          Y
## 551           Unf          0       620         928    GasA        Gd          Y
## 552           Unf          0      1709        1709    GasA        Ex          Y
## 553          None          0         0           0    GasA        Ex          Y
## 554           Unf          0       132         998    GasA        Ex          Y
## 555           Unf          0       993         993    GasA        TA          Y
## 556           Unf          0       197        1092    GasA        TA          Y
## 557           Unf          0         0         637    GasA        Gd          Y
## 558           Unf          0       125         729    GasA        Ex          Y
## 559           Unf          0      1374        1374    GasA        Ex          Y
## 560           Unf          0        90        1392    GasA        TA          Y
## 561           LwQ        123       195        1389    GasA        Gd          Y
## 562           Unf          0       706         996    GasA        Ex          Y
## 563           Unf          0      1163        1163    GasA        Ex          Y
## 564           Unf          0       367        1095    GasA        Ex          Y
## 565           Unf          0       806         806    GasA        TA          N
## 566           Unf          0      1122        1122    GasA        Ex          Y
## 567           Unf          0      1515        1517    GasA        Ex          Y
## 568           Unf          0        55        1496    GasA        Ex          Y
## 569           Unf          0         0         943    GasA        TA          Y
## 570           Unf          0      1497        1728    GasA        TA          Y
## 571           Unf          0       450         864    GasA        Ex          Y
## 572           Unf          0       846         846    GasA        Gd          Y
## 573           Unf          0       384         384    GasA        Ex          Y
## 574           Unf          0        23         372    GasA        TA          Y
## 575           Unf          0       390         832    GasA        TA          Y
## 576           Unf          0       861         861    GasA        Gd          Y
## 577           ALQ        551       285        1164    GasA        Ex          Y
## 578           Unf          0       689         689    GasA        Ex          Y
## 579           Unf          0      1050        1050    GasA        Ex          N
## 580           Rec        219       331        1144    GasA        Ex          Y
## 581           Unf          0      2042        2042    GasA        Ex          Y
## 582           Unf          0         0         816    GasA        TA          Y
## 583           Unf          0      1237        1237    GasA        Gd          Y
## 584           Unf          0       884         884    GasA        Ex          Y
## 585           Unf          0       408        1868    GasA        Ex          Y
## 586           ALQ        606         0         816    GasA        Ex          Y
## 587           Unf          0       168         840    GasA        TA          Y
## 588           Unf          0       113        1437    GasA        Ex          Y
## 589           Unf          0       742         742    GasA        TA          Y
## 590           Unf          0       280         770    GasA        Ex          Y
## 591           Unf          0       384        1722    GasA        Ex          Y
## 592           Unf          0         0         816    GasA        Ex          Y
## 593           Unf          0       163         848    GasA        Ex          Y
## 594           Unf          0       924         924    GasA        TA          Y
## 595           Unf          0       392        1814    GasA        Ex          Y
## 596           Unf          0       684         684    GasA        Ex          N
## 597           Unf          0      1258        1258    GasA        Ex          Y
## 598           LwQ        147         0        1430    GasA        Ex          Y
## 599           GLQ        612        23         716    GasA        TA          Y
## 600           Unf          0       512        1058    GasA        Ex          Y
## 601           Unf          0       780         780    GasA        TA          Y
## 602           Unf          0       119         908    GasA        Ex          Y
## 603           Unf          0       600         600    GasA        Ex          Y
## 604           Unf          0       572        1494    GasA        Ex          Y
## 605           Unf          0       314         768    GasA        TA          Y
## 606           Unf          0       308        1040    GasA        Gd          Y
## 607           Unf          0       293         896    GasA        Ex          Y
## 608           Unf          0       537         965    GasA        TA          Y
## 609           Unf          0       126        1029    GasA        Gd          Y
## 610           Unf          0       536        1440    GasA        Ex          Y
## 611           Unf          0       427        1032    GasA        TA          Y
## 612           Unf          0       309        1299    GasA        Ex          Y
## 613           Unf          0       914        1120    GasA        Ex          Y
## 614           GLQ        480         0         630    GasA        Ex          Y
## 615           Unf          0       173         936    GasA        Ex          Y
## 616           Unf          0       326         783    GasA        Ex          Y
## 617           Unf          0       832         832    GasA        Gd          Y
## 618           Unf          0      1774        1822    GasA        Ex          Y
## 619           Unf          0       611        1482    GasA        Ex          Y
## 620           Unf          0       823         864    GasA        TA          N
## 621           Rec        182       384        1522    GasA        TA          Y
## 622           Unf          0       420         980    GasA        TA          Y
## 623           Unf          0       336         756    GasA        Ex          Y
## 624           Unf          0       485         732    GasA        Gd          Y
## 625           Unf          0      1116        1116    GasA        TA          Y
## 626           Unf          0       978         978    GasA        TA          Y
## 627           LwQ        132       350        1156    GasA        Ex          Y
## 628           Unf          0       390        1040    GasA        TA          Y
## 629           Rec        336       288        1248    GasA        TA          Y
## 630           Unf          0       636         636    GasA        TA          Y
## 631           Unf          0      1530        1554    GasA        Ex          Y
## 632           Unf          0       564        1386    GasA        TA          Y
## 633           LwQ        468       108        1056    GasA        TA          Y
## 634           Unf          0         0        1056    GasA        Gd          Y
## 635           Unf          0      1184        1440    GasA        Ex          Y
## 636           Unf          0       264         264    Grav        Fa          N
## 637           Unf          0       811         811    GasA        TA          Y
## 638           Unf          0       796         796    GasA        Gd          Y
## 639           Unf          0       366        1520    GasA        Ex          Y
## 640           Unf          0       300        1518    GasA        Ex          Y
## 641           Unf          0       319        1057    GasA        Ex          Y
## 642           Unf          0       542        1952    GasA        Gd          Y
## 643           BLQ        287         0         780    GasA        Ex          Y
## 644           Unf          0       645        1766    GasA        Ex          Y
## 645           LwQ         35       664         981    GasA        TA          Y
## 646          None          0         0           0    GasA        Gd          Y
## 647           Unf          0       594        1094    GasA        Ex          Y
## 648           Unf          0       756         756    GasA        TA          Y
## 649           GLQ        499         0         630    GasA        Gd          Y
## 650           Unf          0       813         813    GasA        Ex          Y
## 651           Unf          0       755         755    GasA        TA          Y
## 652           Unf          0       880         880    GasA        Ex          Y
## 653           Unf          0       756         756    GasA        Ex          Y
## 654           Unf          0       413        2109    GasA        Ex          Y
## 655           Unf          0       525         525    GasA        TA          Y
## 656           Unf          0       247        1053    GasA        Ex          Y
## 657           Unf          0       776         776    GasA        TA          Y
## 658           Unf          0       912         912    GasA        TA          Y
## 659           Unf          0       849        1486    GasA        Ex          Y
## 660           Unf          0       793         793    GasA        TA          Y
## 661           Rec        180        88        1629    GasA        Ex          Y
## 662           Unf          0      1392        1392    GasA        Gd          Y
## 663           Rec        180        38        1138    GasA        TA          Y
## 664           Unf          0       356        2077    GasA        Ex          Y
## 665           Unf          0      1406        1406    GasA        Ex          Y
## 666           Rec        723       111        1021    GasA        TA          Y
## 667           Unf          0       270        1408    GasA        Ex          Y
## 668           Unf          0       200        1188    GasA        Gd          Y
## 669           Unf          0       700         700    GasA        Ex          Y
## 670           Unf          0       545         738    GasA        Ex          Y
## 671           Unf          0       121         672    GasA        TA          N
## 672           Unf          0       441        1208    GasA        TA          Y
## 673           Unf          0       291        1477    GasA        Ex          Y
## 674           Unf          0       244        1136    GasA        TA          Y
## 675           Unf          0       544         855    GasA        TA          Y
## 676           Unf          0      1095        1095    GasW        Fa          N
## 677           Unf          0       768         768    GasA        Ex          Y
## 678           Unf          0      2046        2046    GasA        Ex          Y
## 679           Unf          0       161         988    GasA        TA          Y
## 680           BLQ        119       261         923    GasA        TA          Y
## 681           Unf          0       611         793    GasA        Ex          Y
## 682           Unf          0       288        1291    GasA        Ex          Y
## 683           Unf          0       567        1626    GasA        Ex          Y
## 684           Unf          0      1195        1195    GasA        Gd          Y
## 685           LwQ        182       180        1190    GasA        Gd          Y
## 686           Unf          0       874         874    GasA        Ex          Y
## 687           Unf          0       312         551    GasA        Ex          Y
## 688           Unf          0       474        1419    GasA        Ex          Y
## 689           Unf          0      1342        1362    GasA        Ex          Y
## 690           Unf          0       151         848    GasA        Ex          Y
## 691           Unf          0       989        2444    GasA        Ex          Y
## 692           Unf          0       245        1210    GasA        Ex          Y
## 693           Unf          0      1073        1073    GasA        Ex          Y
## 694           Unf          0       927         927    GasA        TA          Y
## 695           LwQ         40        92        1112    GasA        Gd          Y
## 696           Unf          0         0         616    GasA        Gd          Y
## 697           ALQ        551       219         980    GasA        Fa          Y
## 698           BLQ        117       224         894    GasA        Ex          Y
## 699           Unf          0      1375        1391    GasA        Ex          Y
## 700           Unf          0       526        1800    GasA        Ex          Y
## 701           Unf          0      1164        1164    GasA        TA          Y
## 702           Unf          0      1234        1234    GasA        Ex          Y
## 703           Unf          0       360         360    GasA        Gd          Y
## 704           Unf          0       761        1473    GasA        Ex          Y
## 705          None          0         0           0    GasA        Fa          N
## 706           Unf          0       424        1643    GasA        TA          Y
## 707           Unf          0       461        1324    GasA        Ex          Y
## 708           Unf          0       728         728    GasA        Ex          Y
## 709           Unf          0       876         876    GasA        TA          Y
## 710           Unf          0       270         270    GasA        Gd          Y
## 711           Unf          0       859         859    GasA        Gd          Y
## 712           Unf          0       461        1228    GasA        Gd          Y
## 713           Unf          0       171         960    GasW        TA          N
## 714           Unf          0       192         725    GasA        Ex          Y
## 715           Unf          0      1064        1064    GasA        TA          Y
## 716           Unf          0       718         718    GasA        Ex          Y
## 717           Unf          0        92        1176    GasA        Gd          Y
## 718           Unf          0       138        1311    GasA        Ex          Y
## 719           Unf          0       448         971    GasA        TA          Y
## 720           Unf          0       594        1742    GasA        TA          Y
## 721           Unf          0       186         848    GasA        Ex          Y
## 722           Unf          0       673         864    GasA        Ex          Y
## 723           Unf          0       941         941    GasA        Ex          Y
## 724           Unf          0       464        1698    GasA        Ex          Y
## 725           BLQ        239       250         864    GasA        TA          Y
## 726           Unf          0        72         880    GasA        Ex          Y
## 727           Unf          0       508        1232    GasA        Ex          Y
## 728           Unf          0      1584        1584    GasA        TA          Y
## 729           Unf          0       628         780    GasA        TA          Y
## 730           Unf          0       415        1595    GasA        Ex          Y
## 731           Unf          0        82         868    GasA        Ex          Y
## 732           Unf          0       901        1153    GasA        Ex          Y
## 733           Unf          0       270         864    GasA        Ex          Y
## 734           Unf          0       948         948    GasA        TA          Y
## 735           Unf          0       490         880    GasW        Fa          N
## 736          None          0         0           0    GasA        Gd          N
## 737           Unf          0       893         893    GasA        Ex          Y
## 738           Unf          0         0        1200    GasA        TA          Y
## 739           Unf          0       864         864    GasA        Ex          Y
## 740           Unf          0       264         264    GasA        Ex          Y
## 741           Unf          0        80         912    GasA        Gd          Y
## 742           Unf          0      1349        1349    GasA        Ex          Y
## 743           Unf          0        76         520    GasA        Ex          Y
## 744           Unf          0       604        1337    GasA        Gd          Y
## 745           ALQ         80       487        1142    GasA        Ex          Y
## 746           Unf          0       652         952    GasA        Ex          Y
## 747           Unf          0      1240        1240    GasW        TA          N
## 748           Unf          0       801        1720    GasA        Ex          Y
## 749          None          0         0           0    Wall        TA          N
## 750           Unf          0       576         576    GasA        Gd          Y
## 751           Unf          0       660         660    GasA        Ex          Y
## 752           Unf          0       279        1479    GasA        Ex          Y
## 753           Unf          0      1030        1030    GasA        Gd          Y
## 754           LwQ        472       115        1026    GasA        Gd          Y
## 755           Unf          0       348         729    GasA        Gd          Y
## 756           Unf          0       846         866    GasA        Ex          Y
## 757           Unf          0       234         672    GasA        TA          Y
## 758           Unf          0       195         744    GasA        Gd          Y
## 759           ALQ         64      1198        1318    GasA        Ex          Y
## 760           Unf          0       252         864    GasA        Ex          Y
## 761           Unf          0       740        1145    GasA        TA          Y
## 762           Unf          0       732         756    GasA        Ex          Y
## 763           Unf          0        89        1252    GasA        Ex          Y
## 764           GLQ       1057         0        1494    GasA        Ex          Y
## 765           Unf          0      1498        1498    GasA        Ex          Y
## 766           Unf          0       586         980    GasA        TA          Y
## 767           Unf          0       323         983    GasA        Ex          Y
## 768           Unf          0      1836        1860    GasA        Ex          Y
## 769           Unf          0       234        1650    GasA        Ex          Y
## 770           Unf          0       173         858    GasA        TA          Y
## 771           Unf          0         0         836    GasA        TA          Y
## 772           BLQ        127       480        1029    GasA        TA          Y
## 773           Unf          0       456         912    GasA        Ex          Y
## 774           Unf          0      1935        1935    GasA        Gd          Y
## 775           Unf          0       338        1204    GasA        Ex          Y
## 776           Unf          0      1594        1614    GasA        Ex          Y
## 777           Unf          0       102         864    GasA        TA          Y
## 778          None          0         0           0    GasA        TA          Y
## 779           Unf          0         0         975    GasA        TA          Y
## 780           Unf          0      1237        1237    GasA        Gd          Y
## 781           Unf          0       374         761    GasA        Ex          Y
## 782           Unf          0      1413        1413    GasA        Ex          Y
## 783           Unf          0         0        1097    GasA        Ex          Y
## 784           Unf          0       742         742    GasA        Ex          Y
## 785           LwQ        630       491        1372    GasA        TA          Y
## 786           Unf          0         0         686    GasA        TA          Y
## 787           Unf          0       300         956    GasA        Ex          Y
## 788           Unf          0       901         901    GasA        Ex          Y
## 789           Unf          0       264         832    GasA        Gd          Y
## 790           Unf          0      1129        1145    GasA        Ex          Y
## 791           Unf          0       490        1029    GasA        TA          Y
## 792           Unf          0       255        1117    GasA        Ex          Y
## 793           Unf          0      1496        1496    GasA        Ex          Y
## 794           Unf          0       712         712    GasA        Ex          Y
## 795           Unf          0       650         650    GasA        TA          Y
## 796           Unf          0       660         660    GasA        Ex          Y
## 797           Unf          0       203         773    GasA        Gd          Y
## 798           Unf          0      1926        1926    GasA        Ex          Y
## 799           Unf          0       162         731    GasA        Ex          Y
## 800           Unf          0       154         616    GasA        Gd          Y
## 801           Unf          0       999        1196    GasA        Ex          Y
## 802           Unf          0        80         728    GasA        Ex          Y
## 803           Unf          0      1734        1734    GasA        Ex          Y
## 804           Unf          0       124         936    GasA        TA          Y
## 805           Unf          0      1417        1417    GasA        Ex          Y
## 806           Rec        480       100         980    GasA        Gd          Y
## 807           Unf          0        15        1324    GasA        Ex          Y
## 808           BLQ        128       380        1024    GasA        TA          Y
## 809           Unf          0       849         849    GasA        TA          N
## 810           LwQ        377         0        1040    GasA        Fa          Y
## 811           Unf          0       186         848    GasA        Ex          Y
## 812           Unf          0       540         540    GasA        TA          N
## 813           Unf          0       834        1442    GasA        Gd          Y
## 814           Unf          0       686         686    GasW        Gd          Y
## 815           Unf          0      1649        1649    GasA        Ex          Y
## 816           Unf          0       522        1008    GasA        Gd          Y
## 817           Unf          0       350        1568    GasA        Ex          Y
## 818           Unf          0       506        1010    GasA        Gd          Y
## 819           Unf          0       625        1358    GasA        Ex          Y
## 820           Unf          0       798         798    GasA        Ex          Y
## 821           Unf          0       936         936    GasA        TA          N
## 822           Unf          0       847         847    GasA        Ex          Y
## 823           Unf          0       778         778    GasA        TA          Y
## 824           Unf          0      1489        1489    GasA        Ex          Y
## 825           Unf          0       442        2078    GasA        Ex          Y
## 826           Unf          0         0         784    GasA        Gd          Y
## 827           Unf          0      1434        1454    GasA        Ex          Y
## 828           ALQ        764         0        1013    GasA        TA          Y
## 829           Unf          0       600         600    GasA        Ex          Y
## 830           Unf          0       352        1392    GasA        TA          Y
## 831           Unf          0       600         600    GasA        Ex          Y
## 832           Unf          0       458         941    GasA        Ex          Y
## 833           BLQ        345       975        1516    GasA        TA          Y
## 834           Unf          0       572        1144    GasA        Gd          Y
## 835           Unf          0       625        1067    GasA        TA          Y
## 836           Unf          0      1221        1559    GasA        Gd          Y
## 837           Unf          0       153         483    GasA        TA          Y
## 838           Unf          0      1099        1099    GasA        Ex          Y
## 839           Unf          0       416         768    GasA        Ex          Y
## 840           Unf          0       516         672    GasA        TA          N
## 841           Unf          0       650         650    GasA        Gd          Y
## 842           ALQ        539       276        1127    GasA        TA          Y
## 843           Unf          0      1800        1800    GasA        Ex          N
## 844           Unf          0       876         876    GasA        Gd          Y
## 845           Unf          0         0        1390    GasA        TA          Y
## 846           Unf          0       227         740    GasA        Ex          Y
## 847           Unf          0       404         864    GasA        Ex          Y
## 848           Unf          0       907         907    GasA        TA          Y
## 849           Unf          0       528         528    GasA        Ex          Y
## 850           Unf          0       189         848    GasA        Ex          Y
## 851           Unf          0      1273        1273    GasA        Ex          Y
## 852           Unf          0       554         918    GasA        Gd          Y
## 853           Unf          0       563        1127    GasA        TA          Y
## 854           Rec       1085       372        1763    GasA        TA          Y
## 855           Unf          0       381        1040    GasA        Ex          Y
## 856           LwQ        435         0         940    GasA        TA          Y
## 857           Unf          0       702         702    GasA        Gd          Y
## 858           Unf          0      1090        1090    GasA        TA          Y
## 859           Unf          0       435        1054    GasA        TA          Y
## 860           Unf          0       912         912    GasA        Gd          Y
## 861           Unf          0       198        1039    GasA        Ex          Y
## 862           Unf          0       702        1040    GasA        TA          Y
## 863           Unf          0         0        1148    GasA        TA          Y
## 864           Unf          0      1372        1372    GasA        Ex          Y
## 865           Unf          0       174        1002    GasA        TA          Y
## 866           Unf          0      1638        1638    GasA        Ex          Y
## 867           Unf          0       108        1040    GasA        TA          Y
## 868          None          0         0           0    GasA        Gd          Y
## 869           Unf          0       300        1050    GasA        Ex          Y
## 870           Unf          0       894         894    GasA        Gd          N
## 871           Unf          0       299         804    GasA        Ex          Y
## 872           Unf          0       105         105    GasA        Gd          Y
## 873           Unf          0       457         832    GasA        Gd          Y
## 874           Unf          0       676         676    GasA        Ex          Y
## 875           Unf          0      1120        1184    GasA        Ex          Y
## 876           Unf          0       431        1064    GasA        Gd          Y
## 877           Unf          0       292        1462    GasA        Ex          Y
## 878           Unf          0       210        1109    GasA        TA          Y
## 879           Unf          0       218         864    GasA        Ex          Y
## 880           Unf          0       110        1090    GasA        Gd          Y
## 881           Unf          0       254        1156    GasA        Ex          Y
## 882           Unf          0       808         808    GasA        Gd          Y
## 883           Unf          0       795         795    GasA        TA          N
## 884           Unf          0       460         892    GasA        TA          Y
## 885           Unf          0       460        1698    GasA        Ex          Y
## 886           Unf          0      1098        1626    GasA        Ex          Y
## 887           Unf          0       816         816    GasA        TA          Y
## 888           Rec        823      1043        2217    GasA        Ex          Y
## 889           Unf          0       481        1505    GasA        Ex          Y
## 890           Unf          0       672         672    GasA        Ex          Y
## 891           Rec        500       192         918    GasA        Gd          Y
## 892           Unf          0       396        1059    GasA        TA          Y
## 893           Unf          0       319        1383    GasA        TA          Y
## 894          None          0         0           0    GasA        TA          Y
## 895           Unf          0       380         780    GasA        TA          Y
## 896           Unf          0       666         951    GasA        Ex          N
## 897          None          0         0           0    GasA        TA          Y
## 898           Unf          0       142        2330    GasA        Ex          Y
## 899           Unf          0       447         912    GasA        TA          Y
## 900           Unf          0       536         858    GasA        TA          Y
## 901           Unf          0       132         992    GasA        TA          Y
## 902           Unf          0       783         783    GasA        Ex          Y
## 903           Unf          0      1670        1670    GasA        Ex          Y
## 904           Unf          0       277         876    GasA        TA          Y
## 905           LwQ        290       412        1056    GasA        TA          Y
## 906           Unf          0      1560        1623    GasA        Ex          Y
## 907           Unf          0       794        1017    GasA        Gd          Y
## 908           ALQ        324       239         864    GasA        TA          Y
## 909           Unf          0       742         742    GasA        Ex          Y
## 910           Unf          0       662        1105    GasA        TA          Y
## 911           Unf          0      1072        1268    GasA        TA          Y
## 912           Unf          0       279         768    GasA        TA          N
## 913           Unf          0       717        1001    GasA        TA          N
## 914           Unf          0       318         612    GasA        Ex          Y
## 915           Unf          0       546         546    GasA        Fa          Y
## 916           Unf          0       430         480    GasA        TA          N
## 917           Unf          0        75        1134    GasA        Ex          Y
## 918           GLQ        634       422        1104    GasA        Ex          Y
## 919           BLQ        411       245        1184    GasA        Ex          Y
## 920           Unf          0       114         928    GasA        Ex          Y
## 921           Unf          0       188        1272    GasA        Gd          Y
## 922           Unf          0      1288        1316    GasA        Ex          Y
## 923           GLQ        841       598        1604    GasA        Ex          Y
## 924           LwQ       1061         0        1686    GasA        TA          Y
## 925           LwQ         93       266        1126    GasA        TA          Y
## 926           Unf          0      1181        1181    GasA        Ex          Y
## 927           Unf          0       280         832    GasA        Gd          Y
## 928           Unf          0      1753        1753    GasA        Ex          Y
## 929           Unf          0       964         964    GasA        Gd          Y
## 930           Unf          0      1450        1466    GasA        Ex          Y
## 931           Rec        466       121         925    GasA        Ex          Y
## 932           Unf          0      1905        1905    GasA        Ex          Y
## 933           Unf          0      1480        1500    GasA        Ex          Y
## 934           Unf          0       160         585    GasA        Ex          Y
## 935           Unf          0       600         600    GasA        Gd          Y
## 936           Unf          0       343        1176    GasA        Ex          Y
## 937           Unf          0       772        1113    GasA        Ex          Y
## 938           Unf          0       927        1391    GasA        Ex          Y
## 939           Unf          0      1032        1032    GasA        Ex          Y
## 940           LwQ        396       396        1728    GasA        TA          Y
## 941           Unf          0       220         992    GasA        Ex          Y
## 942           Unf          0         0        1440    GasA        TA          Y
## 943           Unf          0      1632        1632    GasA        TA          Y
## 944           Rec        354       354         819    GasA        Gd          Y
## 945           Unf          0         0        1088    GasA        TA          Y
## 946           BLQ        294       102        1144    GasA        TA          Y
## 947           Unf          0       316        1616    GasA        Ex          Y
## 948           Unf          0       936         936    GasA        Ex          Y
## 949           Unf          0       179        1161    GasA        TA          Y
## 950           BLQ        149       317         864    GasA        Gd          Y
## 951           Unf          0       187         828    GasA        Gd          Y
## 952           Unf          0       108         768    GasA        Gd          Y
## 953           LwQ        193        29         784    GasA        Ex          Y
## 954           Unf          0         0         945    GasA        TA          Y
## 955           Unf          0       495         979    GasA        TA          N
## 956           Unf          0       276         561    GasA        TA          Y
## 957           Unf          0       640        1057    GasA        TA          Y
## 958           Unf          0       638        1337    GasA        Ex          Y
## 959           Unf          0        92         696    GasA        Ex          Y
## 960           Unf          0       162         858    GasA        Gd          Y
## 961           Unf          0       434        1330    GasA        TA          Y
## 962           Unf          0       248         804    GasA        TA          Y
## 963           Unf          0      1800        1800    GasA        Ex          Y
## 964           Unf          0       193         817    GasA        Ex          Y
## 965           Unf          0       783         783    GasA        Ex          Y
## 966           Unf          0       300         728    GasA        Ex          Y
## 967           Unf          0       196        1098    GasA        TA          Y
## 968           Unf          0       600         600    Grav        Fa          N
## 969           Unf          0        75         588    GasA        TA          Y
## 970           Unf          0       720         720    GasA        TA          N
## 971           Unf          0       197         764    GasA        Ex          Y
## 972           Unf          0       918         918    GasA        TA          Y
## 973           Unf          0      1428        1428    GasA        Ex          Y
## 974           Unf          0       728         728    GasA        TA          N
## 975           Unf          0        32         673    GasA        Ex          Y
## 976           Unf          0       440         440    GasA        TA          Y
## 977           Unf          0       135        1241    GasA        Ex          Y
## 978           Unf          0       342         894    GasA        Ex          Y
## 979           Unf          0       470        1121    GasA        TA          Y
## 980           Unf          0        77         944    GasA        Gd          Y
## 981           Unf          0       371        1225    GasA        Ex          Y
## 982           Unf          0      1266        1266    GasA        Ex          Y
## 983           Unf          0      1128        1128    GasA        Ex          Y
## 984          None          0         0           0    GasA        TA          Y
## 985           Unf          0       124        1164    GasW        TA          N
## 986           Unf          0       485         485    GasA        Gd          Y
## 987           Unf          0       284        1930    GasA        Ex          Y
## 988           Unf          0       692         848    GasA        TA          Y
## 989           Unf          0       770         770    GasA        Ex          Y
## 990           Unf          0       322        1396    GasA        Ex          Y
## 991           Unf          0       700         916    GasA        Gd          Y
## 992           Rec        117       169         822    GasA        Gd          Y
## 993           Unf          0       750         750    GasA        Ex          Y
## 994           Unf          0       528        1700    GasA        Ex          Y
## 995           Unf          0       363         747    GasA        TA          Y
## 996           Unf          0       135        1050    GasA        TA          Y
## 997           Unf          0      1442        1442    GasA        TA          Y
## 998           Unf          0      1007        1007    GasA        Fa          N
## 999           Unf          0       501        1187    GasA        Ex          Y
## 1000         None          0         0           0    GasW        Fa          N
## 1001          Unf          0       691         691    GasA        Ex          Y
## 1002          Unf          0      1550        1574    GasA        Ex          Y
## 1003          Unf          0      1680        1680    GasA        Fa          Y
## 1004          Unf          0      1330        1346    GasA        Ex          Y
## 1005          Unf          0       390         985    GasA        TA          Y
## 1006          Unf          0       420        1657    GasA        Gd          Y
## 1007          LwQ        273         0         546    GasA        TA          Y
## 1008          Unf          0      1710        1710    GasA        Ex          Y
## 1009          Unf          0      1008        1008    GasA        Ex          Y
## 1010          Unf          0       720         720    GasA        TA          Y
## 1011         None          0         0           0    GasA        TA          N
## 1012          Unf          0       602         602    GasA        TA          Y
## 1013          Rec        465       310        1022    GasW        TA          N
## 1014          Unf          0       746        1082    GasA        TA          Y
## 1015          Unf          0       167         810    GasA        Ex          Y
## 1016          Unf          0       814        1504    GasA        Ex          Y
## 1017          Unf          0       184        1220    GasA        Gd          Y
## 1018          Unf          0       384         384    GasA        Gd          Y
## 1019          Unf          0      1346        1362    GasA        Ex          Y
## 1020          Unf          0       108        1132    GasA        Ex          Y
## 1021          Unf          0       515        1199    GasA        Ex          Y
## 1022          Unf          0       588         912    GasA        Gd          Y
## 1023          Unf          0      1330        1346    GasA        Ex          Y
## 1024          LwQ        400         0        1565    GasA        TA          Y
## 1025          Rec        468       276         882    GasA        TA          Y
## 1026          Unf          0       571        1268    GasA        TA          Y
## 1027          Unf          0       125        1638    GasA        Ex          Y
## 1028          BLQ         41       359         768    GasA        TA          Y
## 1029          Unf          0       355         672    GasA        Gd          Y
## 1030          Unf          0       686         686    GasA        Gd          Y
## 1031          Unf          0       301         824    GasA        Ex          Y
## 1032          Unf          0       326        1338    GasA        Ex          Y
## 1033          Unf          0       668        1654    GasA        Ex          Y
## 1034          Unf          0       920         920    GasA        Ex          Y
## 1035         None          0         0           0    GasA        Ex          N
## 1036          Unf          0       598        1620    GasA        Ex          Y
## 1037          Unf          0      1055        1055    GasA        Ex          Y
## 1038          Unf          0       546         546    GasA        TA          Y
## 1039          Unf          0       121         630    GasA        TA          Y
## 1040          BLQ        682       284        1134    GasA        Ex          Y
## 1041          Rec         64       336         800    GasA        Gd          Y
## 1042          Unf          0       406        1306    GasA        Ex          Y
## 1043          Unf          0       390        1475    GasA        Ex          Y
## 1044          Unf          0      1420        2524    GasA        TA          Y
## 1045         None          0         0           0    GasA        Ex          Y
## 1046          Unf          0      1752        1992    GasA        Ex          Y
## 1047          Unf          0       304         990    GasA        Ex          Y
## 1048         None          0         0           0    GasA        TA          Y
## 1049         None          0         0           0    GasA        Ex          Y
## 1050          Unf          0      1302        1302    GasA        Ex          Y
## 1051          Unf          0      1316        1316    GasA        Ex          Y
## 1052          Unf          0       374         816    GasA        TA          Y
## 1053          Unf          0       833        1216    GasA        Ex          Y
## 1054          Unf          0       133        1065    GasA        Ex          Y
## 1055          Unf          0       549        1193    GasA        TA          Y
## 1056          Unf          0       705        1364    GasA        Ex          Y
## 1057          Unf          0       378         973    GasA        Ex          Y
## 1058          Unf          0       168        1104    GasA        Ex          Y
## 1059          LwQ        557         0         854    GasA        TA          Y
## 1060          Unf          0       722        1338    GasA        Ex          Y
## 1061          Unf          0       894         894    GasA        TA          Y
## 1062          Unf          0       662         662    GasA        TA          N
## 1063          Unf          0       706        1103    GasA        Gd          Y
## 1064          Rec        230       184        1154    GasA        Ex          Y
## 1065          Unf          0       105        1306    GasA        Ex          Y
## 1066          Unf          0       799         799    GasA        Gd          Y
## 1067          LwQ        106         0         780    GasA        TA          Y
## 1068          Unf          0       105         942    GasA        Gd          Y
## 1069          Unf          0       625         845    GasA        TA          Y
## 1070          Unf          0       462        1048    GasA        TA          Y
## 1071          Unf          0       429         727    GasA        Ex          Y
## 1072          Unf          0       810         810    GasA        Fa          Y
## 1073          Unf          0       155         690    GasA        TA          Y
## 1074          Unf          0      1240        1240    GasA        Ex          Y
## 1075          Unf          0       390         800    GasA        TA          Y
## 1076          Unf          0       170         796    GasA        Gd          Y
## 1077          Rec        791       230        1096    GasA        Ex          Y
## 1078          Unf          0       186         848    GasA        Ex          Y
## 1079          Unf          0       495         990    GasA        Gd          Y
## 1080          Unf          0       602        1258    GasA        Ex          Y
## 1081          Unf          0       216        1040    GasA        Fa          Y
## 1082          Unf          0      1459        1459    GasA        Ex          Y
## 1083          Unf          0       698        1251    GasA        TA          Y
## 1084          Unf          0        99         691    GasA        Gd          Y
## 1085          Unf          0       189         936    GasA        Ex          Y
## 1086          Unf          0       212         546    GasA        TA          Y
## 1087          Unf          0      1082        1082    GasA        Ex          Y
## 1088          Unf          0       970         970    GasA        Ex          Y
## 1089          Unf          0       208        1247    GasA        Ex          Y
## 1090         None          0         0           0    Wall        Fa          N
## 1091          Unf          0        90         600    GasA        Ex          Y
## 1092          Unf          0       758        1181    GasA        Fa          Y
## 1093          Unf          0       203         864    GasA        Gd          Y
## 1094          Rec        240       448         936    GasA        Ex          Y
## 1095          Unf          0      1290        1314    GasA        Gd          Y
## 1096          Unf          0       684         684    GasA        TA          Y
## 1097          Unf          0      1074        1074    GasA        Ex          Y
## 1098          Unf          0         0         672    GasA        TA          Y
## 1099          Unf          0       567        1271    GasA        TA          Y
## 1100          Unf          0         0         290    GasA        TA          N
## 1101          LwQ        287       251         950    GasA        TA          Y
## 1102          Unf          0       422        1010    GasA        Ex          Y
## 1103          Unf          0         0         655    GasA        Ex          Y
## 1104          Unf          0       630         630    GasA        TA          Y
## 1105          Unf          0       431        1463    GasA        Ex          Y
## 1106          Unf          0       172         910    GasA        Gd          Y
## 1107          Unf          0       868         868    GasA        Ex          Y
## 1108          Unf          0       924         924    GasA        Ex          Y
## 1109          Unf          0       797        1836    GasA        Ex          Y
## 1110          Unf          0       554         773    GasA        Gd          Y
## 1111          Unf          0       400         803    GasA        TA          Y
## 1112          Unf          0       108         816    GasA        TA          Y
## 1113          Unf          0       365        1008    GasA        Gd          Y
## 1114          Unf          0       418         833    GasA        Ex          Y
## 1115          Unf          0       730        1734    GasA        Ex          Y
## 1116          Unf          0        55         408    GasA        Ex          Y
## 1117          Unf          0       192         894    GasA        Ex          Y
## 1118          Unf          0       533         533    GasA        TA          Y
## 1119          Unf          0       671        1040    GasA        TA          Y
## 1120          Unf          0      1012        1012    GasA        TA          Y
## 1121          Unf          0      1528        1552    GasA        Ex          Y
## 1122          Unf          0       672         672    GasA        Ex          Y
## 1123          Unf          0       698         698    GasA        Ex          Y
## 1124          Unf          0       384         384    GasA        Gd          Y
## 1125          Unf          0      1005        1005    GasA        TA          Y
## 1126          Unf          0      1373        1373    GasA        Ex          Y
## 1127          Unf          0       230        1530    GasA        Ex          Y
## 1128          Unf          0       847         847    GasA        Ex          Y
## 1129          Unf          0         0         936    GasA        TA          Y
## 1130          Unf          0       500        1122    GasA        TA          Y
## 1131          Unf          0       762         974    GasA        TA          Y
## 1132          Unf          0      1008        1008    GasW        TA          Y
## 1133          Unf          0       544        1128    GasA        Ex          Y
## 1134          Unf          0       916         916    GasA        Gd          Y
## 1135          Unf          0       960         960    GasA        TA          N
## 1136          Unf          0       752        1032    GasA        TA          Y
## 1137          Unf          0       780         780    GasA        Gd          N
## 1138          Unf          0         0        1567    GasA        TA          Y
## 1139          Unf          0       270         915    GasA        TA          Y
## 1140          Unf          0       100         952    GasA        TA          Y
## 1141          Unf          0       399         780    GasA        Ex          Y
## 1142          Unf          0       316        1466    GasA        Ex          Y
## 1143          Unf          0       718        1006    GasA        TA          Y
## 1144          Unf          0       324         672    Grav        Fa          N
## 1145          Unf          0      1042        1042    GasA        Ex          Y
## 1146          Unf          0        40        1298    GasA        TA          Y
## 1147          Unf          0       429         704    GasA        Ex          Y
## 1148          Unf          0       572         572    GasA        TA          Y
## 1149          Unf          0        26         650    GasA        Ex          Y
## 1150          Unf          0       932         932    GasA        Ex          Y
## 1151          Unf          0      1290        1466    GasA        TA          Y
## 1152          GLQ        547       230        1073    GasA        Ex          Y
## 1153          Unf          0       278         816    GasA        Ex          Y
## 1154          Unf          0       410         864    GasA        TA          Y
## 1155          Unf          0       280        1437    GasA        TA          Y
## 1156          Unf          0       586        1219    GasA        Gd          Y
## 1157          Unf          0       410        1314    GasA        Ex          Y
## 1158          Unf          0      1580        1580    GasA        Ex          Y
## 1159          Unf          0       459         901    GasA        TA          Y
## 1160          Unf          0       544         855    GasA        Fa          Y
## 1161          Unf          0       568        1296    GasA        Ex          Y
## 1162          Unf          0       402         894    GasA        Gd          Y
## 1163          Unf          0         0        1198    GasA        TA          Y
## 1164          Rec        391       289        1360    GasA        Ex          Y
## 1165          Unf          0      1502        1502    GasA        Ex          Y
## 1166          Unf          0      1694        1694    GasA        Ex          Y
## 1167          Unf          0       173         959    GasA        Ex          Y
## 1168          Unf          0       501        1127    GasA        Ex          Y
## 1169          Unf          0       543        1930    GasA        Ex          Y
## 1170          Unf          0       574        1096    GasA        TA          Y
## 1171          Unf          0       599        1261    GasA        Ex          Y
## 1172          Unf          0       625         625    GasA        Ex          Y
## 1173          BLQ        469       977        1598    GasA        TA          Y
## 1174          Unf          0       449         952    GasA        TA          Y
## 1175          Unf          0       983        1683    GasA        Ex          Y
## 1176          Unf          0       218         876    GasA        TA          Y
## 1177          Unf          0       350         818    GasA        TA          Y
## 1178          Unf          0       731         731    GasA        Ex          Y
## 1179         None          0         0           0    GasA        Gd          Y
## 1180          Unf          0         0        1216    GasA        Ex          Y
## 1181          Unf          0       120        1600    GasA        Ex          Y
## 1182          Unf          0       300        2396    GasA        Ex          Y
## 1183          Unf          0       299        1120    GasA        Ex          Y
## 1184          Unf          0       413        1572    GasA        Gd          Y
## 1185          Unf          0       392         784    GasA        Gd          Y
## 1186          Unf          0       538         978    GasA        TA          Y
## 1187          Unf          0       168        1624    GasA        Ex          Y
## 1188          Unf          0       831         831    GasA        Ex          Y
## 1189          Unf          0       994         994    GasA        Gd          Y
## 1190          Unf          0        90        1249    GasA        Ex          Y
## 1191          Unf          0       776         776    GasA        Ex          Y
## 1192          Unf          0       702         702    GasA        Gd          Y
## 1193          Unf          0       341        1224    GasA        Ex          Y
## 1194          Unf          0       292         663    GasA        TA          Y
## 1195          Unf          0       728         728    GasA        Ex          Y
## 1196          Unf          0       879         879    GasA        Ex          Y
## 1197          Unf          0       815         815    GasA        Ex          Y
## 1198          Unf          0      1212        1212    GasA        Ex          Y
## 1199          Unf          0       504        1051    GasA        Gd          Y
## 1200          Unf          0       864         864    GasA        Gd          Y
## 1201          Unf          0       866         866    GasA        Ex          Y
## 1202          Unf          0       884         884    GasA        Ex          Y
## 1203          Unf          0      1630        1630    GasA        Ex          Y
## 1204          Unf          0       268        1056    GasA        Ex          Y
## 1205          BLQ        177      1496        2158    GasA        Gd          Y
## 1206          Unf          0         0        1056    GasA        TA          Y
## 1207          Unf          0      1342        1682    GasA        Ex          Y
## 1208          BLQ        108       319         931    GasA        TA          Y
## 1209          Unf          0       440        1660    GasA        Ex          Y
## 1210          Unf          0      1055        1055    GasA        Ex          Y
## 1211          Unf          0       132         559    GasA        Gd          Y
## 1212          Unf          0       328         672    GasA        TA          Y
## 1213          Unf          0         0         648    GasA        Ex          Y
## 1214          Unf          0       141         925    GasA        TA          Y
## 1215          LwQ        374       340         894    GasA        TA          Y
## 1216         None          0         0           0    GasA        TA          Y
## 1217          Unf          0       364        1300    GasA        Ex          Y
## 1218         None          0         0           0    GasA        Gd          N
## 1219          Unf          0       672         672    GasA        TA          Y
## 1220          LwQ        600         0         912    GasA        TA          Y
## 1221          LwQ        492       210         952    GasA        Ex          Y
## 1222          Unf          0       844        1040    GasA        Ex          Y
## 1223          Unf          0      1380        2136    GasA        TA          N
## 1224          Unf          0        64         788    GasA        Ex          Y
## 1225          Unf          0        81         588    GasA        Ex          Y
## 1226          Unf          0       894         894    GasA        Ex          Y
## 1227          Unf          0       317         912    GasA        Ex          Y
## 1228          Unf          0       162        1702    GasA        Ex          Y
## 1229          Unf          0       409        1075    GasA        Gd          Y
## 1230          Rec        211       652        1361    GasA        Ex          Y
## 1231          Unf          0       303        1106    GasA        TA          Y
## 1232         None          0         0           0    GasA        TA          Y
## 1233          Unf          0       188        1188    GasA        Fa          Y
## 1234          Unf          0       940         940    GasA        TA          N
## 1235          Unf          0       747         747    GasA        Gd          Y
## 1236          Unf          0       764         764    GasA        Ex          Y
## 1237          Unf          0       847         847    GasA        Ex          Y
## 1238          Unf          0      1141        1141    GasA        Ex          Y
## 1239          Unf          0      1048        1476    GasA        Ex          Y
## 1240          Unf          0       334         884    GasA        Ex          Y
## 1241          Unf          0      1689        1689    GasA        Ex          Y
## 1242          LwQ        168         0        1053    GasA        TA          Y
## 1243          Unf          0       690        2076    GasA        Ex          Y
## 1244          Unf          0       792         792    GasA        Fa          Y
## 1245          Unf          0       585         585    GasA        Ex          Y
## 1246          Unf          0       756         756    GasA        Ex          Y
## 1247          Unf          0       473        1012    GasA        TA          Y
## 1248          Unf          0       416         735    OthW        Fa          N
## 1249          Rec         96       246         876    GasA        TA          Y
## 1250          Unf          0      1045        2110    GasA        Ex          Y
## 1251          Unf          0      1405        1405    GasA        Ex          Y
## 1252          Unf          0       354         864    GasA        TA          Y
## 1253          ALQ       1031        36        1192    GasA        TA          Y
## 1254          Unf          0       746         746    GasA        Ex          Y
## 1255          Unf          0       459         884    GasA        TA          Y
## 1256          Unf          0       672        1986    GasA        Ex          Y
## 1257          Unf          0       864         864    GasA        Ex          Y
## 1258          Unf          0       201         856    GasA        Ex          Y
## 1259          LwQ        438        14        1054    GasA        Gd          Y
## 1260          Unf          0       841         841    GasA        Ex          Y
## 1261          Unf          0       546        1050    GasA        Gd          Y
## 1262          Unf          0      1104        1104    GasA        Ex          Y
## 1263          Unf          0       764         764    GasA        Ex          Y
## 1264          Unf          0      1139        1405    GasA        Ex          Y
## 1265          Unf          0       241         691    GasA        Ex          Y
##      Electrical X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath
## 1         SBrkr       856       854            0      1710            1
## 2         SBrkr      1262         0            0      1262            0
## 3         SBrkr       920       866            0      1786            1
## 4         SBrkr       961       756            0      1717            1
## 5         SBrkr      1145      1053            0      2198            1
## 6         SBrkr       796       566            0      1362            1
## 7         SBrkr      1694         0            0      1694            1
## 8         SBrkr      1107       983            0      2090            1
## 9         FuseF      1022       752            0      1774            0
## 10        SBrkr      1077         0            0      1077            1
## 11        SBrkr      1040         0            0      1040            1
## 12        SBrkr      1182      1142            0      2324            1
## 13        SBrkr       912         0            0       912            1
## 14        SBrkr      1494         0            0      1494            0
## 15        SBrkr      1253         0            0      1253            1
## 16        FuseA       854         0            0       854            0
## 17        SBrkr      1004         0            0      1004            1
## 18        SBrkr      1296         0            0      1296            0
## 19        SBrkr      1114         0            0      1114            1
## 20        SBrkr      1339         0            0      1339            0
## 21        SBrkr      1158      1218            0      2376            0
## 22        FuseF      1108         0            0      1108            0
## 23        SBrkr      1795         0            0      1795            0
## 24        SBrkr      1060         0            0      1060            1
## 25        SBrkr      1060         0            0      1060            1
## 26        SBrkr      1600         0            0      1600            0
## 27        SBrkr       900         0            0       900            0
## 28        SBrkr      1704         0            0      1704            1
## 29        SBrkr      1600         0            0      1600            1
## 30        SBrkr       520         0            0       520            0
## 31        SBrkr       649       668            0      1317            0
## 32        SBrkr      1228         0            0      1228            0
## 33        SBrkr      1234         0            0      1234            0
## 34        SBrkr      1700         0            0      1700            0
## 35        SBrkr      1561         0            0      1561            1
## 36        SBrkr      1132      1320            0      2452            0
## 37        SBrkr      1097         0            0      1097            0
## 38        SBrkr      1297         0            0      1297            0
## 39        SBrkr      1057         0            0      1057            1
## 40        FuseP      1152         0            0      1152            0
## 41        SBrkr      1324         0            0      1324            0
## 42        SBrkr      1328         0            0      1328            0
## 43        SBrkr       884         0            0       884            1
## 44        SBrkr       938         0            0       938            1
## 45        FuseA      1150         0            0      1150            1
## 46        SBrkr      1752         0            0      1752            1
## 47        SBrkr      1518       631            0      2149            1
## 48        SBrkr      1656         0            0      1656            0
## 49        SBrkr       736       716            0      1452            0
## 50        SBrkr       955         0            0       955            1
## 51        SBrkr       794       676            0      1470            0
## 52        SBrkr       816         0          360      1176            0
## 53        SBrkr       816         0            0       816            1
## 54        SBrkr      1842         0            0      1842            2
## 55        SBrkr      1360         0            0      1360            0
## 56        SBrkr      1425         0            0      1425            0
## 57        SBrkr       983       756            0      1739            1
## 58        SBrkr       860       860            0      1720            0
## 59        SBrkr      1426      1519            0      2945            0
## 60        SBrkr       780         0            0       780            0
## 61        SBrkr      1158         0            0      1158            1
## 62        SBrkr       581       530            0      1111            0
## 63        SBrkr      1370         0            0      1370            0
## 64        SBrkr       902       808            0      1710            0
## 65        SBrkr      1057       977            0      2034            1
## 66        SBrkr      1143      1330            0      2473            0
## 67        SBrkr      2207         0            0      2207            1
## 68        SBrkr      1479         0            0      1479            1
## 69        SBrkr       747         0            0       747            0
## 70        SBrkr      1304       983            0      2287            0
## 71        SBrkr      2223         0            0      2223            1
## 72        SBrkr       845         0            0       845            1
## 73        SBrkr       885       833            0      1718            0
## 74        SBrkr      1086         0            0      1086            1
## 75        SBrkr       840       765            0      1605            0
## 76        SBrkr       526       462            0       988            1
## 77        FuseA       952         0            0       952            0
## 78        SBrkr      1072       213            0      1285            1
## 79        SBrkr      1768         0            0      1768            0
## 80        SBrkr       682       548            0      1230            0
## 81        SBrkr      1182       960            0      2142            0
## 82        SBrkr      1337         0            0      1337            1
## 83        SBrkr      1563         0            0      1563            0
## 84        SBrkr      1065         0            0      1065            0
## 85        SBrkr       804       670            0      1474            0
## 86        SBrkr      1301      1116            0      2417            0
## 87        SBrkr       684       876            0      1560            0
## 88        SBrkr       612       612            0      1224            0
## 89        SBrkr      1013         0          513      1526            0
## 90        SBrkr       990         0            0       990            1
## 91        FuseA      1040         0            0      1040            0
## 92        SBrkr      1235         0            0      1235            0
## 93        SBrkr       964         0            0       964            1
## 94        SBrkr      1260      1031            0      2291            0
## 95        SBrkr       905       881            0      1786            1
## 96        SBrkr       680       790            0      1470            0
## 97        SBrkr      1588         0            0      1588            0
## 98        FuseF       960         0            0       960            1
## 99        SBrkr       835         0            0       835            0
## 100       SBrkr      1225         0            0      1225            1
## 101       SBrkr      1610         0            0      1610            1
## 102       SBrkr       977       755            0      1732            0
## 103       SBrkr      1535         0            0      1535            0
## 104       SBrkr      1226         0            0      1226            0
## 105       FuseF      1226       592            0      1818            0
## 106       SBrkr      1053       939            0      1992            0
## 107       SBrkr      1047         0            0      1047            0
## 108       SBrkr       789         0            0       789            0
## 109       FuseF       997       520            0      1517            0
## 110       SBrkr      1844         0            0      1844            0
## 111       SBrkr      1216       639            0      1855            0
## 112       SBrkr       774       656            0      1430            0
## 113       SBrkr      1282      1414            0      2696            1
## 114       SBrkr      2259         0            0      2259            1
## 115       SBrkr      1436       884            0      2320            1
## 116       SBrkr       729       729            0      1458            0
## 117       SBrkr      1092         0            0      1092            0
## 118       SBrkr      1125         0            0      1125            0
## 119       SBrkr      1699      1523            0      3222            1
## 120       SBrkr       728       728            0      1456            0
## 121       SBrkr       988         0            0       988            1
## 122       SBrkr       772       351            0      1123            0
## 123       SBrkr      1080         0            0      1080            0
## 124       SBrkr      1199         0            0      1199            0
## 125       SBrkr      1586         0            0      1586            0
## 126       SBrkr       520         0          234       754            1
## 127       SBrkr       958         0            0       958            0
## 128       SBrkr       840         0            0       840            0
## 129       SBrkr       660       688            0      1348            0
## 130       FuseA      1053         0            0      1053            0
## 131       SBrkr      1216       941            0      2157            0
## 132       SBrkr      1022      1032            0      2054            1
## 133       SBrkr      1327         0            0      1327            1
## 134       SBrkr      1296         0            0      1296            1
## 135       SBrkr      1721         0            0      1721            0
## 136       SBrkr      1682         0            0      1682            0
## 137       SBrkr      1214         0            0      1214            0
## 138       SBrkr      1959         0            0      1959            0
## 139       SBrkr      1004       848            0      1852            0
## 140       SBrkr       928       836            0      1764            1
## 141       SBrkr       864         0            0       864            0
## 142       SBrkr      1734         0            0      1734            1
## 143       SBrkr       910       475            0      1385            0
## 144       SBrkr      1501         0            0      1501            1
## 145       SBrkr      1728         0            0      1728            1
## 146       SBrkr       970       739            0      1709            0
## 147       FuseA       875         0            0       875            1
## 148       SBrkr       884      1151            0      2035            0
## 149       SBrkr      1080         0            0      1080            1
## 150       FuseA       896       448            0      1344            0
## 151       SBrkr       969         0            0       969            0
## 152       SBrkr      1710         0            0      1710            1
## 153       SBrkr      1097       896            0      1993            0
## 154       SBrkr      1252         0            0      1252            1
## 155       FuseA      1200         0            0      1200            0
## 156       FuseF       572       524            0      1096            0
## 157       FuseF      1040         0            0      1040            0
## 158       SBrkr       774      1194            0      1968            0
## 159       SBrkr       991       956            0      1947            0
## 160       SBrkr      1392      1070            0      2462            1
## 161       SBrkr      1232         0            0      1232            0
## 162       SBrkr      1572      1096            0      2668            1
## 163       SBrkr      1541         0            0      1541            0
## 164       SBrkr       882         0            0       882            0
## 165       FuseA      1149       467            0      1616            0
## 166       SBrkr       808       547            0      1355            1
## 167       FuseA      1867         0            0      1867            1
## 168       SBrkr      1610       551            0      2161            1
## 169       SBrkr       840       880            0      1720            0
## 170       SBrkr      1707         0            0      1707            0
## 171       SBrkr       854         0          528      1382            0
## 172       SBrkr      1656         0            0      1656            1
## 173       SBrkr      1064       703            0      1767            1
## 174       SBrkr      1362         0            0      1362            1
## 175       SBrkr      1651         0            0      1651            1
## 176       SBrkr      2158         0            0      2158            1
## 177       SBrkr      1164       896            0      2060            0
## 178       SBrkr      1252       668            0      1920            1
## 179       SBrkr      2234         0            0      2234            1
## 180       SBrkr       968         0            0       968            0
## 181       SBrkr       769       756            0      1525            0
## 182       SBrkr       901       901            0      1802            0
## 183       SBrkr      1340         0            0      1340            0
## 184       SBrkr      1362       720            0      2082            0
## 185       SBrkr       936       316            0      1252            0
## 186       SBrkr      1518      1518          572      3608            0
## 187       SBrkr      1217         0            0      1217            1
## 188       SBrkr       808       704          144      1656            0
## 189       SBrkr      1224         0            0      1224            2
## 190       SBrkr      1593         0            0      1593            1
## 191       SBrkr      1549      1178            0      2727            0
## 192       SBrkr       725       754            0      1479            1
## 193       SBrkr      1431         0            0      1431            1
## 194       SBrkr       970       739            0      1709            0
## 195       SBrkr       864         0            0       864            0
## 196       SBrkr       855       601            0      1456            0
## 197       SBrkr      1726         0            0      1726            1
## 198       SBrkr      1360      1360          392      3112            1
## 199       SBrkr       929       929          371      2229            0
## 200       SBrkr      1713         0            0      1713            1
## 201       SBrkr      1121         0            0      1121            0
## 202       SBrkr      1279         0            0      1279            0
## 203       SBrkr       865       445            0      1310            0
## 204       SBrkr       848         0            0       848            1
## 205       SBrkr       720       564            0      1284            0
## 206       SBrkr      1442         0            0      1442            0
## 207       SBrkr      1696         0            0      1696            0
## 208       SBrkr      1100         0            0      1100            1
## 209       SBrkr      1180       882            0      2062            1
## 210       SBrkr      1092         0            0      1092            1
## 211       FuseA       864         0            0       864            1
## 212       SBrkr      1212         0            0      1212            0
## 213       SBrkr       932       920            0      1852            1
## 214       SBrkr       990         0            0       990            0
## 215       SBrkr       689       703            0      1392            0
## 216       SBrkr      1236         0            0      1236            0
## 217       SBrkr      1436         0            0      1436            1
## 218       SBrkr       810       518            0      1328            0
## 219       SBrkr      1137       817            0      1954            0
## 220       SBrkr      1248         0            0      1248            0
## 221       SBrkr      1498         0            0      1498            0
## 222       SBrkr      1010      1257            0      2267            0
## 223       SBrkr       811       741            0      1552            1
## 224       SBrkr       864         0            0       864            0
## 225       SBrkr      2392         0            0      2392            0
## 226       SBrkr       630       672            0      1302            0
## 227       SBrkr      1214      1306            0      2520            0
## 228       SBrkr       483       504            0       987            0
## 229       SBrkr       912         0            0       912            0
## 230       SBrkr      1555         0            0      1555            0
## 231       SBrkr      1194         0            0      1194            1
## 232       SBrkr      1490      1304            0      2794            1
## 233       SBrkr       483       504            0       987            0
## 234       SBrkr       894         0            0       894            1
## 235       SBrkr       860      1100            0      1960            1
## 236       SBrkr       483       504            0       987            0
## 237       SBrkr      1414         0            0      1414            0
## 238       SBrkr      1014       730            0      1744            0
## 239       SBrkr      1694         0            0      1694            0
## 240       FuseA       798       689            0      1487            0
## 241       SBrkr      1566         0            0      1566            1
## 242       SBrkr       866         0            0       866            0
## 243       FuseA       889       551            0      1440            0
## 244       SBrkr       626       591            0      1217            0
## 245       SBrkr      1222       888            0      2110            1
## 246       SBrkr      1872         0            0      1872            0
## 247       FuseP       908      1020            0      1928            0
## 248       SBrkr      1375         0            0      1375            0
## 249       SBrkr       840       828            0      1668            0
## 250       SBrkr      1444       700            0      2144            0
## 251       SBrkr      1306         0            0      1306            0
## 252       SBrkr      1625         0            0      1625            1
## 253       SBrkr       798       842            0      1640            0
## 254       SBrkr      1302         0            0      1302            0
## 255       SBrkr      1314         0            0      1314            1
## 256       SBrkr      1005      1286            0      2291            0
## 257       SBrkr       864       864            0      1728            0
## 258       SBrkr      1604         0            0      1604            1
## 259       SBrkr       963       829            0      1792            0
## 260       FuseA       882         0            0       882            0
## 261       SBrkr      1382         0            0      1382            1
## 262       SBrkr      1482      1092            0      2574            0
## 263       SBrkr      1212         0            0      1212            1
## 264       SBrkr       926         0          390      1316            1
## 265       FuseP       764         0            0       764            0
## 266       SBrkr      1422         0            0      1422            0
## 267       SBrkr       802       709            0      1511            1
## 268       SBrkr      1052       720          420      2192            0
## 269       SBrkr       778         0            0       778            0
## 270       SBrkr      1113         0            0      1113            1
## 271       SBrkr      1095       844            0      1939            0
## 272       SBrkr      1363         0            0      1363            1
## 273       SBrkr      1164      1106            0      2270            0
## 274       SBrkr      1632         0            0      1632            1
## 275       SBrkr       816         0            0       816            0
## 276       SBrkr       952       596            0      1548            0
## 277       SBrkr      1560         0            0      1560            0
## 278       SBrkr       864         0            0       864            0
## 279       SBrkr      2121         0            0      2121            0
## 280       SBrkr      1156       866            0      2022            0
## 281       SBrkr      1175       807            0      1982            0
## 282       SBrkr      1262         0            0      1262            0
## 283       SBrkr      1314         0            0      1314            1
## 284       SBrkr      1468         0            0      1468            0
## 285       SBrkr      1575         0            0      1575            1
## 286       SBrkr       625       625            0      1250            0
## 287       SBrkr      1085       649            0      1734            0
## 288       SBrkr       858         0            0       858            0
## 289       SBrkr       900         0            0       900            0
## 290       FuseA       698       698            0      1396            0
## 291       SBrkr      1079       840            0      1919            0
## 292       SBrkr       936       780            0      1716            1
## 293       SBrkr      1148       568            0      1716            0
## 294       SBrkr      1468       795            0      2263            1
## 295       SBrkr      1644         0            0      1644            1
## 296       SBrkr      1003         0            0      1003            1
## 297       FuseA       910       648            0      1558            0
## 298       SBrkr       975       975            0      1950            0
## 299       SBrkr      1041       702            0      1743            0
## 300       SBrkr      1152         0            0      1152            0
## 301       SBrkr      1336         0            0      1336            1
## 302       SBrkr      1210      1242            0      2452            0
## 303       SBrkr      1541         0            0      1541            0
## 304       SBrkr       894         0            0       894            1
## 305       SBrkr      1675      1818            0      3493            0
## 306       SBrkr      2000         0            0      2000            1
## 307       SBrkr      1122      1121            0      2243            1
## 308       FuseA      1035       371            0      1406            0
## 309       SBrkr       861         0            0       861            0
## 310       SBrkr      1944         0            0      1944            1
## 311       SBrkr       697       804            0      1501            0
## 312       SBrkr       972         0            0       972            1
## 313       SBrkr       793       325            0      1118            1
## 314       SBrkr      2036         0            0      2036            2
## 315       SBrkr       832       809            0      1641            0
## 316       SBrkr       716       716            0      1432            1
## 317       SBrkr      1153      1200            0      2353            1
## 318       SBrkr      1088       871            0      1959            0
## 319       SBrkr      1372      1274            0      2646            1
## 320       SBrkr      1472         0            0      1472            1
## 321       SBrkr      1249      1347            0      2596            0
## 322       SBrkr      1136      1332            0      2468            1
## 323       SBrkr      1553      1177            0      2730            1
## 324       SBrkr      1163         0            0      1163            1
## 325       SBrkr      1898      1080            0      2978            0
## 326       FuseF       803         0            0       803            0
## 327       SBrkr      1719         0            0      1719            2
## 328       SBrkr      1383         0            0      1383            0
## 329       FuseA      1445       689            0      2134            0
## 330       SBrkr       596       596            0      1192            0
## 331       SBrkr      1728         0            0      1728            0
## 332       SBrkr      1056         0            0      1056            1
## 333       SBrkr      1629         0            0      1629            1
## 334       SBrkr      1358         0            0      1358            1
## 335       SBrkr       943       695            0      1638            1
## 336       SBrkr      1619       167            0      1786            2
## 337       SBrkr      1922         0            0      1922            1
## 338       SBrkr      1536         0            0      1536            1
## 339       SBrkr      1621         0            0      1621            1
## 340       FuseA      1215         0            0      1215            0
## 341       SBrkr       993       915            0      1908            0
## 342       SBrkr       841         0            0       841            0
## 343       FuseA      1040         0            0      1040            0
## 344       SBrkr      1684         0            0      1684            0
## 345       SBrkr       536       576            0      1112            0
## 346       SBrkr       972       605            0      1577            0
## 347       SBrkr       958         0            0       958            0
## 348       FuseA      1478         0            0      1478            1
## 349       SBrkr       764       862            0      1626            1
## 350       SBrkr      1848       880            0      2728            1
## 351       SBrkr      1869         0            0      1869            0
## 352       SBrkr      1453         0            0      1453            1
## 353       SBrkr       616       495            0      1111            0
## 354       SBrkr       720         0            0       720            0
## 355       SBrkr      1192       403            0      1595            0
## 356       SBrkr      1200         0            0      1200            1
## 357       SBrkr      1167         0            0      1167            1
## 358       SBrkr      1142         0            0      1142            1
## 359       FuseF      1352         0            0      1352            0
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##      BsmtHalfBath FullBath HalfBath BedroomAbvGr KitchenAbvGr KitchenQual
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## 180             0        1        0            2            1          TA
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## 1237            0        2        1            4            1          Gd
## 1238            0        1        1            3            1          TA
## 1239            0        2        0            2            1          Ex
## 1240            0        2        1            3            1          Gd
## 1241            0        2        0            3            1          Gd
## 1242            0        2        0            3            1          Gd
## 1243            0        2        1            2            1          Ex
## 1244            0        1        0            3            1          Gd
## 1245            0        3        1            3            1          TA
## 1246            0        2        1            3            1          Gd
## 1247            0        1        0            3            1          TA
## 1248            0        1        1            3            1          TA
## 1249            0        1        0            3            1          TA
## 1250            0        2        1            3            1          Ex
## 1251            0        2        0            2            1          Gd
## 1252            0        1        0            3            1          TA
## 1253            0        2        1            3            1          Gd
## 1254            0        2        1            3            1          Gd
## 1255            0        1        0            3            1          TA
## 1256            0        2        0            2            1          Gd
## 1257            0        1        0            2            1          TA
## 1258            0        2        0            2            1          Gd
## 1259            0        1        1            3            1          TA
## 1260            0        2        1            3            1          TA
## 1261            0        1        0            2            1          TA
## 1262            0        1        0            5            1          TA
## 1263            0        1        0            3            1          TA
## 1264            0        2        0            2            1          Gd
## 1265            0        2        1            3            1          Gd
##      TotRmsAbvGrd Functional Fireplaces FireplaceQu GarageType GarageYrBlt
## 1               8        Typ          0        None     Attchd        2003
## 2               6        Typ          1          TA     Attchd        1976
## 3               6        Typ          1          TA     Attchd        2001
## 4               7        Typ          1          Gd     Detchd        1998
## 5               9        Typ          1          TA     Attchd        2000
## 6               5        Typ          0        None     Attchd        1993
## 7               7        Typ          1          Gd     Attchd        2004
## 8               7        Typ          2          TA     Attchd        1973
## 9               8       Min1          2          TA     Detchd        1931
## 10              5        Typ          2          TA     Attchd        1939
## 11              5        Typ          0        None     Detchd        1965
## 12             11        Typ          2          Gd    BuiltIn        2005
## 13              4        Typ          0        None     Detchd        1962
## 14              7        Typ          1          Gd     Attchd        2006
## 15              5        Typ          1          Fa     Attchd        1960
## 16              5        Typ          0        None     Detchd        1991
## 17              5        Typ          1          TA     Attchd        1970
## 18              6        Typ          0        None    CarPort        1967
## 19              6        Typ          0        None     Detchd        2004
## 20              6       Min1          0        None     Attchd        1958
## 21              9        Typ          1          Gd    BuiltIn        2005
## 22              6        Typ          1          Gd     Attchd        1930
## 23              7        Typ          1          Gd     Attchd        2002
## 24              6        Typ          1          TA     Attchd        1976
## 25              6        Typ          1          TA     Attchd        1968
## 26              7        Typ          1          Gd     Attchd        2007
## 27              5        Typ          0        None     Detchd        2005
## 28              7        Typ          1          Gd     Attchd        2008
## 29              6        Typ          2          Gd     Attchd        1957
## 30              4        Typ          0        None     Detchd        1920
## 31              6        Typ          0        None     Detchd        1920
## 32              6        Typ          0        None     Attchd        1966
## 33              7        Typ          0        None     Attchd        2007
## 34              6        Typ          1          Gd     Attchd        1959
## 35              6        Typ          1          Gd     Attchd        2005
## 36              9        Typ          1          Gd    BuiltIn        2004
## 37              6        Typ          0        None     Attchd        1995
## 38              5        Typ          1          TA     Attchd        1954
## 39              5        Typ          0        None     Detchd        1953
## 40              6        Typ          0        None       None           0
## 41              6        Typ          1          TA     Attchd        1965
## 42              5        Typ          2          Gd     Attchd        1959
## 43              5        Typ          0        None     Attchd        1983
## 44              5        Typ          0        None     Detchd        1977
## 45              6        Typ          0        None     Attchd        1959
## 46              6        Typ          1          Gd     Attchd        2005
## 47              6        Typ          1          Ex     Attchd        2003
## 48              7        Typ          0        None     Attchd        2006
## 49              8        Typ          0        None       None           0
## 50              6        Typ          0        None     Attchd        1966
## 51              6        Typ          0        None     Attchd        1997
## 52              6        Typ          1          Gd     Detchd        1985
## 53              5        Typ          0        None    CarPort        1963
## 54              5        Typ          1          Gd     Attchd        1981
## 55              6       Min1          1          TA     Detchd        1962
## 56              7        Typ          1          Gd     Attchd        1964
## 57              7        Typ          0        None     Attchd        1999
## 58              7        Typ          0        None     Attchd        2004
## 59             10        Typ          1          Gd    BuiltIn        2006
## 60              4        Typ          0        None     Detchd        1973
## 61              5        Typ          0        None     Detchd        2006
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## 63              6        Typ          1          Gd     Attchd        2006
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## 65              8        Typ          0        None     Attchd        1998
## 66              9        Typ          1          Gd    BuiltIn        2004
## 67              7       Min1          1          Gd     Attchd        1970
## 68              7        Typ          0        None     Attchd        2003
## 69              4        Typ          0        None     Attchd        1945
## 70              7        Typ          1          TA     Attchd        1953
## 71              8        Typ          2          Gd     Attchd        1973
## 72              4        Typ          0        None     Detchd        1987
## 73              7        Typ          1          TA     Attchd        1998
## 74              6        Typ          0        None     Attchd        1989
## 75              8        Typ          0        None     Detchd        1915
## 76              5        Typ          0        None    BuiltIn        1973
## 77              4        Typ          0        None     Detchd        1956
## 78              6       Min1          0        None     Detchd        1948
## 79              8        Typ          0        None       None           0
## 80              5        Typ          0        None     Detchd        1966
## 81              8        Typ          1          Gd     Attchd        1968
## 82              5        Typ          0        None     Attchd        1998
## 83              6        Typ          1          Gd     Attchd        2007
## 84              6        Typ          0        None     Detchd        1974
## 85              7        Typ          1          TA    BuiltIn        1995
## 86              9        Typ          1          TA     Attchd        1991
## 87              6        Typ          1          Gd    BuiltIn        2005
## 88              4        Typ          0        None     Detchd        2009
## 89              6        Typ          0        None       None           0
## 90              5        Typ          0        None       None           0
## 91              4        Typ          0        None     Detchd        1950
## 92              6        Typ          0        None     Attchd        1961
## 93              5        Typ          0        None     Detchd        1921
## 94              9        Typ          1          Gd     Detchd        1900
## 95              7        Typ          0        None     Attchd        1997
## 96              6        Typ          1          TA    BuiltIn        1993
## 97              6        Typ          0        None     Attchd        1999
## 98              6        Typ          0        None     Attchd        1965
## 99              5        Typ          0        None    Basment        1920
## 100             6        Typ          0        None       None           0
## 101             6        Typ          2          TA     Attchd        1977
## 102             7        Typ          1          TA     Attchd        1985
## 103             8        Typ          0        None     Attchd        1979
## 104             6        Typ          0        None     Attchd        2009
## 105             7        Typ          2          TA     Detchd        1951
## 106             9        Typ          1          Gd     Attchd        2003
## 107             6        Typ          0        None     Detchd        1954
## 108             5        Typ          0        None     Detchd        1948
## 109             7        Typ          0        None       None           0
## 110             7        Typ          1          TA     Attchd        1977
## 111             7        Typ          0        None     Attchd        1954
## 112             7        Typ          1          TA    BuiltIn        2000
## 113            10        Typ          1          Gd    BuiltIn        2007
## 114             7        Typ          2          Gd    Basment        1953
## 115             9        Typ          1          TA     Detchd        1945
## 116             5        Typ          1          Fa     Detchd        1999
## 117             6        Typ          1          Po     Attchd        1962
## 118             5        Typ          0        None     Attchd        2007
## 119            11        Typ          2          TA     Attchd        1990
## 120             8        Typ          1          Gd     Attchd        2005
## 121             4        Typ          2          TA     Attchd        1969
## 122             4        Typ          0        None     Detchd        1979
## 123             5        Typ          0        None     Attchd        1958
## 124             5        Typ          0        None     Attchd        1993
## 125             7        Typ          1          TA     Attchd        1979
## 126             5        Typ          0        None       None           0
## 127             5        Typ          1          TA     Attchd        1977
## 128             5        Typ          1          TA       None           0
## 129             6        Typ          1          Fa     Attchd        1966
## 130             6        Typ          0        None     2Types        1998
## 131             8        Typ          2          Gd     Attchd        1966
## 132             7        Typ          1          TA    BuiltIn        2000
## 133             7        Typ          0        None     Detchd        1974
## 134             6        Typ          0        None     Attchd        2001
## 135             7       Min1          1          TA     Attchd        1968
## 136             7        Typ          1          Gd     Attchd        1970
## 137             5        Typ          1          Fa     Attchd        1967
## 138             9        Typ          0        None     2Types        1989
## 139             7        Typ          2          TA     Attchd        1999
## 140             7        Typ          0        None     Attchd        1997
## 141             5        Typ          1          Po       None           0
## 142             7        Typ          0        None     Attchd        2005
## 143             6        Typ          0        None     Detchd        2000
## 144             6        Typ          0        None     Attchd        1999
## 145            10        Typ          0        None     Detchd        1963
## 146             7       Maj1          0        None     Detchd        2004
## 147             5        Typ          0        None     Detchd        1931
## 148             8        Typ          1          Gd    BuiltIn        2001
## 149             6        Typ          0        None       None           0
## 150             7        Typ          0        None     Detchd        1936
## 151             5        Typ          0        None     Attchd        1975
## 152             6        Typ          1          Gd     Attchd        2007
## 153             8        Typ          1          Gd     Attchd        1971
## 154             4        Typ          1          Gd     Attchd        1960
## 155             7        Typ          0        None     Detchd        1923
## 156             5        Typ          0        None       None           0
## 157             5        Typ          0        None     Detchd        1950
## 158             8        Typ          1          Gd    BuiltIn        2009
## 159             8        Typ          1          Gd     Attchd        2004
## 160             9        Typ          1          Gd     Attchd        2006
## 161             6        Typ          0        None     Attchd        1984
## 162            10        Typ          2          Gd    BuiltIn        2003
## 163             7        Typ          1          Gd     Attchd        2005
## 164             4        Typ          0        None       None           0
## 165             5        Typ          0        None     Detchd        1926
## 166             6        Typ          0        None       None           0
## 167             7        Typ          3          Gd     Attchd        1955
## 168             8        Typ          1          Gd     Attchd        2007
## 169             7        Typ          1          Gd     Attchd        2004
## 170             6        Typ          1          TA     Attchd        1981
## 171             7        Typ          0        None     Detchd        1991
## 172             7        Typ          2          Gd     Attchd        1960
## 173             5        Typ          1          TA     Attchd        1987
## 174             6        Typ          1          TA     Attchd        1961
## 175             7       Min2          1          TA     Attchd        1986
## 176             7        Typ          1          Gd     Attchd        1950
## 177             8        Typ          1          TA     Attchd        1988
## 178             8        Typ          1          Gd     Attchd        1958
## 179             9        Typ          1          Gd     Attchd        2009
## 180             5        Typ          0        None     Detchd        1935
## 181             5        Typ          1          TA     Detchd        2000
## 182             9        Typ          1          Gd     Detchd        1920
## 183             7        Typ          1          Gd     Attchd        1957
## 184             6        Mod          0        None     Detchd        2003
## 185             5        Typ          0        None     Attchd        1986
## 186            12        Typ          2          TA     Detchd        1993
## 187             6        Typ          0        None     Attchd        1990
## 188             8       Min2          0        None     Detchd        1916
## 189             6        Typ          2          TA     Detchd        1979
## 190             5        Typ          1          Gd     Attchd        2001
## 191            10       Maj1          2          TA     Detchd        1932
## 192             7        Typ          0        None     Attchd        1972
## 193             6        Typ          0        None     Attchd        1999
## 194             7       Maj1          0        None     Detchd        2004
## 195             5        Typ          0        None     Detchd        1989
## 196             7        Typ          1          TA     Attchd        1976
## 197             8        Typ          1          Gd     Attchd        2007
## 198             8        Typ          1          Ex     Detchd        1918
## 199             8        Typ          0        None       None           0
## 200             7        Typ          1          Gd     Attchd        2004
## 201             5        Typ          0        None     Attchd        2003
## 202             6        Typ          2          Fa     Detchd        1980
## 203             6       Min1          0        None     Attchd        1924
## 204             3        Typ          1          Gd     Attchd        2004
## 205             5        Typ          0        None     Detchd        1948
## 206             5        Typ          0        None     Attchd        1990
## 207             8       Min2          1          TA     Attchd        1962
## 208             6        Typ          1          Po     Attchd        1960
## 209             7        Typ          1          Gd     Attchd        1988
## 210             6        Typ          0        None     Attchd        1964
## 211             5        Typ          0        None       None           0
## 212             6        Typ          0        None     Attchd        2009
## 213             7        Typ          1          TA     Attchd        2009
## 214             5        Typ          0        None     Attchd        1996
## 215             6        Typ          0        None     Attchd        1977
## 216             6       Min1          1          Fa     Attchd        1957
## 217             8        Typ          0        None     Attchd        2004
## 218             8        Typ          0        None     Detchd        1940
## 219             8        Typ          2          TA     Attchd        1939
## 220             5        Typ          0        None     Attchd        2005
## 221             5        Typ          0        None     Attchd        2006
## 222             8        Typ          1          TA    BuiltIn        2002
## 223             6        Typ          1          TA     Attchd        1975
## 224             4        Typ          0        None     Detchd        1989
## 225             8        Typ          1          Ex     Attchd        2003
## 226             6        Typ          0        None     Detchd        1991
## 227             9        Typ          1          TA     Attchd        1995
## 228             5        Typ          0        None     Detchd        1987
## 229             5        Typ          1          Fa     Detchd        1974
## 230             7        Typ          1          TA     Attchd        2005
## 231             6        Typ          0        None     Attchd        1959
## 232             9        Typ          1          TA     Attchd        1995
## 233             5        Typ          1          Po     Attchd        1972
## 234             5        Typ          0        None     Attchd        1976
## 235             8        Typ          2          TA    BuiltIn        2002
## 236             5        Typ          0        None     Detchd        1971
## 237             6        Typ          0        None     Attchd        2004
## 238             7        Typ          0        None     Attchd        1993
## 239             7        Typ          0        None     Attchd        2007
## 240             7        Typ          1          Gd     Detchd        1949
## 241             7        Typ          0        None     Attchd        2008
## 242             4        Typ          0        None       None           0
## 243             6        Typ          0        None     Attchd        1940
## 244             6        Typ          1          TA     Attchd        1980
## 245             8        Typ          2          Fa     Attchd        1994
## 246             6        Typ          1          TA     Attchd        1988
## 247             9        Typ          0        None     Detchd        1910
## 248             5        Typ          1          TA     Attchd        1954
## 249             8        Typ          0        None     Attchd        2003
## 250             7        Typ          2          TA     Attchd        1958
## 251             6        Mod          0        None       None           0
## 252             5        Typ          1          Gd     Attchd        2006
## 253             6        Typ          0        None     Attchd        2004
## 254             7       Min1          0        None     Attchd        1964
## 255             5        Typ          0        None     Attchd        1957
## 256             8        Typ          1          TA    BuiltIn        1999
## 257             7        Typ          0        None     Attchd        2003
## 258             8        Typ          1          Gd     Attchd        2006
## 259             7        Typ          1          TA     Attchd        2001
## 260             4        Typ          0        None     Detchd        1956
## 261             6        Typ          1          TA     Attchd        1991
## 262            10        Typ          1          Gd    BuiltIn        2007
## 263             6        Typ          1          TA     Attchd        1978
## 264             6        Typ          0        None     Detchd        1974
## 265             4        Typ          0        None     Detchd        1965
## 266             7        Typ          1          TA     Attchd        1981
## 267             8        Typ          1          TA     Attchd        1997
## 268             8        Typ          1          Gd     Detchd        1939
## 269             4        Typ          1          Gd     Detchd        1966
## 270             6        Typ          1          Fa     Attchd        1987
## 271             8        Typ          1          Gd     Attchd        2006
## 272             5        Mod          2          TA     Attchd        1954
## 273             9        Typ          1          Gd     Attchd        1999
## 274             6       Min1          1          Gd     Attchd        1958
## 275             5        Typ          0        None     Attchd        1982
## 276             5        Typ          0        None     Detchd        1978
## 277             7        Typ          0        None     Attchd        2003
## 278             4        Typ          0        None     Detchd        1951
## 279             8        Typ          1          Ex     Attchd        2007
## 280             8        Typ          1          TA     Attchd        1977
## 281             7        Typ          1          TA     Attchd        1989
## 282             5        Typ          0        None     Attchd        2006
## 283             6        Typ          1          Gd     Attchd        2008
## 284             6        Typ          1          Gd     Attchd        2008
## 285             5        Typ          0        None     Attchd        1992
## 286             5        Typ          0        None     Detchd        2006
## 287             7        Typ          1          Gd     Attchd        1962
## 288             5        Typ          0        None       None           0
## 289             5        Typ          0        None     Detchd        1970
## 290             7        Typ          0        None     Detchd        2003
## 291             8        Typ          1          Gd     Attchd        2006
## 292             9        Typ          0        None       None           0
## 293             8       Min2          1          Gd     Attchd        1949
## 294             9        Typ          1          TA     Attchd        1977
## 295             7        Typ          2          Gd     Attchd        1953
## 296             6        Typ          0        None     Detchd        1984
## 297             6        Typ          0        None     Attchd        1950
## 298             7        Typ          1          TA     Detchd        1997
## 299             7        Typ          1          Gd     Attchd        1968
## 300             6        Typ          1          Gd     Attchd        1950
## 301             5        Typ          2          Gd     Attchd        1953
## 302             9        Typ          1          TA    BuiltIn        1998
## 303             6        Typ          1          TA     Attchd        2001
## 304             5        Typ          0        None     Attchd        1975
## 305            10        Typ          1          Ex     Attchd        2003
## 306             8        Typ          0        None     Attchd        2004
## 307             8        Typ          1          TA     Attchd        1990
## 308             6        Typ          0        None       None           0
## 309             4        Typ          0        None     Detchd        1961
## 310             8        Typ          3          Ex     Attchd        2003
## 311             6        Typ          1          TA     Attchd        1993
## 312             5        Typ          1          Gd     Detchd        1948
## 313             5        Typ          1          Gd     Detchd        1939
## 314             8        Typ          2          Gd     Attchd        1965
## 315             6        Typ          1          Gd     Detchd        1925
## 316             6        Typ          1          Gd     Attchd        2004
## 317            10        Typ          1          TA     Attchd        1983
## 318             8        Typ          1          Gd     Attchd        2006
## 319             9        Typ          1          TA     Attchd        1993
## 320             6        Typ          2          TA     Attchd        1980
## 321             9        Typ          0        None     Attchd        2006
## 322            10        Typ          1          Gd    BuiltIn        2004
## 323             8        Typ          1          TA     Attchd        1987
## 324             6        Typ          0        None     Attchd        1955
## 325            11        Typ          1          Gd    BuiltIn        1961
## 326             5        Typ          0        None     Detchd        1941
## 327             6        Typ          2          Gd     Attchd        1993
## 328             7        Typ          0        None     Attchd        1960
## 329            10        Typ          0        None     Detchd        1930
## 330             6        Typ          0        None     Detchd        1920
## 331            10        Typ          0        None     Detchd        2002
## 332             6        Typ          0        None     Attchd        1958
## 333             7        Typ          1          Gd     Attchd        2003
## 334             6        Typ          1          Gd     Attchd        2004
## 335             7        Typ          2          TA     Attchd        1998
## 336             7        Typ          2          Gd     Attchd        1965
## 337             8        Typ          1          Gd     Attchd        2005
## 338             7        Typ          0        None     Attchd        2002
## 339             8        Typ          0        None     Attchd        1984
## 340             6        Typ          0        None     Attchd        1958
## 341             9        Typ          0        None     Attchd        2002
## 342             4        Typ          0        None    CarPort        1950
## 343             6        Typ          0        None     Detchd        1949
## 344             6        Typ          1          Ex     Attchd        2005
## 345             4        Typ          0        None     Attchd        1976
## 346             6        Typ          1          Gd     Detchd        1939
## 347             5        Typ          0        None     Attchd        1960
## 348             6        Typ          2          Gd     Attchd        1960
## 349             6        Typ          0        None    BuiltIn        2003
## 350            10        Typ          2          Ex     Attchd        2006
## 351             6        Typ          1          Gd     Attchd        2007
## 352             6        Typ          1          TA     Attchd        1986
## 353             5        Typ          0        None     Detchd        1941
## 354             5        Typ          0        None     Detchd        2005
## 355             6        Typ          2          Gd     Attchd        1940
## 356             6        Typ          0        None     Attchd        1995
## 357             6        Typ          0        None     Attchd        1992
## 358             6        Typ          1          Po     Attchd        1976
## 359             6       Min2          0        None    BuiltIn        1958
## 360             7        Typ          1          TA     Attchd        1998
## 361             5        Typ          1          TA     Attchd        1978
## 362             8        Typ          0        None     Detchd        1940
## 363             7        Typ          1          Ex    BuiltIn        2003
## 364             5        Typ          0        None     Detchd        1972
## 365             6        Typ          1          TA     Attchd        1976
## 366             6        Typ          0        None     Detchd        1964
## 367             6        Typ          2          Gd     Attchd        1963
## 368             6        Typ          1          Gd    Basment        1962
## 369             7        Typ          1          Gd     Attchd        1954
## 370             7        Typ          1          Gd     Detchd        1997
## 371             7        Typ          1          TA     Attchd        2000
## 372             7       Min2          1          Gd     Detchd        1991
## 373             4        Typ          0        None     Attchd        1984
## 374             5       Min2          0        None     Attchd        1953
## 375             8        Typ          1          Gd    BuiltIn        2003
## 376             4       Maj1          0        None       None           0
## 377             5        Typ          0        None     Detchd        1998
## 378             8        Typ          1          Gd     Attchd        2004
## 379             8        Typ          1          Ex     Attchd        2010
## 380             7        Typ          1          TA     Attchd        2000
## 381             6        Typ          1          Gd     Detchd        1924
## 382             5        Typ          1          Gd     Attchd        2006
## 383             8        Typ          0        None     Attchd        2006
## 384             5        Typ          0        None     Detchd        1950
## 385             9        Typ          2          Fa     Attchd        1992
## 386             6        Typ          1          TA     Attchd        2004
## 387             8        Typ          0        None       None           0
## 388             6        Typ          1          Fa     Detchd        1977
## 389             6        Typ          0        None     Attchd        1999
## 390             9        Typ          1          Ex    BuiltIn        2008
## 391             7        Typ          0        None     Detchd        1978
## 392             7        Typ          1          TA    BuiltIn        2001
## 393             5        Typ          0        None     Attchd        1959
## 394             4        Typ          2          TA       None           0
## 395             5        Typ          0        None     Detchd        1940
## 396             6        Typ          0        None     Attchd        1956
## 397             6        Typ          0        None     Detchd        1985
## 398             8        Typ          1          TA     Attchd        1962
## 399             6       Maj2          0        None     Detchd        1920
## 400             7        Typ          0        None     Attchd        2007
## 401             4        Typ          2          Gd     Attchd        1996
## 402             6        Typ          1          Gd     Attchd        2005
## 403             4        Typ          0        None     Detchd        1940
## 404            10        Typ          1          TA    BuiltIn        1998
## 405             7        Typ          1          TA    BuiltIn        1995
## 406             8       Min1          1          TA     Attchd        1993
## 407             6       Maj2          0        None     Detchd        1936
## 408             8        Typ          0        None     Attchd        1960
## 409             9        Typ          1          Gd     Attchd        2006
## 410             8        Typ          1          Gd     Attchd        2008
## 411             5        Mod          0        None     Attchd        1958
## 412             5        Typ          0        None     Attchd        1955
## 413             7        Typ          1          Gd     Attchd        2009
## 414             5        Typ          1          Gd     Detchd        1927
## 415             9        Typ          1          TA     Attchd        1993
## 416             6        Typ          0        None     Attchd        2007
## 417             6        Typ          1          TA     Attchd        1978
## 418            10        Typ          1          Gd     Detchd        1918
## 419             7        Typ          0        None     Detchd        1940
## 420             6        Typ          1          Fa     Attchd        1968
## 421             8        Typ          0        None     Attchd        1997
## 422             8        Typ          1          TA     Attchd        1977
## 423             4        Typ          0        None     Attchd        1954
## 424             8        Typ          1          TA     Attchd        1998
## 425             6        Typ          1          Gd     Attchd        1956
## 426             6        Typ          2          Gd     Detchd        1947
## 427             5        Typ          1          TA     Attchd        1989
## 428             5        Typ          0        None     Detchd        1964
## 429             6        Typ          0        None     Attchd        2007
## 430             6        Typ          1          TA     Attchd        1988
## 431             4        Typ          0        None     Detchd        1971
## 432             7        Typ          0        None       None           0
## 433             6       Min1          0        None     Detchd        1971
## 434             7        Typ          1          TA     Attchd        1997
## 435             3        Typ          0        None       None           0
## 436             6        Typ          1          TA     Attchd        1996
## 437             6        Typ          0        None     Detchd        1990
## 438             4        Typ          0        None     Detchd        1926
## 439             4        Typ          1          Gd     Detchd        1990
## 440             7        Typ          0        None     Detchd        2005
## 441            10        Typ          2          Gd     Attchd        2008
## 442             8        Typ          0        None       None           0
## 443             8        Typ          1          Gd     Detchd        1930
## 444             6        Typ          1          Gd     Attchd        2007
## 445             8        Typ          1          TA     Attchd        1994
## 446             7        Typ          1          Gd     Attchd        1956
## 447             6        Mod          1          Gd     Attchd        1966
## 448            10        Typ          1          TA     Attchd        1998
## 449             7        Typ          1          Gd     Detchd        1937
## 450             6        Typ          0        None     Detchd        1981
## 451             5        Typ          0        None     Detchd        1932
## 452             5        Typ          2          TA     Attchd        1975
## 453             7        Typ          0        None     Attchd        1996
## 454             6        Typ          0        None     Attchd        2008
## 455             8        Typ          0        None     Detchd        1976
## 456             6        Typ          1          TA     Attchd        1973
## 457             7        Typ          0        None     Detchd        1916
## 458             6       Min1          2          Gd     Attchd        1954
## 459             7        Typ          1          Gd     Detchd        1925
## 460             5        Typ          1          TA     Detchd        1950
## 461             8        Typ          0        None    BuiltIn        2009
## 462             6        Typ          0        None     Detchd        1971
## 463             5        Typ          1          Po     Detchd        1965
## 464             6        Typ          1          Gd     Detchd        1939
## 465             5        Typ          0        None       None           0
## 466             6        Typ          1          TA     Attchd        2004
## 467             5        Typ          1          Po     Attchd        1970
## 468             7        Typ          2          Gd     Attchd        1942
## 469             7        Typ          1          Gd     Attchd        2006
## 470             7        Typ          0        None     Attchd        1993
## 471             4        Typ          0        None     Attchd        1985
## 472             8        Typ          1          Gd     Attchd        1977
## 473             5        Typ          0        None    Basment        2005
## 474             7        Typ          1          Ex     Attchd        2006
## 475             6        Typ          0        None     Attchd        2000
## 476             5        Typ          0        None     Detchd        1996
## 477             7        Typ          1          TA     Attchd        1997
## 478             9        Typ          1          Gd    BuiltIn        2006
## 479             7        Typ          1          Gd     Attchd        2007
## 480             7        Typ          0        None     Detchd        1995
## 481             8        Typ          1          Gd     Attchd        2004
## 482             6        Typ          1          Gd     Attchd        2003
## 483             7       Min2          1          Gd     Attchd        1915
## 484             5        Typ          0        None     Attchd        1998
## 485             6        Typ          0        None     Detchd        1963
## 486             5        Typ          1          Gd     Attchd        1950
## 487             6        Typ          0        None     Attchd        1965
## 488             7        Typ          1          TA     Attchd        1971
## 489            10        Mod          1          Gd     Attchd        1970
## 490             3        Typ          0        None     Attchd        1970
## 491             4        Typ          1          Gd    BuiltIn        1976
## 492             5        Typ          2          TA     Attchd        1941
## 493             8        Typ          0        None     Attchd        2006
## 494             6        Typ          1          Fa     Detchd        1964
## 495             4        Typ          0        None     Attchd        1938
## 496             4        Typ          0        None       None           0
## 497            10        Typ          1          Gd     Attchd        1992
## 498             8        Typ          0        None     Detchd        1925
## 499             5        Typ          0        None     Attchd        1967
## 500             5        Typ          0        None     Attchd        1958
## 501             7        Typ          0        None     Detchd        1973
## 502             7        Typ          0        None     Attchd        2005
## 503             6        Typ          0        None     Detchd        1965
## 504             6        Typ          2          TA     Attchd        1959
## 505             6        Typ          1          Fa     Attchd        1974
## 506            10        Typ          0        None     Detchd        1952
## 507             8        Typ          1          TA     Attchd        1993
## 508             4        Typ          0        None     Attchd        2009
## 509             7        Typ          1          Gd     Detchd        1928
## 510             6        Typ          0        None     Attchd        1959
## 511             6       Min1          2          TA    CarPort        1951
## 512             6        Typ          1          Gd     Attchd        2005
## 513             5        Typ          0        None     Detchd        1964
## 514             5        Typ          0        None     Attchd        1983
## 515             5        Typ          0        None     Detchd        1926
## 516             9        Typ          1          Gd     Attchd        2009
## 517             7        Typ          1          TA     Attchd        1972
## 518             7        Typ          1          TA     Attchd        1996
## 519             7        Typ          0        None     Attchd        1998
## 520             9        Typ          2          Gd     Detchd        1926
## 521             7        Typ          0        None       None           0
## 522             6        Typ          2          Gd     Attchd        1957
## 523             7        Typ          2          Gd     Detchd        1950
## 524             8        Typ          1          TA     Attchd        1996
## 525             6        Typ          1          TA     Attchd        2005
## 526             4        Typ          0        None     Attchd        1956
## 527            11        Typ          1          Gd     Attchd        2008
## 528             5        Typ          0        None       None           0
## 529             9       Maj1          2          TA     Attchd        1975
## 530             5        Typ          1          Fa     Attchd        1988
## 531             6        Typ          0        None     Detchd        1920
## 532             5        Mod          1          Po     Detchd        1967
## 533             2        Typ          0        None       None           0
## 534             6        Typ          1          Gd     Attchd        2004
## 535             5        Typ          0        None       None           0
## 536             8        Typ          0        None     Attchd        1998
## 537             5        Typ          0        None     Detchd        1980
## 538             7        Typ          1          Fa     Attchd        1968
## 539             6        Typ          1          TA     Attchd        2001
## 540             8        Typ          1          Gd     Attchd        2006
## 541             8        Typ          1          TA    BuiltIn        2000
## 542             7       Maj1          1          TA     Attchd        1998
## 543             4        Typ          0        None     Attchd        1998
## 544             7        Typ          1          Gd     Attchd        2006
## 545             9        Typ          0        None     Attchd        1988
## 546             6        Typ          1          Gd     Detchd        1950
## 547             5        Typ          0        None     Detchd        1987
## 548             4        Typ          0        None     Detchd        1963
## 549             8        Typ          1          Gd    BuiltIn        2003
## 550             4        Typ          0        None     Attchd        1977
## 551             5        Typ          0        None     Attchd        1957
## 552             7        Typ          1          Gd     Attchd        2006
## 553             5        Typ          0        None     Detchd        2002
## 554             8        Typ          1          Gd    BuiltIn        2003
## 555             5        Typ          1          Gd     Detchd        1922
## 556             6        Typ          1          TA     Attchd        1957
## 557             7        Typ          0        None    CarPort        1994
## 558             6        Typ          1          TA     Attchd        1996
## 559             7        Typ          1          TA     Attchd        2003
## 560             5        Mod          1          Gd     Detchd        1957
## 561             6        Typ          1          TA     Attchd        1975
## 562             6        Typ          1          Gd       None           0
## 563             8        Typ          1          Gd     Detchd        1955
## 564             9        Typ          1          TA     Attchd        1992
## 565             6        Typ          0        None     Detchd        1920
## 566            11        Typ          1          Gd    BuiltIn        2005
## 567             7        Typ          0        None     Attchd        2004
## 568             5       Min2          1          Gd    BuiltIn        1983
## 569             4        Typ          2          TA     Detchd        1979
## 570            10        Typ          0        None     Detchd        1987
## 571             4        Typ          0        None     Attchd        1959
## 572             6        Typ          0        None     Attchd        2009
## 573             8        Typ          1          TA    BuiltIn        2000
## 574             5        Typ          0        None    BuiltIn        1971
## 575             6        Typ          0        None     Detchd        1947
## 576             6        Typ          1          Gd     Detchd        1928
## 577             6        Typ          2          Fa     Attchd        1966
## 578             5        Typ          0        None     Detchd        2007
## 579             7        Typ          0        None     Attchd        1954
## 580             7        Typ          2          Gd     Attchd        1960
## 581             8        Typ          1          Gd     Attchd        2009
## 582             5        Typ          0        None       None           0
## 583             9        Typ          1          Gd     Detchd        1988
## 584             6        Typ          0        None     Detchd        1935
## 585             7        Typ          2          Gd     Attchd        2005
## 586             5        Typ          0        None     Detchd        1961
## 587             4        Typ          0        None     Detchd        1996
## 588             5        Typ          2          Gd     Attchd        1968
## 589             4        Typ          0        None     Detchd        1988
## 590             6        Typ          0        None     Attchd        2004
## 591            10        Typ          1          Gd    BuiltIn        2008
## 592             4        Typ          0        None     Detchd        1985
## 593             4        Typ          0        None     Attchd        2003
## 594             5        Typ          0        None     Detchd        1981
## 595             7        Typ          1          TA     Attchd        2005
## 596             7        Typ          0        None     Detchd        1930
## 597             7        Typ          1          Gd     Attchd        2006
## 598             7        Typ          1          TA     Attchd        1977
## 599             6        Typ          1          TA     Attchd        1980
## 600             8        Typ          1          Gd    BuiltIn        2003
## 601             6        Typ          1          Gd     Detchd        1979
## 602             8        Typ          1          TA     Attchd        1992
## 603             4        Typ          0        None     Detchd        2004
## 604             6        Typ          1          TA     Attchd        2002
## 605             7        Typ          3          Fa     Attchd        1965
## 606             6        Typ          0        None     Detchd        2000
## 607             8        Typ          0        None     Attchd        1948
## 608            10        Typ          2          Gd    Basment        1934
## 609             5        Typ          0        None     Attchd        1961
## 610             8        Typ          2          Ex     Attchd        2000
## 611             6        Typ          1          TA     Attchd        1978
## 612             7        Typ          1          TA    BuiltIn        2001
## 613             6        Typ          0        None       None           0
## 614             3        Typ          0        None       None           0
## 615             6        Typ          0        None     Attchd        1963
## 616             7        Typ          1          Gd     Attchd        2002
## 617             4        Typ          0        None     Detchd        1962
## 618             9        Typ          1          Gd     Attchd        2007
## 619            10        Typ          2          Gd     Attchd        2003
## 620             5        Typ          0        None       None           0
## 621             9        Typ          1          TA     Attchd        1974
## 622             6        Typ          0        None     Detchd        1986
## 623             4        Typ          1          TA     Detchd        2000
## 624             8       Min2          1          TA     Attchd        1972
## 625             5        Typ          0        None     Attchd        1962
## 626             6       Min1          1          TA     Attchd        1960
## 627             7        Typ          2          Gd    Basment        1955
## 628             9        Typ          2          TA     Attchd        1969
## 629             6        Typ          0        None     Attchd        1964
## 630             8        Typ          0        None     Detchd        1937
## 631             6        Typ          1          Gd     Attchd        2006
## 632             6        Typ          1          TA     Attchd        1977
## 633             6        Typ          0        None     Attchd        1954
## 634             4        Typ          0        None     Detchd        1980
## 635            14        Typ          0        None       None           0
## 636             4       Maj1          1          Po       None           0
## 637             7        Typ          0        None    BuiltIn        1954
## 638             4        Typ          0        None       None           0
## 639             7        Typ          1          Gd     Attchd        2006
## 640             6        Typ          1          Gd     Attchd        2003
## 641             7        Typ          1          TA     Attchd        2001
## 642             9        Typ          3          TA     Attchd        1972
## 643             7       Min1          0        None     Attchd        1969
## 644             7        Typ          1          Gd     Attchd        2009
## 645             5        Typ          0        None     Detchd        1979
## 646             7       Min1          0        None     Detchd        1950
## 647             5        Typ          2          Gd     Attchd        1953
## 648             7        Typ          1          TA     Attchd        1966
## 649             3        Typ          0        None       None           0
## 650             7        Typ          0        None     Attchd        2007
## 651             7        Typ          1          Gd     Detchd        1940
## 652             7        Typ          1          TA     Attchd        1996
## 653             7        Typ          0        None     Detchd        1906
## 654             7        Typ          1          TA     Attchd        1995
## 655             6        Typ          0        None     Detchd        1971
## 656             5        Typ          0        None     Attchd        1959
## 657             6        Typ          1          Gd     Attchd        1931
## 658             6        Typ          1          Gd     Attchd        1948
## 659             7        Typ          0        None     Detchd        1968
## 660             7        Typ          1          TA     Attchd        1976
## 661             8        Typ          1          TA     Attchd        1994
## 662             5       Maj2          2          TA     Attchd        1968
## 663             6        Typ          0        None     Detchd        1974
## 664             8        Typ          1          Ex     Attchd        2005
## 665             7        Typ          1          TA     Attchd        2000
## 666             7        Sev          1          Po    CarPort        1965
## 667             7        Typ          1          Fa     Attchd        1994
## 668             6       Min2          1          TA     Detchd        1999
## 669             5        Typ          1          Gd     Detchd        1922
## 670             7        Typ          0        None     Attchd        2005
## 671             6        Typ          0        None     Detchd        1930
## 672             6        Typ          1          TA     Attchd        1977
## 673             7        Typ          2          TA     Attchd        1957
## 674             5        Typ          1          Gd     Attchd        1965
## 675             7        Typ          1          TA     Attchd        1978
## 676             8       Min2          0        None     2Types        1920
## 677             5        Typ          0        None     Detchd        1924
## 678             7        Typ          1          Gd     Attchd        2008
## 679             5        Typ          0        None     Detchd        1963
## 680             5        Typ          1          TA     Attchd        1980
## 681             6        Typ          0        None     Detchd        1968
## 682             6        Typ          1          Gd     Attchd        1996
## 683             7        Typ          1          TA     Attchd        2002
## 684             7        Typ          0        None     Attchd        1998
## 685             6       Min1          1          TA     Attchd        1984
## 686             7        Typ          0        None     Attchd        2007
## 687             4        Typ          0        None     Detchd        2004
## 688             7        Typ          1          Gd     Attchd        2007
## 689             6        Typ          1          Gd     Attchd        2005
## 690             3        Typ          1          TA     Attchd        2004
## 691            10        Typ          2          Ex     Attchd        1994
## 692             9        Typ          2          Gd     Attchd        1989
## 693             4        Typ          0        None     Detchd        1968
## 694             5        Typ          0        None     Detchd        1995
## 695             5        Typ          1          TA     Attchd        1987
## 696             4        Typ          0        None     Detchd        1921
## 697             6        Typ          0        None     Detchd        1952
## 698             5        Typ          1          Gd     Detchd        1973
## 699             5        Typ          0        None     Attchd        2004
## 700             7        Typ          1          Gd     Attchd        2002
## 701             6        Typ          0        None     Attchd        1969
## 702            10        Typ          1          Gd    BuiltIn        2006
## 703             8        Typ          1          Po     Detchd        1999
## 704             7        Typ          0        None     Attchd        2004
## 705             7        Mod          0        None       None           0
## 706             5        Typ          2          TA     Attchd        1971
## 707             6        Typ          1          Gd     Attchd        2006
## 708             8        Typ          1          Gd     Attchd        2007
## 709             6        Typ          0        None     Attchd        1966
## 710             5       Maj2          0        None       None           0
## 711             7        Typ          0        None     Detchd        1964
## 712             5        Typ          1          Gd     Attchd        1988
## 713             6        Typ          0        None     Detchd        1970
## 714             6        Typ          0        None     Attchd        1976
## 715             7        Typ          1          TA     Attchd        1974
## 716             8        Typ          0        None     Detchd        1996
## 717             5        Typ          1          Fa     Attchd        1973
## 718             9        Typ          1          TA     Attchd        1993
## 719             5        Typ          1          Po     Attchd        1969
## 720             5        Typ          1          TA     Attchd        1985
## 721             3        Typ          0        None     Attchd        2004
## 722             5        Typ          0        None     Detchd        1994
## 723             7        Typ          0        None     Detchd        1958
## 724             8        Typ          1          Gd     Attchd        2007
## 725             5        Typ          0        None     Detchd        1989
## 726             5        Typ          1          Gd     Attchd        1988
## 727             6        Typ          0        None     Attchd        2007
## 728             9        Typ          0        None     Detchd        1968
## 729             5        Typ          0        None     Detchd        1962
## 730             5        Typ          1          TA     Attchd        1995
## 731             6        Typ          1          Gd     Attchd        2003
## 732             8        Typ          1          TA     Attchd        1998
## 733             6        Typ          1          TA     Attchd        1961
## 734             6        Typ          0        None     Attchd        1968
## 735             6        Typ          2          TA     Detchd        1914
## 736             6        Typ          0        None     Detchd        1949
## 737             8        Typ          1          Gd     Attchd        2005
## 738             5        Typ          0        None       None           0
## 739             7        Typ          0        None     Attchd        2004
## 740             7        Typ          0        None     Detchd        1910
## 741             5        Typ          0        None     Detchd        1962
## 742             6        Typ          0        None     Attchd        2000
## 743             6       Min2          1          TA     Attchd        1997
## 744             5        Typ          1          TA     Attchd        1993
## 745            11        Typ          2          TA    BuiltIn        1994
## 746             8        Typ          1          TA    BuiltIn        2000
## 747             8        Typ          1          Gd     Detchd        1950
## 748             7        Typ          1          TA     Attchd        1996
## 749             9        Mod          0        None     Detchd        1945
## 750             7       Min2          0        None       None           0
## 751             6        Typ          0        None     Attchd        2003
## 752             6        Typ          0        None     Attchd        1997
## 753             8        Typ          1          Gd     Attchd        2005
## 754             5        Typ          0        None     Detchd        1969
## 755             6        Typ          0        None     Detchd        1999
## 756             7        Typ          0        None     Attchd        2007
## 757             6        Typ          1          TA     Attchd        1978
## 758             6        Typ          0        None     Detchd        1999
## 759             9        Typ          1          TA     Attchd        1995
## 760             5        Typ          0        None     Detchd        2008
## 761             5       Min1          0        None     Detchd        1965
## 762             7        Typ          0        None     Attchd        2009
## 763             8        Typ          1          Gd     Attchd        1999
## 764             6        Typ          1          Gd     Attchd        1995
## 765             6        Typ          1          Gd     Attchd        2008
## 766             7        Typ          1          TA     Attchd        1988
## 767             7        Mod          0        None     Attchd        1989
## 768             8        Typ          1          Gd     Attchd        2004
## 769            12        Mod          1          Gd    BuiltIn        2003
## 770             5        Typ          0        None     Detchd        1983
## 771             6        Typ          0        None     Detchd        1951
## 772             6        Typ          1          TA     Detchd        1976
## 773             5        Typ          0        None     Attchd        1958
## 774             9        Typ          1          Gd     Attchd        2006
## 775             5        Typ          0        None     Attchd        1998
## 776             7        Typ          0        None     Attchd        2005
## 777             5        Typ          1          Fa     Attchd        1974
## 778            10        Typ          2          TA     Detchd        1977
## 779             4        Typ          0        None     Attchd        1977
## 780             6        Typ          1          TA     Attchd        1995
## 781             7        Typ          0        None     Attchd        1992
## 782             6        Typ          0        None     Attchd        2001
## 783             4        Typ          1          TA     Attchd        1978
## 784             9        Typ          1          Gd       None           0
## 785             7        Typ          1          Gd     Attchd        1967
## 786             7        Typ          0        None     Detchd        1961
## 787             8        Typ          0        None    BuiltIn        2004
## 788             4        Typ          0        None     Detchd        1954
## 789             9        Typ          0        None     Attchd        1966
## 790             5        Typ          1          Gd     Attchd        2005
## 791             5        Typ          2          TA     Attchd        1976
## 792             8        Typ          1          TA     Attchd        1997
## 793             7        Typ          0        None     Attchd        2007
## 794             7        Typ          1          TA     Attchd        1994
## 795             7        Typ          1          TA     Attchd        1980
## 796             7        Typ          1          TA     Attchd        1977
## 797             4        Typ          0        None     Attchd        1953
## 798            11        Typ          2          Gd    BuiltIn        2009
## 799             7        Typ          2          TA     Detchd        1939
## 800             8        Typ          0        None     Attchd        1997
## 801             5        Typ          0        None     Detchd        1957
## 802             7        Typ          1          Gd     Attchd        2005
## 803            12        Typ          1          Gd    BuiltIn        2009
## 804             5       Min1          0        None     Attchd        1954
## 805             6        Typ          0        None     Attchd        2008
## 806             6        Typ          0        None     Attchd        1967
## 807             6        Typ          1          TA     Attchd        1923
## 808             6        Typ          1          Gd     Attchd        1966
## 809            11        Typ          0        None     Detchd        1910
## 810             5        Typ          1          Fa     Attchd        1974
## 811             4        Typ          1          Gd     Attchd        2004
## 812             4        Typ          0        None    Basment        1952
## 813             7        Typ          0        None     Attchd        1958
## 814             7        Typ          0        None     Detchd        1955
## 815             6        Typ          0        None     Attchd        1998
## 816             4        Typ          1          Gd     Attchd        1954
## 817             7        Typ          2          Gd     Attchd        2002
## 818             6        Typ          0        None     Attchd        1971
## 819             6        Typ          1          Gd     Attchd        2010
## 820             6        Typ          0        None     Attchd        2003
## 821             4       Min2          0        None     Detchd        1974
## 822             7        Typ          1          Gd    BuiltIn        2003
## 823             7        Typ          1          Gd     Detchd        1940
## 824             7        Typ          1          Gd     Attchd        2006
## 825             7        Typ          1          Gd     Attchd        2007
## 826             5        Typ          0        None       None           0
## 827             6        Typ          1          TA     Attchd        2001
## 828             7       Min2          0        None     Attchd        1967
## 829             4        Typ          0        None     Detchd        2005
## 830             6        Typ          2          Gd     Attchd        1957
## 831             4        Typ          0        None     Detchd        2005
## 832             7        Typ          1          TA     Attchd        2003
## 833             6        Typ          0        None     Attchd        1964
## 834             6        Typ          0        None     Attchd        1961
## 835             4       Min2          0        None     Attchd        1996
## 836             5       Min2          0        None     Detchd        1948
## 837             5        Typ          0        None     Detchd        1973
## 838             6        Typ          0        None     Attchd        1999
## 839             6        Typ          0        None     Detchd        1946
## 840             7        Typ          0        None     Detchd        1934
## 841             8        Typ          1          Po     Detchd        1983
## 842             6        Typ          0        None     Attchd        1966
## 843            10        Typ          0        None       None           0
## 844             7        Typ          1          Gd     Detchd        1949
## 845             6       Min2          2          TA    Basment        1975
## 846             7        Typ          1          TA     Attchd        1993
## 847             5        Typ          1          Fa     Attchd        1972
## 848            10        Typ          1          Gd     Detchd        1908
## 849             7        Typ          1          TA     Attchd        1976
## 850             3        Typ          0        None     Attchd        2003
## 851             7        Typ          1          TA     Attchd        2003
## 852             7        Typ          2          Gd     Detchd        1941
## 853             7        Typ          1          Fa     Attchd        1964
## 854             6        Typ          1          Gd     Attchd        1955
## 855             6        Typ          0        None     Detchd        1962
## 856             5        Typ          0        None     Detchd        1981
## 857             6        Typ          1          TA     Attchd        1994
## 858             6        Typ          1          TA     Attchd        1976
## 859             9        Typ          1          Gd     Attchd        1968
## 860             7        Typ          1          Gd     Detchd        1925
## 861             6        Typ          0        None     Attchd        1965
## 862             6        Typ          0        None     Attchd        1986
## 863             6        Typ          0        None     Attchd        1959
## 864             6        Typ          0        None     Attchd        2008
## 865             5        Typ          0        None     Detchd        1973
## 866             6        Typ          1          Gd     Attchd        2007
## 867             5        Typ          0        None     Attchd        1961
## 868             7        Typ          1          TA     Attchd        1979
## 869             8        Typ          1          TA     Attchd        1993
## 870             5        Typ          0        None     Detchd        1962
## 871             7        Typ          0        None     Attchd        1998
## 872             5        Typ          0        None     Attchd        1953
## 873             6        Typ          1          Gd     Attchd        1949
## 874             5        Typ          0        None     Detchd        1941
## 875            11        Typ          1          Gd    BuiltIn        2007
## 876             5        Typ          0        None     Attchd        1963
## 877            10        Typ          1          Gd     Attchd        2004
## 878             6       Min2          0        None     Detchd        1987
## 879             6        Typ          0        None     Attchd        1978
## 880             5        Typ          0        None     Attchd        2005
## 881             7        Typ          1          TA     Attchd        1990
## 882             7        Typ          1          TA    BuiltIn        1993
## 883            10        Typ          0        None     Detchd        1997
## 884             5        Typ          0        None     Attchd        1967
## 885             5        Typ          1          TA     Attchd        1999
## 886             8        Typ          0        None     Attchd        2005
## 887             8        Typ          0        None     Attchd        1955
## 888             8        Typ          1          TA     Attchd        1970
## 889             6        Typ          1          TA     Attchd        1953
## 890             6        Typ          1          Po     Detchd        2003
## 891             7        Typ          1          TA     Attchd        1978
## 892             6        Typ          0        None     Attchd        1963
## 893             6        Typ          1          Gd     Attchd        1954
## 894             8        Typ          0        None     Attchd        1979
## 895             8        Typ          1          TA     Attchd        1963
## 896             6        Typ          0        None     Detchd        1936
## 897            12        Typ          0        None     Detchd        1979
## 898            11        Typ          2          Gd     Attchd        2009
## 899             6        Typ          1          TA     Attchd        1961
## 900             4        Typ          0        None     Detchd        1979
## 901             5        Typ          0        None     Detchd        1968
## 902             8        Typ          1          Gd     Attchd        2003
## 903             7        Typ          1          Gd     Attchd        2006
## 904             6        Typ          0        None     Attchd        1967
## 905             6        Typ          0        None     Attchd        1954
## 906             8        Typ          1          Gd     Attchd        2006
## 907             6        Typ          1          Gd     Attchd        1936
## 908             5        Typ          0        None     Attchd        1983
## 909             8        Typ          1          Gd     Attchd        2005
## 910            12        Typ          0        None     Detchd        1960
## 911             5        Typ          0        None     Detchd        1978
## 912             6       Min1          0        None     Detchd        1925
## 913             8        Typ          0        None     2Types        1949
## 914             4        Typ          0        None     Detchd        2009
## 915             6        Typ          0        None     Attchd        1970
## 916             4        Typ          0        None     Detchd        1958
## 917             6        Typ          0        None     Attchd        1956
## 918             8        Typ          1          TA     Attchd        1991
## 919             6       Min1          1          TA     Attchd        1990
## 920             7        Typ          0        None     Attchd        1994
## 921             9        Typ          0        None       None           0
## 922             6        Typ          1          Gd     Attchd        2005
## 923             5        Typ          1          Fa     Attchd        1993
## 924             7        Typ          1          TA     Attchd        1980
## 925             6        Typ          0        None     Attchd        1977
## 926            10        Typ          1          Gd    BuiltIn        2003
## 927             9        Typ          1          Gd     Attchd        1968
## 928             7        Typ          1          TA     Attchd        2001
## 929             8        Typ          1          TA    BuiltIn        1997
## 930             7        Typ          0        None     Attchd        2007
## 931             5        Typ          0        None     Detchd        1965
## 932             8        Typ          1          Gd     Attchd        2006
## 933             6        Typ          0        None     Attchd        2004
## 934             9        Typ          1          Gd     Attchd        1960
## 935             5        Typ          0        None     Detchd        1953
## 936             5        Typ          0        None     Attchd        2003
## 937             8        Typ          1          Gd     Attchd        2005
## 938             7        Typ          0        None     Attchd        2006
## 939            10        Typ          2          TA     Attchd        1940
## 940             8        Typ          0        None     Attchd        1976
## 941             8        Typ          1          TA    BuiltIn        1999
## 942             8        Typ          0        None       None           0
## 943             8        Typ          0        None     Attchd        1967
## 944             7        Typ          1          Gd    Basment        1958
## 945             7        Typ          0        None     Detchd        1963
## 946             6        Typ          1          TA     Attchd        1959
## 947             9        Typ          1          Gd     Attchd        2002
## 948             7        Typ          1          TA     Attchd        2002
## 949             5        Typ          1          TA     Attchd        1972
## 950             5        Typ          0        None     Detchd        1980
## 951             6        Typ          0        None     Detchd        1979
## 952             5        Typ          0        None     Detchd        1974
## 953             7       Min2          1          Po     Attchd        1969
## 954             4        Typ          0        None       None           0
## 955             8        Typ          0        None     Attchd        1946
## 956             5        Typ          1          TA     Attchd        1980
## 957             6        Typ          0        None     Detchd        1977
## 958             6        Typ          0        None     Attchd        2003
## 959             6        Typ          0        None     Detchd        1999
## 960             4        Typ          0        None       None           0
## 961            11        Typ          1          TA     Attchd        1977
## 962             7        Typ          1          TA     Detchd        1976
## 963             7        Typ          0        None     Attchd        2007
## 964             8        Typ          1          Gd    BuiltIn        2002
## 965             8        Typ          1          Gd     Attchd        2005
## 966             7       Min2          2          TA     Detchd        1940
## 967             6        Typ          0        None     Attchd        1955
## 968             6        Typ          0        None       None           0
## 969             6        Typ          0        None     Attchd        1958
## 970             6        Typ          0        None       None           0
## 971             6        Typ          0        None    BuiltIn        2003
## 972             5        Typ          1          TA     Attchd        1979
## 973             6        Typ          0        None     Attchd        2007
## 974             8        Typ          0        None     Detchd        1997
## 975             6        Typ          0        None     Detchd        2000
## 976             4        Typ          0        None       None           0
## 977             4        Typ          0        None     Attchd        2007
## 978             5        Typ          0        None     Detchd        1999
## 979             5        Typ          0        None     Detchd        1963
## 980             6        Typ          0        None     Attchd        1961
## 981             8        Typ          1          TA     Attchd        1998
## 982             6        Typ          1          Gd     Attchd        2007
## 983             9        Typ          1          Gd     Attchd        2002
## 984             8        Typ          0        None     Attchd        1977
## 985             5        Typ          0        None     Detchd        1950
## 986             5        Typ          0        None     Attchd        1950
## 987             8        Typ          1          Gd     Attchd        2010
## 988             8        Typ          1          TA     Attchd        1976
## 989             6        Typ          0        None     Attchd        2006
## 990             7        Typ          1          TA     Attchd        1997
## 991             8        Typ          1          Gd     Attchd        1925
## 992             7        Typ          1          Fa     Attchd        1964
## 993             6        Typ          0        None     Attchd        2005
## 994             7        Typ          1          Gd     Attchd        2008
## 995             5        Typ          0        None     Detchd        1946
## 996             6        Typ          0        None     Attchd        1961
## 997             6        Typ          1          TA     Attchd        1970
## 998             6        Typ          1          Gd     Detchd        1922
## 999             6        Typ          0        None     Attchd        2006
## 1000            4       Min1          0        None     Detchd        1956
## 1001            4        Typ          0        None     Detchd        1920
## 1002            7        Typ          1          Gd     Attchd        2006
## 1003            8        Typ          0        None     Detchd        1976
## 1004            7        Typ          1          Gd     Attchd        2005
## 1005            6        Typ          0        None     Attchd        1977
## 1006            7        Typ          1          TA     Attchd        1970
## 1007            6        Typ          0        None     Attchd        1970
## 1008            7        Typ          1          Gd     Attchd        2004
## 1009            7        Typ          0        None       None           0
## 1010            7        Typ          1          Gd     Attchd        1948
## 1011            8        Typ          0        None       None           0
## 1012            7        Typ          2          TA     Detchd        1923
## 1013            4       Maj2          0        None     Detchd        1956
## 1014            5        Typ          1          Gd     Detchd        1948
## 1015            6        Typ          0        None     Attchd        2001
## 1016            6        Typ          1          TA     Attchd        1996
## 1017            4        Typ          1          Ex     Attchd        1984
## 1018            7        Typ          1          TA     Attchd        1991
## 1019            6        Typ          1          Gd     Attchd        2005
## 1020            5        Typ          0        None     Attchd        2005
## 1021            6        Typ          0        None     Attchd        2006
## 1022            6        Typ          0        None     Detchd        1957
## 1023            7        Typ          1          Gd     Attchd        2005
## 1024           10        Typ          1          Gd     Attchd        1976
## 1025            5        Typ          0        None     Detchd        1980
## 1026            6        Typ          2          Gd     Attchd        1960
## 1027            7        Typ          1          Gd     Attchd        2008
## 1028            6        Typ          1          Gd     Attchd        1941
## 1029            7        Typ          0        None     Detchd        1972
## 1030           10        Typ          0        None       None           0
## 1031           12        Typ          2          TA    Basment        1970
## 1032           10        Typ          1          TA     Attchd        1993
## 1033            6        Typ          0        None     Attchd        2002
## 1034            5        Typ          1          Gd    Basment        1938
## 1035            5        Typ          0        None     Detchd        1957
## 1036            6        Typ          1          Ex     Attchd        2008
## 1037            7        Typ          1          TA    BuiltIn        2001
## 1038            6        Typ          1          TA       None           0
## 1039            3        Typ          0        None     Attchd        1970
## 1040            8       Maj1          1          TA     Attchd        1957
## 1041            7        Typ          0        None     Attchd        1966
## 1042            5        Typ          1          Gd     Attchd        2005
## 1043           10        Typ          1          Ex     Attchd        1990
## 1044            9        Typ          1          Gd     Attchd        1981
## 1045            8       Min2          1          Gd     Attchd        1955
## 1046           11        Typ          1          Gd    BuiltIn        2005
## 1047            5        Typ          0        None     Detchd        1996
## 1048            9       Min1          1          TA     Attchd        1960
## 1049            6        Typ          0        None     Detchd        1946
## 1050            6        Typ          0        None     Attchd        2007
## 1051            6        Typ          1          Gd     Attchd        2007
## 1052            9        Typ          1          TA     Attchd        1964
## 1053            7       Min2          1          Gd    Basment        1957
## 1054            7        Typ          1          Gd     Attchd        2002
## 1055            7        Typ          1          TA     Attchd        1976
## 1056            6        Typ          1          Gd     Attchd        2005
## 1057            7        Typ          1          Gd    BuiltIn        1994
## 1058           10        Typ          1          Gd     Attchd        2008
## 1059            7        Typ          1          Gd     Detchd        1977
## 1060            6        Typ          0        None     Attchd        2001
## 1061            6        Typ          0        None     Detchd        1994
## 1062           10       Min2          0        None     Detchd        1945
## 1063            5        Typ          1          Gd     Detchd        1976
## 1064            6        Typ          1          Po     Attchd        1966
## 1065            7        Typ          0        None     Attchd        1996
## 1066            7        Typ          1          TA     Attchd        1993
## 1067            7        Typ          0        None     Attchd        1964
## 1068           10       Maj1          1          Gd     Attchd        1973
## 1069            4        Typ          0        None     Detchd        1985
## 1070            6        Typ          0        None     Attchd        1956
## 1071            8        Typ          0        None     Attchd        1968
## 1072            7        Typ          1          TA     Detchd        1954
## 1073            6        Typ          0        None     Attchd        1977
## 1074            5        Typ          0        None     Attchd        2006
## 1075            6        Typ          2          Gd     Attchd        1940
## 1076            7       Min1          1          TA     Attchd        1950
## 1077            6        Typ          0        None     Attchd        1969
## 1078            3        Typ          1          Gd     Attchd        2004
## 1079            5        Typ          0        None     Attchd        1996
## 1080            5        Typ          0        None     Attchd        1971
## 1081            5        Typ          0        None     Attchd        1963
## 1082            6        Typ          1          Gd     Attchd        2002
## 1083            6        Typ          2          Gd     Attchd        1964
## 1084            6        Typ          1          TA     Attchd        1995
## 1085            5        Typ          0        None     Attchd        1992
## 1086            6        Typ          0        None     Attchd        1973
## 1087            9        Typ          1          Gd     Attchd        2005
## 1088            7       Maj1          0        None     Detchd        2004
## 1089            4        Typ          1          Gd     Attchd        2005
## 1090            6        Typ          0        None     Detchd        1987
## 1091            4        Typ          0        None     Detchd        1999
## 1092            7        Typ          1          Gd     Detchd        1925
## 1093            6        Typ          0        None     Detchd        1977
## 1094            4        Typ          0        None     Attchd        1956
## 1095            6        Typ          1          Gd     Attchd        2006
## 1096            7        Typ          0        None       None           0
## 1097            5        Typ          0        None     Attchd        1987
## 1098            6        Typ          0        None     Detchd        1936
## 1099            7        Typ          1          TA     Attchd        1978
## 1100            3        Typ          0        None     Detchd        1930
## 1101            5        Typ          0        None     Detchd        1981
## 1102            6        Typ          0        None     Attchd        1960
## 1103            6        Typ          1          Fa    BuiltIn        1954
## 1104            6        Typ          0        None     Detchd        1970
## 1105            9        Typ          2          TA     Attchd        1994
## 1106            6        Typ          1          TA     Attchd        1990
## 1107            9        Typ          1          Gd    BuiltIn        2006
## 1108            7        Typ          1          TA     Attchd        2000
## 1109            7        Typ          1          Gd     Attchd        2004
## 1110            8        Typ          1          TA     Attchd        1995
## 1111            8        Typ          1          Gd     Attchd        1976
## 1112            5        Typ          0        None     Detchd        1957
## 1113            6        Typ          0        None     Attchd        1953
## 1114            4        Typ          0        None     Detchd        1955
## 1115            7        Typ          1          Gd     Attchd        2007
## 1116            7        Typ          1          TA    BuiltIn        2002
## 1117            5        Typ          0        None     Attchd        1967
## 1118            6       Min2          0        None    BuiltIn        1958
## 1119            6        Typ          0        None     Attchd        1959
## 1120            6        Typ          1          Gd     Detchd        1920
## 1121            7        Typ          0        None     Attchd        2005
## 1122            5        Typ          0        None    Basment        1956
## 1123            4        Typ          0        None       None           0
## 1124            7        Typ          1          TA     Attchd        1992
## 1125            5        Typ          1          TA     Detchd        1977
## 1126            7        Typ          1          TA     Attchd        2007
## 1127            7        Typ          1          Gd     Attchd        2004
## 1128            8        Typ          1          Gd    BuiltIn        2004
## 1129            4        Typ          0        None     Detchd        1980
## 1130            7       Min2          2          TA     Detchd        1981
## 1131            5        Typ          0        None       None           0
## 1132            8        Typ          0        None     Detchd        1930
## 1133            8        Typ          1          TA     Attchd        1995
## 1134            7        Typ          1          TA     Attchd        1997
## 1135            5        Typ          1          Gd     Detchd        1926
## 1136            6        Typ          0        None     Attchd        1950
## 1137            6        Typ          0        None       None           0
## 1138            5        Typ          2          TA     Attchd        1977
## 1139            6       Maj1          1          Gd     Detchd        1972
## 1140            4        Typ          0        None     Detchd        1988
## 1141            9        Typ          1          TA     Attchd        1976
## 1142           11        Typ          1          TA    BuiltIn        2006
## 1143            5        Typ          0        None       None           0
## 1144            5        Typ          0        None     Detchd        1941
## 1145            8        Typ          1          Gd     Detchd        1928
## 1146            5        Typ          1          TA     Attchd        1985
## 1147            7        Typ          1          Gd     Attchd        1941
## 1148            5        Typ          1          Gd     Detchd        1982
## 1149            7        Typ          0        None     Detchd        1930
## 1150            4        Typ          1          Gd     Attchd        1950
## 1151            6        Typ          2          Gd     Attchd        1959
## 1152            6        Typ          1          Gd     Attchd        1956
## 1153            5        Typ          0        None     Detchd        2002
## 1154            8        Typ          2          Gd     Attchd        1965
## 1155            6        Typ          1          Fa     Attchd        1976
## 1156            6        Typ          1          Gd     Attchd        1965
## 1157            6        Typ          1          Gd     Attchd        2008
## 1158            7        Typ          0        None     Attchd        2008
## 1159            8        Typ          1          TA     Attchd        1974
## 1160            7        Typ          1          TA     Attchd        1978
## 1161            7        Typ          1          Gd     Detchd        1993
## 1162            5        Typ          1          Po     Attchd        1968
## 1163            6        Typ          0        None    CarPort        1969
## 1164            5        Typ          1          TA     Attchd        1978
## 1165            7        Typ          0        None     Attchd        2009
## 1166            7        Typ          0        None     Attchd        2008
## 1167            7        Typ          1          TA     Attchd        2000
## 1168            7        Typ          2          TA    Basment        1935
## 1169           10        Typ          1          TA     Attchd        1995
## 1170            6        Typ          1          Po     Attchd        1977
## 1171            6        Typ          1          TA     Attchd        1958
## 1172            5        Typ          0        None     Detchd        2006
## 1173           12       Maj1          1          Gd       None           0
## 1174            9        Typ          1          Gd     Detchd        1932
## 1175            9        Typ          1          TA     Attchd        1992
## 1176            5        Typ          0        None     Attchd        1984
## 1177            5        Typ          0        None     Detchd        1926
## 1178            7        Typ          1          Gd     Detchd        1921
## 1179            5       Min2          1          Gd       None           0
## 1180            8        Typ          0        None     Attchd        1990
## 1181            5        Typ          1          Gd     Attchd        2008
## 1182           10        Typ          2          TA     Attchd        1996
## 1183            5        Typ          1          Gd     Detchd        1970
## 1184            5        Typ          2          TA     2Types        1963
## 1185            7        Typ          0        None     Attchd        1965
## 1186            7        Typ          0        None    CarPort        1920
## 1187            5        Typ          1          Fa     Attchd        1994
## 1188            7        Typ          0        None     Attchd        2002
## 1189            7        Typ          1          TA     Attchd        1999
## 1190            7        Typ          1          TA     2Types        1975
## 1191            5        Typ          0        None     Detchd        1999
## 1192            6        Typ          0        None     Detchd        1925
## 1193            5        Typ          0        None     Attchd        1999
## 1194            7        Typ          0        None     Attchd        1969
## 1195            8        Typ          0        None     Attchd        2005
## 1196            9        Typ          1          Gd    BuiltIn        2006
## 1197            7        Typ          1          Gd     Detchd        1916
## 1198            6        Typ          0        None     Attchd        2001
## 1199            6        Typ          1          Po     Attchd        1974
## 1200            5        Typ          0        None     Attchd        1972
## 1201            6        Typ          0        None     Attchd        1998
## 1202            5        Typ          1          Fa     Detchd        1960
## 1203            6        Typ          1          TA     Attchd        2000
## 1204            6        Typ          0        None     Attchd        1975
## 1205            7        Typ          1          TA     Attchd        1990
## 1206            5        Typ          0        None     Detchd        1966
## 1207            7        Typ          0        None     Attchd        2003
## 1208            6        Typ          0        None     Detchd        1980
## 1209            8        Typ          1          Gd     Attchd        2006
## 1210            8        Typ          1          TA     Attchd        1992
## 1211            8        Typ          0        None    Basment        1988
## 1212            4        Typ          0        None     Attchd        1941
## 1213            3        Typ          0        None     Attchd        1965
## 1214            6        Typ          0        None     Attchd        1962
## 1215            5        Typ          0        None     Detchd        1966
## 1216            8        Typ          0        None     Attchd        1978
## 1217            6        Typ          0        None     Attchd        2009
## 1218            3        Typ          0        None       None           0
## 1219            7        Typ          0        None       None           0
## 1220            5        Typ          0        None     Attchd        1964
## 1221            5        Typ          1          TA     Attchd        1968
## 1222            7        Typ          1          Gd     Attchd        1949
## 1223            7        Mod          0        None     Detchd        1951
## 1224            8        Typ          1          Gd     Attchd        2004
## 1225            6        Typ          0        None     Attchd        1958
## 1226            9        Typ          1          Gd    BuiltIn        2007
## 1227            5        Typ          0        None     Detchd        1992
## 1228            7        Typ          1          Gd     Attchd        2008
## 1229            7       Maj1          0        None    Basment        1960
## 1230           12        Typ          1          TA    BuiltIn        1977
## 1231            6        Typ          0        None     Attchd        1962
## 1232            6        Typ          0        None    CarPort        1962
## 1233            6        Typ          0        None     Attchd        1959
## 1234            7        Typ          0        None       None           0
## 1235            9        Typ          0        None     Detchd        1914
## 1236            6        Typ          0        None    BuiltIn        2003
## 1237            8        Typ          1          Gd    BuiltIn        2004
## 1238            6        Typ          0        None     Detchd        2005
## 1239            6        Typ          1          Gd     Attchd        2006
## 1240            8        Typ          0        None     Attchd        2003
## 1241            7        Typ          0        None     Attchd        2007
## 1242            6        Typ          2          TA     Attchd        1974
## 1243            7        Typ          1          Gd     Attchd        2006
## 1244            7        Typ          2          Gd     Detchd        1931
## 1245            7        Typ          1          TA    BuiltIn        1984
## 1246            6        Typ          0        None     Attchd        2005
## 1247            6        Typ          0        None     Attchd        1976
## 1248            8        Typ          1          Gd     Detchd        1950
## 1249            6        Typ          0        None     Attchd        1950
## 1250            8        Typ          2          TA     Attchd        1968
## 1251            6        Typ          1          Gd     Attchd        2003
## 1252            5        Typ          0        None     Attchd        1968
## 1253            9        Typ          2          Gd     Attchd        1974
## 1254            7        Typ          1          Gd    BuiltIn        2003
## 1255            6        Typ          1          Gd     Detchd        1978
## 1256            7        Typ          1          TA     Attchd        1994
## 1257            4        Typ          0        None       None           0
## 1258            5        Typ          0        None     Attchd        2005
## 1259            6        Typ          0        None     Attchd        1969
## 1260            7        Typ          1          TA    BuiltIn        1999
## 1261            5        Typ          0        None     Attchd        1956
## 1262            8       Min2          2          TA     Attchd        1957
## 1263            8        Typ          1          Gd     Detchd        1940
## 1264            5        Typ          0        None     Attchd        1998
## 1265            6        Typ          0        None     Detchd        1999
##      GarageFinish GarageCars GarageArea GarageQual GarageCond PavedDrive
## 1             RFn          2        548         TA         TA          Y
## 2             RFn          2        460         TA         TA          Y
## 3             RFn          2        608         TA         TA          Y
## 4             Unf          3        642         TA         TA          Y
## 5             RFn          3        836         TA         TA          Y
## 6             Unf          2        480         TA         TA          Y
## 7             RFn          2        636         TA         TA          Y
## 8             RFn          2        484         TA         TA          Y
## 9             Unf          2        468         Fa         TA          Y
## 10            RFn          1        205         Gd         TA          Y
## 11            Unf          1        384         TA         TA          Y
## 12            Fin          3        736         TA         TA          Y
## 13            Unf          1        352         TA         TA          Y
## 14            RFn          3        840         TA         TA          Y
## 15            RFn          1        352         TA         TA          Y
## 16            Unf          2        576         TA         TA          Y
## 17            Fin          2        480         TA         TA          Y
## 18            Unf          2        516         TA         TA          Y
## 19            Unf          2        576         TA         TA          Y
## 20            Unf          1        294         TA         TA          Y
## 21            RFn          3        853         TA         TA          Y
## 22            Unf          1        280         TA         TA          N
## 23            RFn          2        534         TA         TA          Y
## 24            Unf          2        572         TA         TA          Y
## 25            Unf          1        270         TA         TA          Y
## 26            RFn          3        890         TA         TA          Y
## 27            Unf          2        576         TA         TA          Y
## 28            RFn          3        772         TA         TA          Y
## 29            RFn          1        319         TA         TA          Y
## 30            Unf          1        240         Fa         TA          Y
## 31            Unf          1        250         TA         Fa          N
## 32            Unf          1        271         TA         TA          Y
## 33            RFn          2        484         TA         TA          Y
## 34            RFn          2        447         TA         TA          Y
## 35            Fin          2        556         TA         TA          Y
## 36            Fin          3        691         TA         TA          Y
## 37            Unf          2        672         TA         TA          Y
## 38            Fin          2        498         TA         TA          Y
## 39            Unf          1        246         TA         TA          Y
## 40           None          0          0       None       None          N
## 41            RFn          2        440         TA         TA          Y
## 42            RFn          1        308         TA         TA          P
## 43            RFn          2        504         TA         Gd          Y
## 44            Unf          1        308         TA         TA          Y
## 45            RFn          1        300         TA         TA          Y
## 46            RFn          2        576         TA         TA          Y
## 47            RFn          2        670         TA         TA          Y
## 48            RFn          3        826         TA         TA          Y
## 49           None          0          0       None       None          N
## 50            Unf          1        386         TA         TA          Y
## 51            Fin          2        388         TA         TA          Y
## 52            Unf          2        528         TA         TA          Y
## 53            Unf          2        516         TA         TA          Y
## 54            Fin          3        894         TA         TA          Y
## 55            Unf          2        572         TA         TA          Y
## 56            RFn          2        576         TA         TA          Y
## 57            Fin          2        480         TA         TA          Y
## 58            RFn          2        565         TA         TA          Y
## 59            Fin          3        641         TA         TA          Y
## 60            Unf          1        352         TA         TA          Y
## 61            Unf          2        576         TA         TA          Y
## 62            Unf          1        288         TA         TA          N
## 63            RFn          2        484         TA         TA          Y
## 64            Unf          2        480         TA         TA          Y
## 65            RFn          2        645         TA         TA          Y
## 66            RFn          3        852         TA         TA          Y
## 67            RFn          2        576         TA         TA          Y
## 68            RFn          2        558         TA         TA          Y
## 69            Unf          1        220         TA         TA          Y
## 70            Fin          2        667         TA         TA          Y
## 71            Fin          2        516         TA         TA          Y
## 72            Unf          2        360         TA         TA          Y
## 73            Fin          2        427         TA         TA          Y
## 74            Unf          2        490         TA         TA          Y
## 75            Unf          1        379         TA         TA          Y
## 76            Unf          1        297         TA         TA          Y
## 77            Unf          1        283         TA         TA          Y
## 78            Unf          1        240         TA         TA          Y
## 79           None          0          0       None       None          Y
## 80            Unf          2        440         TA         TA          Y
## 81            Fin          1        509         TA         TA          Y
## 82            Fin          2        405         TA         TA          Y
## 83            RFn          3        758         TA         TA          Y
## 84            Unf          2        461         TA         TA          Y
## 85            Fin          2        400         TA         TA          Y
## 86            Unf          2        462         TA         TA          Y
## 87            Fin          2        400         TA         TA          Y
## 88            RFn          2        528         TA         TA          Y
## 89           None          0          0       None       None          N
## 90           None          0          0       None       None          Y
## 91            Unf          2        420         TA         TA          Y
## 92            Unf          2        480         TA         TA          Y
## 93            Unf          2        432         TA         TA          Y
## 94            Unf          2        506         TA         TA          Y
## 95            RFn          2        684         TA         TA          Y
## 96            Fin          2        420         TA         TA          Y
## 97            RFn          2        472         TA         TA          Y
## 98            Fin          1        432         TA         TA          P
## 99            Unf          1        366         Fa         TA          Y
## 100          None          0          0       None       None          Y
## 101           RFn          2        480         TA         TA          Y
## 102           Fin          2        476         TA         TA          Y
## 103           Unf          2        410         TA         TA          Y
## 104           RFn          3        740         TA         TA          Y
## 105           Unf          1        240         TA         TA          Y
## 106           RFn          2        648         TA         TA          Y
## 107           Unf          1        273         Fa         Fa          N
## 108           Unf          1        250         TA         TA          Y
## 109          None          0          0       None       None          N
## 110           RFn          2        546         TA         TA          Y
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## 1258        212           0             0          0           0        0
## 1259        180           0             0          0          80        0
## 1260          0         103             0          0           0        0
## 1261          0           0             0          0           0        0
## 1262        120           0             0          0           0        0
## 1263          0           0           126          0           0        0
## 1264        144          68             0          0           0        0
## 1265          0          34             0          0           0        0
##      PoolQC Fence MiscFeature MiscVal MoSold YrSold SaleType SaleCondition
## 1      None  None        None       0      2   2008       WD        Normal
## 2      None  None        None       0      5   2007       WD        Normal
## 3      None  None        None       0      9   2008       WD        Normal
## 4      None  None        None       0      2   2006       WD       Abnorml
## 5      None  None        None       0     12   2008       WD        Normal
## 6      None MnPrv        Shed     700     10   2009       WD        Normal
## 7      None  None        None       0      8   2007       WD        Normal
## 8      None  None        Shed     350     11   2009       WD        Normal
## 9      None  None        None       0      4   2008       WD       Abnorml
## 10     None  None        None       0      1   2008       WD        Normal
## 11     None  None        None       0      2   2008       WD        Normal
## 12     None  None        None       0      7   2006      New       Partial
## 13     None  None        None       0      9   2008       WD        Normal
## 14     None  None        None       0      8   2007      New       Partial
## 15     None  GdWo        None       0      5   2008       WD        Normal
## 16     None GdPrv        None       0      7   2007       WD        Normal
## 17     None  None        Shed     700      3   2010       WD        Normal
## 18     None  None        Shed     500     10   2006       WD        Normal
## 19     None  None        None       0      6   2008       WD        Normal
## 20     None MnPrv        None       0      5   2009      COD       Abnorml
## 21     None  None        None       0     11   2006      New       Partial
## 22     None GdPrv        None       0      6   2007       WD        Normal
## 23     None  None        None       0      9   2008       WD        Normal
## 24     None  None        None       0      6   2007       WD        Normal
## 25     None MnPrv        None       0      5   2010       WD        Normal
## 26     None  None        None       0      7   2009       WD        Normal
## 27     None  None        None       0      5   2010       WD        Normal
## 28     None  None        None       0      5   2010       WD        Normal
## 29     None  None        None       0     12   2006       WD        Normal
## 30     None  None        None       0      5   2008       WD        Normal
## 31     None MnPrv        None       0      7   2008       WD        Normal
## 32     None MnPrv        None       0      6   2008       WD        Normal
## 33     None  None        None       0      1   2008       WD        Normal
## 34     None  None        None       0      4   2010       WD        Normal
## 35     None  None        None       0      8   2007       WD        Normal
## 36     None  None        None       0      9   2006       WD        Normal
## 37     None  None        None       0      6   2009       WD        Normal
## 38     None  None        None       0     10   2009       WD        Normal
## 39     None  None        None       0      1   2010       WD       Abnorml
## 40     None  None        None       0      6   2008       WD       AdjLand
## 41     None  GdWo        None       0     12   2006       WD       Abnorml
## 42     None  None        None       0      7   2007       WD        Normal
## 43     None MnPrv        None       0     12   2007       WD        Normal
## 44     None MnPrv        None       0      7   2008       WD        Normal
## 45     None  None        None       0      5   2006       WD        Normal
## 46     None  None        None       0      2   2010       WD        Normal
## 47     None  None        None       0      8   2009       WD       Abnorml
## 48     None  None        None       0      7   2007       WD        Normal
## 49     None  None        None       0      6   2009      New       Partial
## 50     None MnPrv        None       0      1   2007       WD        Normal
## 51     None  None        None       0      7   2007       WD        Normal
## 52     None MnPrv        Shed     400      9   2006       WD        Normal
## 53     None  None        None       0      5   2010       WD        Normal
## 54     None  None        None       0     11   2006       WD        Normal
## 55     None MnPrv        None       0      2   2007       WD        Normal
## 56     None  None        None       0      7   2008       WD        Normal
## 57     None  None        None       0      8   2009       WD       Abnorml
## 58     None  None        None       0      8   2006       WD        Normal
## 59     None  None        None       0     10   2006      New       Partial
## 60     None MnPrv        None       0      1   2008       WD        Normal
## 61     None  None        None       0      5   2006      New       Partial
## 62     None  None        None       0      3   2007       WD        Normal
## 63     None  None        None       0     10   2007       WD        Normal
## 64     None GdPrv        None       0      4   2010       WD        Normal
## 65     None GdPrv        None       0      2   2009       WD        Normal
## 66     None  None        None       0     10   2007       WD        Normal
## 67     None  None        None       0      7   2010       WD        Normal
## 68     None  None        None       0      6   2007       WD        Normal
## 69     None  None        None       0      6   2010       WD        Normal
## 70     None  None        None       0      7   2006       WD        Normal
## 71     None  None        None       0      2   2007       WD        Normal
## 72     None  None        None       0      6   2007       WD        Normal
## 73     None  None        None       0     12   2009       WD        Normal
## 74     None  GdWo        None       0      5   2010       WD        Normal
## 75     None  None        None       0      5   2010       WD        Normal
## 76     None  GdWo        None       0     11   2009       WD        Normal
## 77     None  None        None       0      4   2008       WD        Normal
## 78     None MnPrv        None       0      1   2008       WD        Normal
## 79     None  None        None       0      4   2010       WD        Normal
## 80     None MnPrv        None       0      5   2009       WD        Normal
## 81     None  None        None       0      6   2009       WD        Normal
## 82     None  None        None       0      3   2006       WD        Normal
## 83     None  None        None       0     10   2008       WD        Normal
## 84     None  None        None       0      7   2007      COD        Normal
## 85     None  None        Shed     700      5   2009       WD        Normal
## 86     None  None        None       0      4   2006       WD        Normal
## 87     None  None        None       0      3   2009       WD        Normal
## 88     None  None        None       0      6   2009      New       Partial
## 89     None MnPrv        None       0     10   2009    ConLD       Abnorml
## 90     None  None        None       0      8   2007       WD        Normal
## 91     None  None        None       0      7   2006       WD        Normal
## 92     None  GdWo        None       0     12   2006       WD       Abnorml
## 93     None  None        None       0      8   2009       WD        Normal
## 94     None  None        None       0     11   2007       WD        Normal
## 95     None  None        None       0      5   2007       WD        Normal
## 96     None  None        Shed     480      4   2009       WD        Normal
## 97     None  None        None       0      8   2006       WD        Normal
## 98     None  None        None       0      5   2007       WD        Normal
## 99     None  None        Shed     400      5   2010      COD       Abnorml
## 100    None  None        Shed     400      1   2010       WD        Normal
## 101    None  None        None       0      2   2010       WD        Normal
## 102    None  None        None       0      6   2010       WD        Normal
## 103    None  None        None       0      6   2009       WD        Alloca
## 104    None  None        None       0      5   2010       WD        Normal
## 105    None  None        None       0      6   2007       WD        Normal
## 106    None  None        None       0      8   2008       WD        Normal
## 107    None  None        Shed     450      8   2007       WD        Normal
## 108    None  None        None       0      4   2008       WD       Partial
## 109    None  None        None       0      8   2007       WD        Normal
## 110    None MnPrv        None       0      1   2010      COD        Normal
## 111    None  None        None       0     10   2006       WD        Normal
## 112    None  None        None       0      4   2010       WD        Normal
## 113    None  None        None       0     10   2007      New       Partial
## 114    None MnPrv        None       0     10   2007      COD       Abnorml
## 115    None MnPrv        None       0      7   2007       WD        Normal
## 116    None  None        None       0      6   2007       WD        Normal
## 117    None  None        None       0      9   2009       WD        Normal
## 118    None  None        None       0      4   2007      New       Partial
## 119    None  None        None       0      5   2010       WD        Normal
## 120    None  None        None       0      7   2006      New       Partial
## 121    None  None        None       0     10   2006       WD        Normal
## 122    None MnPrv        None       0      6   2007       WD        Normal
## 123    None  None        None       0      6   2008       WD        Normal
## 124    None  None        None       0      3   2008       WD        Normal
## 125    None  None        None       0      1   2009       WD        Normal
## 126    None  None        None       0      6   2006       WD        Normal
## 127    None  None        None       0      2   2007       WD        Normal
## 128    None  None        None       0      6   2007       WD        Normal
## 129    None  None        None       0      7   2006       WD        Normal
## 130    None  MnWw        None       0      7   2006       WD       Abnorml
## 131    None GdPrv        None       0      5   2006       WD        Normal
## 132    None  None        None       0      7   2009       WD        Normal
## 133    None  None        None       0      7   2007       WD        Normal
## 134    None  None        None       0      6   2009       WD        Normal
## 135    None MnPrv        None       0      7   2006       WD        Normal
## 136    None MnPrv        None       0      5   2008       WD        Normal
## 137    None  None        None       0      7   2007       WD        Normal
## 138    None  None        None       0      7   2006       WD        Family
## 139    None GdPrv        None       0     12   2008       WD        Normal
## 140    None MnPrv        None       0      8   2009       WD        Normal
## 141    None  None        None       0      4   2010    ConLI        Normal
## 142    None  None        None       0      1   2006       WD        Normal
## 143    None MnPrv        None       0      6   2010       WD        Normal
## 144    None  None        None       0      6   2009       WD        Normal
## 145    None  None        None       0     11   2006    ConLI       Abnorml
## 146    None  None        None       0      4   2006       WD        Normal
## 147    None  None        None       0     11   2009       WD        Normal
## 148    None  None        None       0      5   2010       WD        Normal
## 149    None  None        None       0      4   2008       WD        Normal
## 150    None  None        None       0      4   2006       WD        Normal
## 151    None MnPrv        None       0      1   2007       WD        Normal
## 152    None  None        None       0      1   2008      New       Partial
## 153    None  GdWo        None       0      6   2006       WD        Normal
## 154    None  None        None       0      3   2008       WD        Normal
## 155    None  None        None       0      3   2006       WD        Family
## 156    None  None        None       0      4   2008       WD        Normal
## 157    None  None        None       0      6   2006       WD        Normal
## 158    None  None        None       0      5   2010      New       Partial
## 159    None  GdWo        None       0      5   2010       WD        Normal
## 160    None  None        None       0      3   2006      New       Partial
## 161    None  None        None       0      6   2008       WD        Normal
## 162    None  None        None       0      3   2008       WD        Normal
## 163    None  None        None       0      5   2010      New       Partial
## 164    None MnPrv        None       0      4   2007       WD        Normal
## 165    None  None        None       0     10   2007       WD        Normal
## 166    None  None        None       0      9   2008       WD        Normal
## 167    None  GdWo        None       0     11   2009      COD        Normal
## 168    None  None        None       0     11   2007      New       Partial
## 169    None  None        None       0      5   2007       WD        Normal
## 170    None  None        None       0      1   2006       WD        Normal
## 171    None  None        None       0      5   2007       WD        Normal
## 172    None  None        None       0      5   2010       WD        Normal
## 173    None  None        None       0      6   2006       WD        Normal
## 174    None  None        None       0      6   2008      COD        Normal
## 175    None  None        None       0     11   2008       WD        Normal
## 176    None MnPrv        None       0      6   2007       WD        Normal
## 177    None  None        None       0      9   2007       WD        Normal
## 178    None  None        None       0      7   2006       WD        Normal
## 179    None  None        None       0      7   2009      New       Partial
## 180    None  None        None       0      7   2007       WD        Normal
## 181    None  None        None       0      6   2007       WD        Normal
## 182    None  None        None       0      7   2006       WD        Normal
## 183    None MnPrv        None       0      6   2007       WD        Normal
## 184    None  None        None       0      6   2008       WD        Normal
## 185    None MnPrv        None       0      6   2006       WD        Normal
## 186    None GdPrv        None       0      6   2006       WD        Normal
## 187    None GdPrv        None       0      6   2009       WD        Normal
## 188    None MnPrv        None       0      8   2009       WD        Normal
## 189    None  None        None       0      6   2009       WD        Alloca
## 190    None  None        None       0      8   2008       WD        Normal
## 191    None  None        None       0     12   2007       WD        Normal
## 192    None  None        None       0      6   2007       WD        Normal
## 193    None  None        None       0      9   2009       WD        Normal
## 194    None  None        None       0      5   2006       WD        Normal
## 195    None  None        None       0      5   2008       WD        Normal
## 196    None  None        None       0      7   2009       WD        Normal
## 197    None  None        None       0      9   2007      New       Partial
## 198      Ex GdPrv        None       0      3   2006       WD       Abnorml
## 199    None MnPrv        None       0      7   2009       WD       Abnorml
## 200    None  None        None       0      1   2009       WD        Normal
## 201    None  None        None       0      3   2010       WD        Normal
## 202    None MnPrv        None       0      2   2008       WD        Normal
## 203    None  None        None       0      5   2006      COD        Normal
## 204    None  None        None       0      1   2008       WD        Normal
## 205    None  MnWw        None       0      4   2009       WD        Normal
## 206    None  None        None       0      5   2009       WD        Normal
## 207    None  None        None       0      3   2007       WD        Normal
## 208    None  GdWo        None       0      4   2008       WD        Normal
## 209    None  None        None       0      4   2007       WD        Normal
## 210    None MnPrv        None       0      7   2008       WD        Normal
## 211    None  None        None       0      4   2008       WD        Normal
## 212    None  None        None       0      3   2010       WD        Normal
## 213    None  None        None       0      7   2009      New       Partial
## 214    None  None        None       0      7   2006       WD        Normal
## 215    None MnPrv        Shed     450      3   2010       WD        Normal
## 216    None MnPrv        None       0      5   2006       WD        Normal
## 217    None  None        None       0      4   2008       WD        Normal
## 218    None  None        None       0      9   2006       WD        Family
## 219    None  None        None       0      5   2008       WD        Normal
## 220    None  None        None       0      3   2006      New       Partial
## 221    None  None        None       0      4   2006      New       Partial
## 222    None  None        None       0     12   2009    ConLI        Normal
## 223    None MnPrv        None       0      2   2006       WD        Normal
## 224    None  None        None       0      3   2009       WD       Abnorml
## 225    None  None        None       0      6   2009       WD        Normal
## 226    None  None        None       0      5   2009      COD       Abnorml
## 227    None  None        None       0      6   2007       WD       Abnorml
## 228    None  None        None       0      9   2008       WD        Normal
## 229    None MnPrv        None       0      5   2010       WD        Normal
## 230    None  None        None       0      5   2009       WD        Normal
## 231    None  None        None       0      4   2010       WD        Normal
## 232    None  None        None       0      7   2009       WD        Normal
## 233    None  None        None       0      6   2006       WD        Normal
## 234    None MnPrv        None       0      2   2010       WD        Normal
## 235    None  None        None       0      5   2010       WD        Normal
## 236    None  None        None       0      8   2008       WD        Normal
## 237    None  None        None       0      5   2010       WD        Normal
## 238    None  None        None       0      2   2010       WD        Normal
## 239    None  None        None       0     12   2007      New       Partial
## 240    None MnPrv        None       0      4   2010       WD        Normal
## 241    None  None        None       0      4   2010       WD        Normal
## 242    None  None        None       0      8   2007       WD        Normal
## 243    None  None        None       0      4   2006       WD        Normal
## 244    None  None        None       0      4   2009       WD        Normal
## 245    None  None        None       0      5   2010       WD        Normal
## 246    None  None        None       0      6   2006       WD        Normal
## 247    None  None        None       0      4   2006       WD        Normal
## 248    None  None        None       0      6   2006       WD        Normal
## 249    None  None        None       0      9   2007       WD        Normal
## 250    None  None        Shed     500      6   2007       WD        Normal
## 251    None  GdWo        Shed     450      5   2010       WD        Normal
## 252    None  None        None       0     12   2007       WD        Family
## 253    None  None        None       0     12   2008       WD        Normal
## 254    None MnPrv        None       0     10   2007      CWD        Normal
## 255    None  None        None       0      6   2010       WD        Normal
## 256    None  None        None       0      2   2006       WD        Normal
## 257    None  None        None       0      5   2008       WD        Normal
## 258    None  None        None       0      3   2009       WD       Abnorml
## 259    None  None        None       0      5   2008       WD        Normal
## 260    None  None        None       0     12   2008       WD        Normal
## 261    None  GdWo        None       0      5   2009       WD        Normal
## 262    None  None        None       0     11   2007      New       Partial
## 263    None  GdWo        None       0      7   2006       WD        Normal
## 264    None  None        None       0      4   2010       WD        Normal
## 265    None  None        None       0      6   2008       WD        Normal
## 266    None GdPrv        None       0      6   2008       WD        Normal
## 267    None  None        None       0      6   2006       WD        Normal
## 268    None  None        None       0      7   2008       WD        Normal
## 269    None  None        None       0      2   2008       WD        Normal
## 270    None GdPrv        None       0      5   2007       WD        Normal
## 271    None  None        None       0      8   2006      New       Partial
## 272    None  None        None       0      4   2008       WD        Normal
## 273    None  None        None       0      4   2010       WD        Normal
## 274    None MnPrv        None       0      4   2009       WD        Normal
## 275    None  None        None       0      6   2007       WD        Normal
## 276    None  None        None       0     10   2009       WD        Normal
## 277    None  None        None       0      4   2010       WD        Normal
## 278    None  None        None       0      6   2010       WD        Normal
## 279    None  None        None       0      5   2007      New       Partial
## 280    None  None        None       0      3   2008       WD        Normal
## 281    None  None        None       0      1   2007       WD        Normal
## 282    None  None        None       0      5   2006      New       Partial
## 283    None  None        None       0      4   2009    ConLw        Normal
## 284    None  None        None       0     12   2009      New       Partial
## 285    None  None        None       0      7   2007       WD        Normal
## 286    None  None        None       0      6   2007      New       Partial
## 287    None GdPrv        None       0      6   2006       WD        Normal
## 288    None  None        None       0      6   2006       WD        Normal
## 289    None MnPrv        None       0      2   2010       WD        Normal
## 290    None  None        None       0      7   2007       WD        Normal
## 291    None  None        None       0      7   2006      New       Partial
## 292    None  None        None       0      3   2008       WD        Normal
## 293    None  None        None       0      1   2009       WD        Normal
## 294    None  None        None       0      3   2006       WD        Normal
## 295    None  None        None       0     10   2009       WD        Normal
## 296    None GdPrv        None       0      3   2006       WD        Normal
## 297    None MnPrv        None       0      6   2007       WD        Normal
## 298    None  None        None       0      6   2007       WD        Normal
## 299    None  None        None       0      6   2007       WD        Normal
## 300    None GdPrv        None       0      8   2009       WD        Family
## 301    None  None        None       0      6   2006       WD        Normal
## 302    None  None        None       0      5   2007       WD        Normal
## 303    None  None        None       0      1   2006       WD        Normal
## 304    None  GdWo        None       0      7   2006       WD       Abnorml
## 305    None  None        None       0      5   2008       WD        Normal
## 306    None  None        None       0      7   2007       WD        Normal
## 307    None  None        None       0      6   2007       WD        Normal
## 308    None MnPrv        None       0      3   2008       WD        Normal
## 309    None  None        None       0      3   2009       WD        Normal
## 310    None  None        None       0     11   2006       WD        Normal
## 311    None  None        None       0      5   2006       WD        Normal
## 312    None  None        None       0      5   2009       WD        Normal
## 313    None MnPrv        None       0      5   2006       WD        Normal
## 314    None  None        None       0      6   2009       WD        Normal
## 315    None  None        None       0      8   2006       WD        Normal
## 316    None  None        None       0      7   2009       WD        Normal
## 317    None GdPrv        None       0      8   2009       WD        Normal
## 318    None  None        None       0     12   2007       WD        Normal
## 319    None  None        None       0      4   2009       WD        Normal
## 320    None  None        None       0      6   2009       WD        Normal
## 321    None  None        None       0      9   2006      New       Partial
## 322    None  None        None       0      6   2007       WD        Normal
## 323    None MnPrv        None       0      8   2007       WD        Normal
## 324    None  None        None       0      7   2006       WD        Normal
## 325    None  None        None       0      6   2010       WD        Normal
## 326    None  None        None       0     12   2007       WD        Normal
## 327    None  None        None       0      5   2008      Con        Normal
## 328    None  None        None       0      4   2006       WD        Normal
## 329    None  None        None       0      7   2009       WD        Normal
## 330    None  GdWo        None       0      7   2009       WD        Normal
## 331    None  None        None       0     11   2007       WD        Normal
## 332    None  None        None       0      8   2007       WD        Normal
## 333    None  None        None       0     10   2009       WD        Normal
## 334    None  None        None       0      7   2008       WD        Normal
## 335    None  None        None       0      7   2008       WD        Normal
## 336    None  None        Shed     700      8   2008       WD        Normal
## 337    None  None        None       0      7   2007       WD        Normal
## 338    None  None        None       0     12   2008       WD        Normal
## 339    None  None        Shed     400      5   2006       WD        Normal
## 340    None  None        None       0      6   2009       WD        Normal
## 341    None  None        None       0      4   2010       WD        Normal
## 342    None  None        None       0      9   2009       WD        Normal
## 343    None  None        None       0      5   2006       WD        Normal
## 344    None  None        None       0      7   2008       WD        Normal
## 345    None  None        None       0      4   2010       WD        Normal
## 346    None  None        None       0     10   2006       WD        Normal
## 347    None  None        Gar2   15500      4   2007       WD        Normal
## 348    None  None        None       0     12   2009       WD        Normal
## 349    None  None        None       0     10   2008       WD        Normal
## 350    None  None        None       0      4   2006      New       Partial
## 351    None  None        None       0     12   2007      New       Partial
## 352    None  None        None       0     12   2006       WD       Abnorml
## 353    None  None        None       0      3   2008    ConLw        Normal
## 354    None  None        None       0      5   2010       WD        Normal
## 355    None  None        None       0      6   2006       WD        Normal
## 356    None  None        None       0      8   2007       WD        Normal
## 357    None  None        None       0      7   2009       WD        Normal
## 358    None MnPrv        None       0      8   2007       WD        Normal
## 359    None  None        None       0      7   2006       WD       Abnorml
## 360    None  None        None       0      6   2006       WD        Normal
## 361    None MnPrv        None       0      6   2007       WD        Normal
## 362    None  None        None       0      7   2008       WD        Normal
## 363    None  None        None       0      7   2009    ConLD        Normal
## 364    None  None        None       0      5   2009       WD        Normal
## 365    None  None        None       0      7   2006       WD        Normal
## 366    None  None        None       0      7   2009       WD        Normal
## 367    None  None        None       0      7   2009       WD        Normal
## 368    None  None        None       0     12   2008       WD        Normal
## 369    None  None        None       0      3   2010       WD        Normal
## 370    None  None        None       0      3   2010       WD        Normal
## 371    None  None        None       0      1   2006       WD        Normal
## 372    None  None        None       0      7   2008       WD        Normal
## 373    None MnPrv        None       0      2   2010       WD        Normal
## 374    None  GdWo        None       0     11   2009       WD        Normal
## 375    None  None        None       0      7   2007       WD        Normal
## 376    None  None        None       0      3   2009       WD        Normal
## 377    None  None        None       0      7   2006       WD        Normal
## 378    None  None        None       0     12   2007       WD        Normal
## 379    None  None        None       0      6   2010      New       Partial
## 380    None  None        None       0      6   2009       WD        Normal
## 381    None  None        None       0      5   2010       WD        Normal
## 382    None  None        None       0      8   2006      New       Partial
## 383    None  None        None       0      4   2007       WD        Normal
## 384    None  None        None       0     10   2009       WD        Normal
## 385    None  None        None       0      6   2007       WD        Normal
## 386    None  None        None       0      4   2010       WD        Normal
## 387    None  None        None       0      5   2006       WD       AdjLand
## 388    None  GdWo        None       0     10   2009       WD       Abnorml
## 389    None  None        None       0      7   2008       WD        Normal
## 390    None  None        None       0      8   2008      New       Partial
## 391    None MnPrv        None       0      4   2008       WD        Normal
## 392    None  None        None       0      6   2009       WD        Normal
## 393    None MnPrv        Shed    1200      7   2007       WD        Normal
## 394    None  GdWo        None       0      4   2006       WD       Abnorml
## 395    None  None        None       0      7   2007       WD        Normal
## 396    None  None        None       0      6   2010       WD        Normal
## 397    None  None        None       0      9   2009       WD        Normal
## 398    None  None        None       0      7   2007       WD        Normal
## 399    None  None        None       0     11   2007       WD       Abnorml
## 400    None  None        None       0     10   2009       WD        Normal
## 401    None  None        None       0     12   2008       WD        Normal
## 402    None  None        None       0      7   2006      New       Partial
## 403    None GdPrv        None       0      8   2008       WD        Normal
## 404    None  None        None       0      7   2006       WD       Abnorml
## 405    None  None        None       0      5   2007       WD        Normal
## 406    None  GdWo        None       0      6   2009       WD        Normal
## 407    None  None        None       0      3   2008       WD        Normal
## 408    None  None        None       0      3   2008       WD        Normal
## 409    None  None        None       0      8   2007      New       Partial
## 410    None  None        None       0      4   2008      New       Partial
## 411    None  None        None       0      6   2009      COD       Abnorml
## 412    None  None        None       0      1   2006       WD        Normal
## 413    None  None        None       0      6   2010      New       Partial
## 414    None  None        None       0      3   2010       WD        Normal
## 415    None  None        None       0     12   2008       WD        Normal
## 416    None  None        None       0      8   2007      New       Partial
## 417    None  None        None       0      3   2006       WD        Normal
## 418    None  None        None       0     11   2007       WD        Normal
## 419    None  None        None       0      4   2007       WD       AdjLand
## 420    None  None        None       0      7   2010       WD        Normal
## 421    None  None        None       0     11   2008       WD        Alloca
## 422    None  None        None       0      6   2009       WD        Normal
## 423    None  None        None       0      2   2008       WD        Normal
## 424    None  None        None       0      6   2008       WD        Normal
## 425    None  None        None       0      5   2008       WD        Normal
## 426    None  None        None       0      9   2009       WD        Normal
## 427    None  None        None       0      8   2009       WD        Normal
## 428    None  None        None       0      7   2008       WD        Normal
## 429    None  None        None       0      9   2007      New       Partial
## 430    None  None        None       0      3   2009       WD        Normal
## 431    None  None        None       0      7   2008      COD       Abnorml
## 432    None MnPrv        None       0      9   2008    ConLD       Abnorml
## 433    None  None        None       0      8   2007       WD        Normal
## 434    None  None        None       0      7   2008       WD        Normal
## 435    None  None        None       0      6   2008       WD        Normal
## 436    None  None        None       0      4   2009    ConLw        Normal
## 437    None  None        None       0     10   2006       WD        Normal
## 438    None  None        None       0      1   2009       WD        Normal
## 439    None MnPrv        None       0      3   2007       WD        Normal
## 440    None GdPrv        Shed     800      8   2009    ConLI        Normal
## 441    None  None        None       0      4   2009       WD        Normal
## 442    None  None        None       0      9   2008       WD        Normal
## 443    None  None        None       0      6   2008       WD        Normal
## 444    None  None        None       0      6   2007      New       Partial
## 445    None  None        None       0      7   2008       WD        Normal
## 446    None MnPrv        None       0     11   2009      COD        Normal
## 447    None  None        None       0      6   2010       WD        Normal
## 448    None  None        None       0      7   2006       WD        Normal
## 449    None  None        None       0      6   2006       WD        Normal
## 450    None  None        None       0      6   2007       WD        Normal
## 451    None  None        None       0      6   2006       WD        Normal
## 452    None  None        None       0     12   2006       WD        Normal
## 453    None  None        None       0      7   2007       WD        Normal
## 454    None  None        None       0      6   2009       WD        Normal
## 455    None  None        None       0      7   2006       WD        Family
## 456    None  None        None       0      9   2007       WD        Normal
## 457    None  None        None       0      5   2008      COD       Abnorml
## 458    None  None        None       0      3   2008       WD        Normal
## 459    None MnPrv        None       0      6   2008       WD        Normal
## 460    None  None        None       0      7   2009       WD        Normal
## 461    None  None        None       0     12   2009      New       Partial
## 462    None MnPrv        None       0      4   2009       WD        Normal
## 463    None  GdWo        None       0     12   2009       WD        Normal
## 464    None  None        None       0      8   2008       WD        Normal
## 465    None  None        None       0      8   2009       WD        Normal
## 466    None  None        None       0      5   2006       WD        Normal
## 467    None  GdWo        None       0      4   2007       WD        Normal
## 468    None  None        None       0      6   2007       WD        Normal
## 469    None  None        None       0      5   2007       WD        Normal
## 470    None  None        None       0      6   2008       WD        Normal
## 471    None  None        None       0      6   2010       WD        Normal
## 472    None  None        None       0     11   2007       WD        Normal
## 473    None  None        None       0      6   2008       WD        Normal
## 474    None  None        None       0      7   2007      New       Partial
## 475    None  None        None       0      8   2007       WD        Normal
## 476    None  None        None       0      7   2007       WD        Normal
## 477    None  None        None       0      4   2008       WD        Normal
## 478    None  None        None       0      3   2007       WD        Normal
## 479    None  None        None       0      9   2009       WD        Normal
## 480    None MnPrv        None       0      3   2007       WD        Alloca
## 481    None  None        None       0      3   2006       WD        Normal
## 482    None  None        None       0      8   2006       WD        Normal
## 483    None  None        None       0      6   2009       WD        Normal
## 484    None  None        None       0      5   2006       WD        Normal
## 485    None  None        None       0      3   2007       WD        Normal
## 486    None  None        None       0      7   2009       WD        Normal
## 487    None  None        None       0      6   2007       WD        Normal
## 488    None  None        None       0      2   2007       WD        Normal
## 489    None  None        None       0      5   2006    ConLD        Normal
## 490    None  None        None       0      5   2009       WD        Normal
## 491    None  None        None       0      6   2008       WD        Normal
## 492    None MnPrv        None       0      8   2006       WD        Normal
## 493    None  None        None       0      5   2006      New       Partial
## 494    None  None        None       0      6   2008       WD        Normal
## 495    None  None        None       0     12   2009       WD        Normal
## 496    None  GdWo        None       0     11   2009       WD       Abnorml
## 497    None  None        None       0      5   2007       WD        Normal
## 498    None GdPrv        None       0      6   2008       WD        Normal
## 499    None MnPrv        None       0      6   2009       WD        Normal
## 500    None  MnWw        Shed     480      6   2007       WD        Normal
## 501    None  None        None       0      5   2007       WD        Normal
## 502    None  None        None       0      2   2008       WD        Normal
## 503    None GdPrv        Shed     400      4   2007       WD        Normal
## 504    None  GdWo        None       0      3   2010       WD        Normal
## 505    None  None        None       0      6   2009       WD        Normal
## 506    None  None        None       0      7   2009      COD        Normal
## 507    None  None        None       0      9   2006       WD        Normal
## 508    None  None        None       0      9   2009      New       Partial
## 509    None  None        None       0     10   2008       WD        Normal
## 510    None MnPrv        None       0      7   2009       WD        Normal
## 511    None  None        Shed    2000      6   2009       WD        Normal
## 512    None  None        None       0      3   2006      New       Partial
## 513    None  None        None       0      7   2006       WD        Normal
## 514    None  None        None       0      6   2007       WD        Normal
## 515    None MnPrv        None       0      6   2007       WD        Normal
## 516    None  None        None       0      9   2009      New       Partial
## 517    None GdPrv        None       0      8   2009      COD       Abnorml
## 518    None  None        None       0      7   2009       WD        Normal
## 519    None MnPrv        None       0      5   2007       WD        Normal
## 520    None MnPrv        None       0      6   2009       WD        Normal
## 521    None  None        None       0      8   2008       WD        Normal
## 522    None  None        None       0      5   2007       WD        Normal
## 523    None  None        None       0     10   2006       WD        Normal
## 524    None  None        None       0      8   2007       WD        Normal
## 525    None  None        None       0      4   2006       WD        Normal
## 526    None  None        None       0      6   2007       WD        Normal
## 527    None  None        None       0     11   2008      New       Partial
## 528    None  None        None       0      7   2007       WD        Normal
## 529    None  None        None       0      3   2007       WD        Alloca
## 530    None  None        None       0      8   2008       WD       Abnorml
## 531    None  None        None       0      6   2008       WD        Normal
## 532    None  None        None       0      4   2010       WD        Normal
## 533    None  None        None       0      1   2007       WD        Normal
## 534    None  None        None       0     10   2006       WD        Normal
## 535    None  None        None       0      1   2008       WD        Normal
## 536    None  None        None       0      7   2008       WD        Normal
## 537    None  MnWw        None       0      4   2008      COD        Normal
## 538    None  None        None       0      7   2006       WD        Normal
## 539    None MnPrv        Shed    2000      5   2010       WD        Normal
## 540    None  None        None       0      3   2009       WD        Normal
## 541    None  None        None       0      6   2007       WD        Normal
## 542    None  None        None       0      6   2009       WD        Normal
## 543    None  None        None       0      6   2007       WD        Normal
## 544    None  None        None       0      9   2006      New       Partial
## 545    None  None        None       0      2   2006       WD        Normal
## 546    None  None        None       0      5   2007       WD        Normal
## 547    None  None        None       0      4   2007       WD        Normal
## 548    None MnPrv        None       0      6   2008       WD        Normal
## 549    None  None        None       0     11   2009       WD        Normal
## 550    None  None        None       0     10   2008      COD       Abnorml
## 551    None  None        None       0      6   2008       WD        Normal
## 552    None  None        None       0      7   2009       WD        Normal
## 553    None MnPrv        None       0      5   2009       WD        Normal
## 554    None  None        None       0      8   2008       WD        Normal
## 555    None  None        None       0      8   2006       WD        Normal
## 556    None  MnWw        None       0      5   2006       WD        Normal
## 557    None  None        None       0      9   2006      COD        Normal
## 558    None  None        None       0      8   2008       WD        Normal
## 559    None  None        None       0     10   2006       WD        Normal
## 560    None  None        None       0      5   2010       WD        Normal
## 561    None  None        None       0      4   2006       WD        Normal
## 562    None  None        None       0      7   2008       WD        Normal
## 563    None  None        None       0      7   2008       WD        Normal
## 564    None  None        None       0      7   2006       WD        Normal
## 565    None  None        None       0      5   2010       WD        Normal
## 566    None  None        None       0      6   2008       WD        Normal
## 567    None  None        None       0      3   2010       WD        Normal
## 568    None  None        None       0      9   2009       WD        Normal
## 569    None  None        None       0     12   2006       WD        Normal
## 570    None  None        None       0     11   2008       WD        Normal
## 571    None  None        None       0     10   2006       WD       Abnorml
## 572    None  None        None       0      7   2009      New       Partial
## 573    None  None        None       0     12   2007       WD        Normal
## 574    None  GdWo        None       0     12   2007       WD        Normal
## 575    None  None        None       0     10   2008      COD       Abnorml
## 576    None  None        None       0      8   2009       WD        Normal
## 577    None  None        None       0      5   2006       WD       Abnorml
## 578    None  None        None       0      2   2008       WD       Abnorml
## 579    None  None        None       0     11   2008       WD        Normal
## 580    None  None        None       0      6   2007       WD        Normal
## 581    None  None        None       0      8   2009      New       Partial
## 582    None  None        None       0      5   2007       WD        Normal
## 583    None  None        None       0      7   2008       WD        Normal
## 584    None  None        None       0      7   2009       WD        Normal
## 585    None  None        None       0      3   2006      New       Partial
## 586    None  MnWw        None       0      5   2008       WD        Normal
## 587    None  None        None       0      7   2009       WD        Normal
## 588    None  None        None       0      6   2009       WD       Partial
## 589    None  None        Shed     600      8   2008       WD        Normal
## 590    None  None        None       0      9   2008       WD        Normal
## 591    None  None        None       0      6   2009    ConLI        Normal
## 592    None  None        None       0      6   2008       WD        Normal
## 593    None  None        None       0      5   2009       WD        Normal
## 594    None MnPrv        None       0      4   2008       WD        Normal
## 595    None  None        None       0      8   2006      New       Partial
## 596    None  None        None       0     10   2006       WD        Normal
## 597    None  None        None       0      2   2007      New       Partial
## 598    None  None        None       0      3   2006       WD        Normal
## 599    None GdPrv        None       0      7   2008      COD        Normal
## 600    None  None        None       0      6   2006       WD        Normal
## 601    None  None        None       0     12   2007       WD        Normal
## 602    None  None        None       0      2   2006       WD       Abnorml
## 603    None  None        None       0      6   2010       WD        Normal
## 604    None  None        None       0      9   2008       WD        Normal
## 605    None  None        None       0     10   2009       WD        Normal
## 606    None GdPrv        None       0     11   2009       WD        Normal
## 607    None  None        None       0      8   2006       WD        Normal
## 608    None  None        None       0      9   2007       WD        Alloca
## 609    None  None        None       0      4   2007       WD        Normal
## 610    None  None        None       0      5   2009       WD        Normal
## 611    None MnPrv        Shed     500      7   2007       WD        Normal
## 612    None  None        None       0     11   2009       WD        Normal
## 613    None  None        None       0     12   2007      New       Partial
## 614    None  None        None       0      5   2010       WD        Normal
## 615    None MnPrv        None       0      5   2010       WD       Abnorml
## 616    None  None        None       0      6   2006       WD        Normal
## 617    None  None        None       0      6   2008       WD        Normal
## 618    None  None        None       0      7   2007      New       Partial
## 619    None  None        None       0      8   2008       WD        Normal
## 620    None  None        None       0      9   2008       WD        Normal
## 621    None  None        None       0      6   2008       WD        Normal
## 622    None  None        None       0      7   2009       WD        Normal
## 623    None  None        None       0      6   2007       WD        Normal
## 624    None  None        None       0     11   2006       WD        Normal
## 625    None  None        None       0      2   2010       WD        Normal
## 626    None  GdWo        Shed     600      8   2007       WD        Normal
## 627    None  None        None       0      3   2010       WD        Normal
## 628    None  None        None       0      9   2007       WD        Family
## 629    None GdPrv        None       0      6   2008       WD        Normal
## 630    None MnPrv        None       0      6   2006       WD       Abnorml
## 631    None  None        None       0      8   2007       WD        Normal
## 632    None  None        None       0      4   2009       WD        Family
## 633    None  None        None       0      7   2007       WD        Normal
## 634    None GdPrv        Shed     600      6   2010       WD        Normal
## 635    None  None        None       0      3   2007       WD       Abnorml
## 636    None  None        None       0      1   2009    ConLw        Normal
## 637    None  None        None       0     11   2009       WD        Normal
## 638    None MnPrv        None       0      5   2008       WD        Normal
## 639    None  None        None       0     10   2006      New       Partial
## 640    None  None        None       0      4   2008       WD        Normal
## 641    None  None        None       0      5   2007       WD        Normal
## 642    None MnPrv        None       0      7   2009       WD        Normal
## 643    None  GdWo        None       0      4   2007       WD        Normal
## 644    None  None        None       0     10   2009      New       Partial
## 645    None  None        None       0      3   2007       WD        Normal
## 646    None  None        None       0      7   2008       WD        Normal
## 647    None  None        None       0      6   2008       WD        Normal
## 648    None  None        None       0      6   2010       WD        Normal
## 649    None MnPrv        None       0     12   2007       WD        Normal
## 650    None  None        None       0      5   2008       WD        Normal
## 651    None MnPrv        None       0     10   2009       WD        Normal
## 652    None  None        None       0      7   2009       WD        Normal
## 653    None MnPrv        None       0      6   2008       WD        Normal
## 654    None  None        None       0      8   2008       WD        Normal
## 655    None  None        None       0      3   2010       WD        Family
## 656    None MnPrv        None       0      8   2008       WD        Normal
## 657    None MnPrv        None       0      2   2008       WD        Normal
## 658    None  None        None       0      1   2010       WD       Abnorml
## 659    None MnPrv        None       0      3   2009       WD        Normal
## 660    None  None        None       0     11   2007       WD        Normal
## 661    None  None        None       0      7   2009       WD        Normal
## 662    None  None        None       0      7   2009       WD        Normal
## 663    None MnPrv        None       0      4   2008       WD        Normal
## 664    None  None        None       0      1   2006      New       Partial
## 665    None  None        None       0     11   2006       WD        Normal
## 666    None  None        None       0      8   2007       WD       Abnorml
## 667    None  None        None       0     10   2008       WD        Normal
## 668    None  None        None       0     11   2006       WD        Normal
## 669    None  None        None       0      7   2006       WD        Normal
## 670    None  None        None       0      2   2009       WD        Normal
## 671    None  None        None       0      7   2009       WD        Normal
## 672    None  None        None       0      6   2006       WD        Normal
## 673    None  None        None       0      6   2007       WD        Normal
## 674    None  None        None       0      7   2008       WD        Normal
## 675    None  None        None       0      4   2009       WD        Normal
## 676    None  None        None       0      5   2006       WD        Normal
## 677    None  None        None       0      5   2009       WD        Normal
## 678    None  None        None       0      7   2009      New       Partial
## 679    None  None        None       0     10   2007       WD        Normal
## 680    None  None        None       0      5   2010       WD        Normal
## 681    None  None        None       0      7   2009       WD       Abnorml
## 682    None  None        None       0     11   2008       WD        Normal
## 683    None  None        None       0      7   2007       WD        Normal
## 684    None  None        None       0      6   2010       WD        Normal
## 685    None  None        None       0      9   2007       WD        Normal
## 686    None  None        None       0      8   2007      New       Partial
## 687    None  None        None       0      3   2007       WD        Normal
## 688    None  None        None       0     10   2007      New       Partial
## 689    None  None        None       0      6   2007       WD        Normal
## 690    None  None        None       0      5   2008       WD        Normal
## 691    None  None        None       0      1   2007       WD        Normal
## 692    None  None        None       0      4   2006       WD        Normal
## 693    None  None        None       0     12   2006       WD       Abnorml
## 694    None MnPrv        None       0      4   2009       WD        Normal
## 695    None  None        None       0      7   2006       WD        Normal
## 696    None  None        None       0      6   2006       WD        Normal
## 697    None  None        None       0      9   2006       WD        Normal
## 698    None MnPrv        None       0      4   2010       WD        Normal
## 699    None  None        None       0      7   2008       WD        Normal
## 700    None  None        None       0      5   2006       WD        Normal
## 701    None  None        None       0      7   2006      COD        Normal
## 702    None  None        None       0      7   2006      New       Partial
## 703    None MnPrv        None       0      5   2010       WD        Normal
## 704    None  None        None       0      5   2010       WD        Normal
## 705    None  None        Othr    3500      7   2010       WD        Normal
## 706    None  None        None       0      6   2007       WD        Normal
## 707    None  None        None       0     12   2009       WD        Normal
## 708    None  None        None       0      7   2007      New       Partial
## 709    None MnPrv        None       0     12   2008       WD       Abnorml
## 710    None  None        None       0      7   2008       WD        Normal
## 711    None  None        None       0      1   2010       WD       Abnorml
## 712    None  None        None       0     10   2008       WD        Normal
## 713    None  None        None       0      5   2006       WD        Normal
## 714    None  None        None       0      3   2010       WD        Normal
## 715    None MnPrv        None       0      8   2009       WD        Normal
## 716    None  None        None       0      7   2007       WD        Normal
## 717    None MnPrv        None       0     11   2008       WD        Normal
## 718    None  None        None       0      8   2008       WD        Normal
## 719    None  None        None       0      5   2006       WD        Normal
## 720    None  None        None       0     12   2006       WD        Normal
## 721    None  None        None       0      5   2010       WD        Normal
## 722    None  None        None       0      7   2009       WD        Normal
## 723    None  None        None       0      5   2008       WD        Normal
## 724    None  None        None       0      2   2009       WD        Normal
## 725    None  None        Shed     500     11   2009       WD        Normal
## 726    None  None        None       0     12   2009       WD        Normal
## 727    None  None        None       0      2   2009       WD        Normal
## 728    None  None        None       0      7   2009      COD       Abnorml
## 729    None  None        None       0      1   2009       WD        Normal
## 730    None  None        None       0      3   2010       WD        Normal
## 731    None  None        None       0      5   2007       WD        Normal
## 732    None  None        None       0      7   2008       WD        Normal
## 733    None  GdWo        Shed     400      3   2009       WD        Normal
## 734    None  None        None       0      5   2007       WD        Family
## 735    None  None        None       0     10   2006       WD        Normal
## 736    None  None        None       0      7   2006       WD        Normal
## 737    None  None        None       0      6   2006       WD        Normal
## 738    None  None        None       0      3   2009       WD        Alloca
## 739    None  None        None       0      4   2009       WD        Normal
## 740    None GdPrv        None       0      5   2007       WD       Abnorml
## 741    None GdPrv        None       0      5   2008       WD        Normal
## 742    None GdPrv        None       0     12   2007       WD        Normal
## 743    None  None        None       0     10   2009       WD        Normal
## 744    None  None        None       0     10   2008       WD        Normal
## 745    None  None        None       0      7   2008       WD        Normal
## 746    None  None        None       0      4   2009       WD        Normal
## 747    None  None        None       0      5   2009       WD        Normal
## 748    None  None        None       0      3   2010       WD        Normal
## 749    None  None        None       0      4   2009       WD        Normal
## 750    None  None        None       0      6   2010       WD        Normal
## 751    None  None        None       0      8   2007       WD        Normal
## 752    None  None        None       0      7   2006       WD        Normal
## 753    None  None        None       0      3   2006       WD        Normal
## 754    None  None        None       0      7   2009       WD        Normal
## 755    None  None        None       0      3   2009       WD        Normal
## 756    None  None        None       0      4   2009       WD        Normal
## 757    None GdPrv        None       0      4   2010       WD       Abnorml
## 758    None  None        None       0      8   2008       WD        Normal
## 759    None  None        None       0     11   2007       WD        Normal
## 760    None  None        Shed     450     10   2009       WD        Normal
## 761    None  None        None       0     10   2009       WD        Normal
## 762    None  None        None       0      6   2010      Con        Normal
## 763    None  None        None       0      7   2009       WD        Normal
## 764    None  None        None       0      4   2006       WD        Normal
## 765    None  None        None       0      8   2008      New       Partial
## 766    None MnPrv        Shed     500      3   2010       WD        Normal
## 767    None  None        Shed    1300      7   2008       WD        Normal
## 768    None  None        None       0     10   2006       WD        Normal
## 769    None  None        None       0      6   2010       WD        Normal
## 770    None  None        None       0      4   2009       WD        Normal
## 771    None  None        None       0      4   2006      COD        Normal
## 772    None MnPrv        None       0      3   2010       WD       Abnorml
## 773    None  None        None       0      7   2007      COD        Normal
## 774    None  None        None       0      7   2007      New       Partial
## 775    None  None        None       0      6   2009       WD        Normal
## 776    None  None        None       0      7   2006      New       Partial
## 777    None MnPrv        None       0      6   2006       WD        Normal
## 778    None  None        None       0     10   2007       WD        Normal
## 779    None  None        None       0      5   2006       WD        Normal
## 780    None  None        None       0      6   2007       WD        Normal
## 781    None  None        None       0      7   2006       WD        Normal
## 782    None  None        None       0      6   2009       WD        Normal
## 783    None  None        None       0      7   2009       WD        Normal
## 784    None  None        None       0      6   2008       WD        Normal
## 785    None  None        None       0      9   2009       WD        Normal
## 786    None  None        Shed    1200      6   2010       WD        Normal
## 787    None  None        None       0      1   2010       WD        Normal
## 788    None  None        None       0      8   2008       WD        Normal
## 789    None  None        None       0      7   2007       WD        Normal
## 790    None  None        None       0      9   2009       WD        Normal
## 791    None  None        None       0      5   2007       WD        Normal
## 792    None  None        None       0      6   2007       WD        Normal
## 793    None  None        None       0      6   2007      New       Partial
## 794    None  None        Shed     500     10   2008       WD        Normal
## 795    None MnPrv        None       0      4   2010       WD        Normal
## 796    None MnPrv        None       0      4   2007       WD        Normal
## 797    None  None        None       0      4   2008       WD       Abnorml
## 798    None  None        None       0      7   2009      New       Partial
## 799    None MnPrv        None       0      6   2007       WD        Normal
## 800    None  None        Shed     400      5   2008       WD        Normal
## 801    None  None        None       0      7   2007       WD        Normal
## 802    None  None        None       0     10   2008       WD        Normal
## 803    None  None        None       0      1   2009      New       Partial
## 804    None  GdWo        None       0      6   2006       WD        Family
## 805    None  None        None       0      7   2008      New       Partial
## 806    None  None        None       0     10   2006       WD        Normal
## 807    None  None        None       0      5   2009       WD        Normal
## 808    None  GdWo        None       0      6   2006       WD        Normal
## 809    None MnPrv        None       0     11   2009       WD        Normal
## 810      Fa GdPrv        None       0      1   2006       WD        Normal
## 811    None  None        None       0      6   2008    ConLD        Normal
## 812    None  None        Shed      54      6   2010       WD        Alloca
## 813    None  None        Shed     500      4   2007      COD        Normal
## 814    None  None        None       0      7   2006       WD        Normal
## 815    None  None        None       0      5   2010       WD        Normal
## 816    None  None        None       0      7   2006       WD        Normal
## 817    None  None        None       0      7   2008       WD        Normal
## 818    None MnPrv        None       0      6   2010       WD        Normal
## 819    None  None        None       0      6   2010      New       Partial
## 820    None  None        None       0      6   2008       WD        Normal
## 821    None  None        None       0      2   2009       WD        Normal
## 822    None  None        None       0     10   2007       WD        Family
## 823    None  GdWo        None       0      7   2009       WD        Normal
## 824    None  None        None       0      6   2006      New       Partial
## 825    None  None        None       0      6   2008      New       Partial
## 826    None  None        None       0      5   2008       WD        Normal
## 827    None  None        None       0      4   2009       WD        Normal
## 828    None  None        None       0      6   2009       WD       Abnorml
## 829    None  None        None       0      7   2006       WD        Normal
## 830    None  None        None       0      6   2008       WD        Normal
## 831    None  None        None       0      6   2006       WD        Normal
## 832    None  None        None       0      1   2010       WD        Normal
## 833    None  None        None       0      2   2009       WD        Normal
## 834    None  GdWo        None       0      9   2008       WD        Normal
## 835    None  None        None       0      2   2010       WD        Normal
## 836    None  GdWo        None       0      6   2007      COD        Normal
## 837    None  None        None       0     11   2008       WD        Normal
## 838    None  None        None       0      6   2008       WD        Normal
## 839    None  None        None       0      5   2008       WD        Normal
## 840    None  None        None       0      3   2008       WD        Normal
## 841    None  None        None       0      6   2008       WD        Normal
## 842    None GdPrv        None       0      5   2008       WD        Normal
## 843    None  None        None       0      7   2007       WD        Normal
## 844    None  None        None       0      6   2008       WD        Normal
## 845    None  None        None       0      1   2007       WD        Normal
## 846    None  None        None       0      7   2009       WD        Normal
## 847    None  None        None       0      8   2009       WD        Normal
## 848    None  None        None       0      9   2008       WD        Normal
## 849    None  None        None       0      8   2007       WD        Normal
## 850    None  None        None       0     11   2007       WD        Normal
## 851    None  None        None       0      5   2006       WD        Normal
## 852    None MnPrv        None       0      8   2007       WD        Normal
## 853    None MnPrv        None       0      8   2009       WD        Normal
## 854    None  None        None       0      7   2006       WD       Abnorml
## 855    None  None        None       0      4   2010       WD        Normal
## 856    None MnPrv        None       0     10   2008       WD        Normal
## 857    None  None        None       0      3   2009       WD        Normal
## 858    None MnPrv        None       0      6   2009       WD        Family
## 859    None  None        None       0      8   2006       WD        Normal
## 860    None GdPrv        None       0      6   2007       WD        Normal
## 861    None  None        None       0      4   2010       WD        Normal
## 862    None GdPrv        None       0      5   2010       WD        Normal
## 863    None GdPrv        None       0      7   2009       WD        Normal
## 864    None  None        None       0      5   2008      New       Partial
## 865    None MnPrv        None       0      8   2009       WD        Normal
## 866    None  None        None       0     11   2007      New       Partial
## 867    None  None        Shed     400      5   2007       WD        Normal
## 868    None  None        None       0      5   2006       WD        Normal
## 869    None GdPrv        None       0      6   2010       WD        Normal
## 870    None  None        None       0      8   2009       WD        Normal
## 871    None  None        None       0      6   2010       WD        Normal
## 872    None  GdWo        None       0     10   2008       WD        Normal
## 873    None  None        Othr       0      9   2009       WD        Normal
## 874    None  None        None       0      8   2009       WD       Abnorml
## 875    None  None        None       0      8   2007      New       Partial
## 876    None  None        None       0      1   2007       WD        Normal
## 877    None  None        None       0      6   2009       WD        Normal
## 878    None MnPrv        Shed     400      6   2010       WD        Normal
## 879    None  GdWo        None       0      7   2009       WD        Normal
## 880    None  None        None       0      6   2007       WD        Normal
## 881    None  None        None       0      4   2007       WD        Normal
## 882    None MnPrv        None       0     12   2009       WD        Normal
## 883    None  None        None       0      3   2006       WD        Normal
## 884    None  GdWo        None       0      7   2009       WD        Normal
## 885    None  None        None       0      1   2008      CWD       Abnorml
## 886    None  None        None       0      6   2006       WD        Family
## 887    None  None        None       0      4   2008       WD        Normal
## 888    None  None        None       0     10   2007       WD        Normal
## 889    None  None        None       0      2   2009       WD        Normal
## 890    None MnPrv        Shed    2000      7   2007       WD        Normal
## 891    None  None        None       0      7   2009       WD        Normal
## 892    None MnPrv        None       0      2   2006       WD        Normal
## 893    None GdPrv        None       0      6   2008       WD        Normal
## 894    None  None        None       0      6   2009       WD        Alloca
## 895    None  None        None       0     10   2008       WD        Normal
## 896    None  None        None       0      4   2006       WD       Abnorml
## 897    None  None        None       0      6   2009       WD        Alloca
## 898    None  None        None       0      3   2010      New       Partial
## 899    None  None        None       0      6   2006       WD        Normal
## 900    None  None        None       0      6   2007       WD        Normal
## 901    None  None        None       0      5   2009       WD        Normal
## 902    None  None        None       0      7   2006       WD        Normal
## 903    None  None        None       0      8   2006      New       Partial
## 904    None MnPrv        None       0      8   2007       WD        Normal
## 905    None MnPrv        None       0      2   2010       WD        Normal
## 906    None  None        None       0      6   2007       WD        Normal
## 907    None  None        None       0      6   2006       WD        Normal
## 908    None MnPrv        None       0      6   2006       WD        Normal
## 909    None  None        None       0      6   2009       WD        Normal
## 910    None  None        None       0      1   2010       WD        Normal
## 911    None  None        None       0     10   2009       WD        Normal
## 912    None MnPrv        Shed     620      7   2006       WD       Abnorml
## 913    None  None        None       0      8   2007       WD        Normal
## 914    None  None        None       0      6   2009      New       Partial
## 915    None  None        None       0      1   2007       WD        Normal
## 916    None  None        None       0     10   2006       WD       Abnorml
## 917    None  None        None       0      4   2009       WD        Normal
## 918    None GdPrv        None       0     11   2007       WD        Normal
## 919    None  None        None       0      5   2008       WD        Normal
## 920    None  None        None       0      7   2007       WD        Normal
## 921    None GdPrv        None       0      9   2008       WD        Normal
## 922    None  None        None       0     10   2006      New       Partial
## 923    None  None        None       0      7   2008       WD        Normal
## 924    None  None        None       0      5   2006       WD        Normal
## 925    None  None        None       0      3   2008       WD       Abnorml
## 926    None  None        None       0      5   2007       WD        Normal
## 927    None GdPrv        None       0      4   2008       WD        Normal
## 928    None  None        None       0      6   2009       WD        Normal
## 929    None  None        None       0     11   2006       WD        Normal
## 930    None  None        None       0      7   2009       WD        Normal
## 931    None  GdWo        None       0      7   2009       WD        Normal
## 932    None  None        None       0      3   2007       WD        Normal
## 933    None  None        None       0      8   2009       WD        Normal
## 934    None  None        None       0     11   2008       WD        Normal
## 935    None  None        None       0      6   2006       WD        Normal
## 936    None  None        None       0      8   2009       WD        Normal
## 937    None  None        None       0      2   2009       WD        Normal
## 938    None  None        None       0      8   2006      New       Partial
## 939    None  None        None       0      6   2010      COD        Normal
## 940    None  None        None       0      7   2006       WD        Normal
## 941    None GdPrv        None       0      6   2009       WD        Normal
## 942    None  None        None       0      8   2007      Oth       Abnorml
## 943    None  None        None       0      6   2007       WD        Normal
## 944    None  None        None       0      1   2009      COD       Abnorml
## 945    None  MnWw        None       0      9   2009       WD        Normal
## 946    None  None        None       0      3   2006       WD        Normal
## 947    None  None        None       0     11   2007       WD        Normal
## 948    None  None        None       0      2   2006       WD        Normal
## 949    None  None        None       0      3   2010       WD        Normal
## 950    None  None        None       0      7   2007       WD        Normal
## 951    None MnPrv        None       0      7   2006       WD       Abnorml
## 952    None MnPrv        None       0      4   2009       WD        Normal
## 953    None MnPrv        Shed     400      9   2008       WD        Normal
## 954    None  None        None       0     10   2006       WD       AdjLand
## 955    None  None        None       0      8   2007       WD        Normal
## 956    None GdPrv        None       0      5   2009       WD        Normal
## 957    None  None        None       0      4   2007       WD        Normal
## 958    None  None        None       0     10   2007       WD        Normal
## 959    None  None        None       0      5   2010       WD        Normal
## 960    None  None        None       0      2   2010       WD        Normal
## 961    None  None        None       0      7   2008       WD        Normal
## 962    None  None        None       0      7   2007       WD        Normal
## 963    None  None        None       0      5   2009       WD        Normal
## 964    None  None        None       0      2   2010       WD        Normal
## 965    None  None        None       0      7   2007      New       Partial
## 966    None  None        None       0      6   2009       WD        Normal
## 967    None  None        None       0      7   2008       WD        Normal
## 968    None  GdWo        None       0      5   2009       WD       Abnorml
## 969    None  None        None       0      3   2006    ConLD        Normal
## 970    None  None        None       0     12   2006       WD       Abnorml
## 971    None  None        None       0      7   2009       WD        Normal
## 972    None  None        None       0      4   2010       WD        Normal
## 973    None  None        None       0     12   2008      New       Partial
## 974    None GdPrv        None       0     10   2009       WD        Normal
## 975    None  None        None       0      4   2006       WD        Normal
## 976    None  None        None       0      8   2006       WD        Normal
## 977    None  None        None       0     11   2007      New       Partial
## 978    None  None        None       0      5   2007       WD       Abnorml
## 979    None MnPrv        None       0      6   2009       WD        Normal
## 980    None  None        None       0      7   2008       WD        Normal
## 981    None  None        None       0      7   2009       WD        Normal
## 982    None  None        None       0      3   2008       WD        Normal
## 983    None  None        None       0      5   2008       WD        Normal
## 984    None  None        None       0      8   2009      COD        Normal
## 985    None  None        None       0      8   2008    ConLD        Normal
## 986    None  None        None       0      6   2006       WD        Normal
## 987    None  None        None       0      4   2010      New       Partial
## 988    None  None        None       0      6   2007       WD        Normal
## 989    None  None        None       0      8   2006      New       Partial
## 990    None  None        None       0      6   2006       WD        Normal
## 991    None  None        None       0     11   2009       WD        Normal
## 992    None  MnWw        None       0      7   2007       WD        Normal
## 993    None  None        None       0      8   2006      New       Partial
## 994    None  None        None       0      7   2009       WD        Normal
## 995    None MnPrv        None       0      8   2006       WD       Abnorml
## 996    None  None        None       0      1   2006      COD        Normal
## 997    None  None        None       0      2   2009       WD        Normal
## 998    None  None        None       0      5   2006       WD        Normal
## 999    None  None        None       0      2   2010       WD        Normal
## 1000   None  None        None       0      7   2009       WD        Normal
## 1001   None  None        None       0      1   2007       WD       Abnorml
## 1002   None  None        None       0      7   2008       WD        Normal
## 1003   None  None        None       0      6   2007       WD        Normal
## 1004   None  None        None       0      5   2009       WD        Normal
## 1005   None  None        None       0     11   2008       WD        Normal
## 1006   None  None        None       0      3   2007       WD        Normal
## 1007   None  None        None       0      8   2009       WD        Normal
## 1008   None  None        None       0      4   2009       WD        Normal
## 1009   None  None        None       0      6   2006       WD        Normal
## 1010   None  None        None       0      8   2008       WD        Normal
## 1011   None  None        None       0      5   2010       WD        Normal
## 1012   None  None        None       0      8   2007       WD        Normal
## 1013   None  None        None       0      6   2009       WD        Normal
## 1014   None  None        None       0     11   2007       WD        Normal
## 1015   None  None        None       0     11   2009       WD        Normal
## 1016   None  None        None       0      6   2009       WD        Normal
## 1017   None  None        None       0      8   2009      COD       Abnorml
## 1018   None  None        None       0      5   2007       WD        Normal
## 1019   None  None        None       0      4   2006       WD        Normal
## 1020   None  None        None       0      6   2008       WD        Normal
## 1021   None  None        None       0      7   2006      New       Partial
## 1022   None  None        None       0      3   2007       WD        Normal
## 1023   None  None        None       0      5   2008       WD        Normal
## 1024   None  None        None       0      5   2008      COD       Abnorml
## 1025   None MnPrv        None       0      3   2007       WD        Normal
## 1026   None  None        None       0      4   2010       WD        Normal
## 1027   None  None        None       0      4   2008      New       Partial
## 1028   None  None        None       0      4   2007       WD        Normal
## 1029   None  None        None       0      5   2006       WD        Normal
## 1030   None  None        None       0      7   2006       WD        Normal
## 1031   None  None        None       0      8   2009       WD        Normal
## 1032   None  None        None       0     11   2006       WD       Abnorml
## 1033   None  None        None       0      2   2006       WD        Normal
## 1034   None MnPrv        None       0      6   2007       WD        Normal
## 1035   None  None        None       0      1   2009       WD        Normal
## 1036   None  None        None       0      9   2009       WD        Normal
## 1037   None  None        None       0      9   2008       WD        Normal
## 1038   None  None        None       0      5   2009       WD        Normal
## 1039   None  None        None       0      4   2009       WD        Normal
## 1040   None GdPrv        None       0      1   2006       WD        Normal
## 1041   None  None        None       0      7   2008       WD        Normal
## 1042   None  None        None       0      8   2009       WD        Normal
## 1043   None  None        None       0      5   2008       WD        Normal
## 1044   None MnPrv        None       0      7   2009       WD        Normal
## 1045   None  None        None       0      6   2009       WD        Normal
## 1046   None  None        None       0      7   2006      New       Partial
## 1047   None  None        None       0      2   2008       WD        Normal
## 1048   None GdPrv        None       0     11   2009       WD        Normal
## 1049   None  None        None       0      4   2010       WD       Abnorml
## 1050   None  None        None       0      8   2007      New       Partial
## 1051   None  None        None       0     10   2007      New       Partial
## 1052   None GdPrv        None       0      6   2007       WD        Normal
## 1053   None  None        None       0      5   2010       WD        Normal
## 1054   None  None        None       0     11   2006       WD        Normal
## 1055   None MnPrv        None       0      5   2008      COD       Abnorml
## 1056   None  None        None       0      6   2006       WD        Normal
## 1057   None  None        None       0      1   2009       WD        Normal
## 1058   None  None        None       0      7   2009       WD        Normal
## 1059   None  None        None       0      3   2007       WD        Normal
## 1060   None  None        None       0      4   2010       WD        Normal
## 1061   None  None        Shed     560      8   2008    ConLD        Normal
## 1062   None  None        None       0      9   2007       WD        Normal
## 1063   None MnPrv        None       0      7   2006       WD        Normal
## 1064   None MnPrv        None       0     11   2009       WD        Normal
## 1065   None  None        None       0      4   2010       WD        Normal
## 1066   None  None        None       0      5   2009       WD        Normal
## 1067   None  None        None       0      6   2008       WD        Normal
## 1068   None GdPrv        None       0      6   2006       WD        Normal
## 1069   None  None        None       0      5   2007       WD        Normal
## 1070   None  None        None       0      6   2007       WD        Normal
## 1071   None  None        None       0      5   2009       WD        Normal
## 1072   None  None        None       0      8   2006       WD        Normal
## 1073   None MnPrv        None       0      7   2009       WD        Normal
## 1074   None  None        None       0      5   2007       WD        Normal
## 1075   None  None        None       0      7   2007      CWD        Normal
## 1076   None  None        Shed     500      4   2006       WD        Normal
## 1077   None  None        None       0      3   2006       WD       Abnorml
## 1078   None  None        None       0      5   2006       WD        Normal
## 1079   None  None        None       0      4   2007       WD        Normal
## 1080   None  None        None       0     10   2008      COD       Abnorml
## 1081   None MnPrv        None       0      6   2010       WD        Normal
## 1082   None  None        None       0      9   2007       WD        Normal
## 1083   None MnPrv        Shed     700      3   2006       WD        Normal
## 1084   None  None        None       0      7   2006       WD        Normal
## 1085   None  None        None       0      4   2010       WD        Normal
## 1086   None  None        None       0      5   2010       WD        Normal
## 1087   None  None        None       0      5   2009       WD        Normal
## 1088   None  None        None       0      4   2006       WD        Normal
## 1089   None  None        None       0      4   2006       WD        Normal
## 1090   None  None        None       0      6   2009       WD        Normal
## 1091   None  None        None       0      3   2008       WD        Normal
## 1092   None  None        None       0      6   2008       WD        Normal
## 1093   None MnPrv        None       0     10   2006       WD        Normal
## 1094   None  None        None       0      5   2010       WD        Normal
## 1095   None  None        None       0      3   2007       WD        Normal
## 1096   None  None        None       0      3   2007       WD        Normal
## 1097   None  None        None       0     10   2007       WD        Normal
## 1098   None  None        None       0      7   2009       WD        Normal
## 1099   None  None        None       0      4   2009      COD       Abnorml
## 1100   None  None        None       0      1   2009       WD        Normal
## 1101   None  None        None       0      7   2007       WD        Normal
## 1102   None  MnWw        None       0      4   2007       WD        Family
## 1103   None  None        None       0      7   2006       WD        Normal
## 1104   None  None        None       0      4   2007       WD        Normal
## 1105   None  None        None       0      4   2010       WD        Normal
## 1106   None  None        None       0      5   2007       WD        Normal
## 1107   None  None        None       0      9   2006      New       Partial
## 1108   None  None        None       0     11   2007       WD       Abnorml
## 1109   None  None        None       0      3   2009       WD        Normal
## 1110   None  None        None       0      6   2008       WD        Normal
## 1111   None  None        None       0      9   2008       WD        Normal
## 1112   None  None        None       0      7   2006       WD        Normal
## 1113   None  None        None       0      5   2007       WD        Normal
## 1114   None MnPrv        None       0      8   2006       WD        Normal
## 1115   None  None        None       0     11   2007      New       Partial
## 1116   None  None        None       0      3   2009       WD        Normal
## 1117   None  None        None       0      5   2008       WD        Normal
## 1118   None  None        None       0     12   2008       WD        Normal
## 1119   None  GdWo        None       0      7   2006       WD        Normal
## 1120   None MnPrv        None       0      5   2007       WD        Normal
## 1121   None  None        None       0      7   2006      New       Partial
## 1122   None MnPrv        None       0     10   2009      COD       Abnorml
## 1123   None  None        None       0      6   2009       WD        Normal
## 1124   None  None        None       0      7   2007       WD        Normal
## 1125   None  None        None       0     11   2009       WD        Normal
## 1126   None  None        None       0      6   2009       WD        Normal
## 1127   None  None        None       0     11   2007       WD        Family
## 1128   None  None        None       0      7   2007       WD        Normal
## 1129   None  None        None       0      8   2007       WD        Normal
## 1130   None MnPrv        None       0     12   2009       WD        Normal
## 1131   None MnPrv        None       0      9   2007      Oth       Abnorml
## 1132   None  None        None       0      5   2007       WD        Normal
## 1133   None  None        None       0      6   2009       WD        Normal
## 1134   None  None        None       0      8   2007       WD        Normal
## 1135   None  None        None       0      5   2007       WD        Normal
## 1136   None  None        None       0      4   2008       WD       Abnorml
## 1137   None  None        None       0      5   2010       WD        Normal
## 1138   None  None        None       0      5   2009       WD        Normal
## 1139   None  None        None       0      5   2007       WD        Normal
## 1140   None  None        None       0      6   2008      COD       Abnorml
## 1141   None  None        None       0     10   2009       WD        Normal
## 1142   None  None        None       0      4   2007      New       Partial
## 1143   None  None        None       0      7   2008       WD        Normal
## 1144   None MnPrv        None       0      7   2010       WD        Normal
## 1145   None  None        None       0      8   2006       WD        Family
## 1146   None  None        None       0      5   2006       WD        Normal
## 1147   None  None        None       0      7   2009       WD        Normal
## 1148   None  None        None       0      8   2008       WD        Normal
## 1149   None  None        None       0      7   2009       WD        Normal
## 1150   None GdPrv        None       0     11   2007       WD        Normal
## 1151   None  None        None       0     11   2006       WD        Normal
## 1152   None  None        None       0      7   2006       WD       Abnorml
## 1153   None  None        None       0      6   2008       WD        Normal
## 1154   None GdPrv        None       0      5   2008       WD        Normal
## 1155   None  None        None       0      7   2007       WD        Normal
## 1156   None MnPrv        None       0     10   2008       WD        Normal
## 1157   None  None        None       0      7   2009       WD        Normal
## 1158   None  None        None       0      6   2008    ConLD       Partial
## 1159   None  None        None       0      7   2008       WD        Normal
## 1160   None  None        None       0      7   2010       WD        Normal
## 1161   None  None        None       0     11   2008       WD        Normal
## 1162   None  None        None       0      5   2007       WD        Normal
## 1163   None  None        None       0      1   2008       WD        Alloca
## 1164   None  None        None       0      6   2007       WD        Normal
## 1165   None  None        None       0      9   2009      New       Partial
## 1166   None  None        None       0      2   2010       WD        Normal
## 1167   None  None        None       0      2   2006       WD        Normal
## 1168   None  None        None       0      7   2008       WD        Normal
## 1169   None  None        None       0      7   2006       WD        Normal
## 1170     Gd GdPrv        None       0      7   2008       WD        Normal
## 1171   None  None        Shed    1400     11   2008       WD        Normal
## 1172   None  None        None       0      3   2008       WD        Normal
## 1173   None MnPrv        None       0      3   2007       WD        Normal
## 1174   None  None        None       0      7   2006       WD        Normal
## 1175   None  None        None       0      4   2007       WD        Normal
## 1176   None MnPrv        None       0     10   2008       WD        Normal
## 1177   None  None        None       0     12   2009       WD        Normal
## 1178   None  None        None       0      7   2009       WD        Normal
## 1179   None  None        None       0      4   2006       WD        Normal
## 1180   None GdPrv        None       0      4   2006       WD        Normal
## 1181   None  None        None       0     11   2008      New       Partial
## 1182     Ex MnPrv        None       0      7   2007       WD       Abnorml
## 1183   None  None        None       0      6   2006       WD        Normal
## 1184   None  None        None       0      5   2007       WD        Normal
## 1185   None  None        None       0      3   2006       WD        Normal
## 1186   None  None        None       0      8   2009       WD       Abnorml
## 1187   None GdPrv        None       0      7   2006       WD        Normal
## 1188   None  None        None       0      7   2009       WD        Normal
## 1189   None  None        None       0      6   2010       WD        Normal
## 1190   None  None        None       0      3   2007       WD        Normal
## 1191   None  None        None       0     11   2007       WD        Normal
## 1192   None  GdWo        None       0      7   2007       WD        Normal
## 1193   None  None        None       0      6   2009       WD        Normal
## 1194   None MnPrv        None       0      3   2010       WD        Normal
## 1195   None  None        None       0      7   2008       WD        Normal
## 1196   None  None        None       0     11   2006      New       Partial
## 1197   None  None        None       0      7   2006    ConLw        Normal
## 1198   None  None        None       0      6   2009       WD        Normal
## 1199   None  None        None       0     10   2006       WD        Normal
## 1200   None  None        Shed       0      7   2006      Oth       Abnorml
## 1201   None  None        None       0      3   2009       WD        Normal
## 1202   None  None        None       0      5   2009       WD        Normal
## 1203   None  None        None       0     10   2009       WD        Normal
## 1204   None MnPrv        None       0      7   2006       WD        Normal
## 1205   None  None        None       0      6   2009       WD        Normal
## 1206   None MnPrv        None       0     11   2006       WD        Normal
## 1207   None  None        None       0      5   2006       WD        Normal
## 1208   None  None        None       0     10   2008       WD        Normal
## 1209   None  None        None       0      5   2006      New       Partial
## 1210   None GdPrv        Shed     400      5   2010       WD        Normal
## 1211   None  None        None       0      6   2010       WD        Normal
## 1212   None  None        None       0      8   2009       WD        Normal
## 1213   None  None        None       0      5   2006       WD        Normal
## 1214   None  None        None       0      5   2006       WD        Normal
## 1215   None MnPrv        None       0      5   2007       WD        Normal
## 1216   None  None        None       0      4   2010       WD        Normal
## 1217   None  None        None       0      9   2009      New       Partial
## 1218   None  None        None       0      7   2006       WD        Normal
## 1219   None  None        None       0      4   2006       WD       Abnorml
## 1220   None  None        None       0     11   2006       WD       Abnorml
## 1221   None  None        None       0      8   2008       WD        Normal
## 1222   None  GdWo        None       0      1   2007       WD        Normal
## 1223   None MnPrv        None       0     10   2006       WD        Normal
## 1224   None  None        None       0      2   2008       WD        Normal
## 1225   None  MnWw        None       0      6   2007       WD        Normal
## 1226   None  None        None       0      1   2008       WD        Normal
## 1227   None  None        None       0     12   2008       WD        Normal
## 1228   None  None        None       0     10   2008      New       Partial
## 1229   None  GdWo        None       0      8   2008       WD        Normal
## 1230   None  None        Gar2    8300      8   2007       WD        Normal
## 1231   None  GdWo        None       0      5   2006       WD        Normal
## 1232   None  None        None       0      3   2007       WD        Normal
## 1233   None MnPrv        None       0      5   2010      COD       Abnorml
## 1234   None  None        None       0     11   2008       WD       Abnorml
## 1235   None  None        None       0      7   2006       WD        Normal
## 1236   None  None        None       0      6   2010       WD        Normal
## 1237   None  None        None       0      9   2006       WD        Normal
## 1238   None  None        None       0      3   2006       WD       Abnorml
## 1239   None  None        None       0     12   2007       WD        Normal
## 1240   None  None        None       0      7   2008       WD        Normal
## 1241   None  None        None       0      6   2007      New       Partial
## 1242   None MnPrv        None       0      1   2010       WD        Family
## 1243   None  None        None       0      9   2006      New       Partial
## 1244   None  None        None       0      6   2006       WD        Normal
## 1245   None  None        None       0      1   2007       WD       Abnorml
## 1246   None  None        None       0      3   2006      New       Partial
## 1247   None  None        None       0      5   2010       WD        Normal
## 1248   None  None        None       0      4   2008       WD        Normal
## 1249   None  None        None       0      5   2007       WD        Normal
## 1250   None  None        None       0      4   2010       WD        Normal
## 1251   None  None        None       0      3   2006       WD        Normal
## 1252   None  GdWo        Shed     600     11   2009       WD        Normal
## 1253   None MnPrv        None       0      7   2007       WD        Normal
## 1254   None  None        None       0      7   2008       WD        Normal
## 1255   None  None        None       0     11   2007       WD        Normal
## 1256   None  None        None       0      8   2008       WD        Normal
## 1257   None  None        None       0      7   2009       WD        Normal
## 1258   None  None        None       0      7   2008       WD        Normal
## 1259   None  None        None       0      7   2008       WD        Normal
## 1260   None  None        None       0      6   2009       WD        Normal
## 1261   None  None        None       0      6   2009       WD        Normal
## 1262   None  None        None       0     11   2009       WD        Normal
## 1263   None GdPrv        None       0      7   2007       WD        Normal
## 1264   None  None        None       0      8   2008      COD       Abnorml
## 1265   None  None        None       0      3   2006       WD        Normal
##      LotFrontage
## 1           65.0
## 2           80.0
## 3           68.0
## 4           60.0
## 5           84.0
## 6           85.0
## 7           75.0
## 8           80.0
## 9           51.0
## 10          50.0
## 11          70.0
## 12          85.0
## 13          71.0
## 14          91.0
## 15          73.0
## 16          51.0
## 17          73.0
## 18          72.0
## 19          66.0
## 20          70.0
## 21         101.0
## 22          57.0
## 23          75.0
## 24          44.0
## 25          71.0
## 26         110.0
## 27          60.0
## 28          98.0
## 29          47.0
## 30          60.0
## 31          50.0
## 32          71.0
## 33          85.0
## 34          70.0
## 35          60.0
## 36         108.0
## 37         112.0
## 38          74.0
## 39          68.0
## 40          65.0
## 41          84.0
## 42         115.0
## 43          66.5
## 44          70.0
## 45          70.0
## 46          61.0
## 47          48.0
## 48          84.0
## 49          33.0
## 50          66.0
## 51          65.0
## 52          52.0
## 53         110.0
## 54          68.0
## 55          60.0
## 56         100.0
## 57          24.0
## 58          89.0
## 59          66.0
## 60          60.0
## 61          63.0
## 62          60.0
## 63          44.0
## 64          50.0
## 65          70.0
## 66          76.0
## 67          73.0
## 68          72.0
## 69          47.0
## 70          81.0
## 71          95.0
## 72          69.0
## 73          74.0
## 74          85.0
## 75          60.0
## 76          21.0
## 77          73.0
## 78          50.0
## 79          72.0
## 80          60.0
## 81         100.0
## 82          32.0
## 83          78.0
## 84          80.0
## 85          65.0
## 86         121.0
## 87         122.0
## 88          40.0
## 89         105.0
## 90          60.0
## 91          60.0
## 92          85.0
## 93          80.0
## 94          60.0
## 95          69.0
## 96          65.0
## 97          78.0
## 98          73.0
## 99          85.0
## 100         77.0
## 101         80.0
## 102         77.0
## 103         64.0
## 104         94.0
## 105         60.0
## 106         75.0
## 107         60.0
## 108         50.0
## 109         85.0
## 110        105.0
## 111         75.0
## 112         65.0
## 113         77.0
## 114         74.0
## 115         61.0
## 116         34.0
## 117         71.0
## 118         74.0
## 119         90.0
## 120         65.0
## 121         80.0
## 122         50.0
## 123         75.0
## 124         55.0
## 125         48.0
## 126         60.0
## 127         24.0
## 128         55.0
## 129         69.0
## 130         69.0
## 131         88.0
## 132         65.0
## 133         75.0
## 134         85.0
## 135         78.0
## 136         80.0
## 137         73.0
## 138         82.0
## 139         73.0
## 140         65.0
## 141         70.0
## 142         78.0
## 143         71.0
## 144         78.0
## 145         70.0
## 146         24.0
## 147         51.0
## 148         65.0
## 149         63.0
## 150         52.0
## 151        120.0
## 152        107.0
## 153         80.0
## 154         80.0
## 155         84.0
## 156         60.0
## 157         60.0
## 158         92.0
## 159        100.0
## 160        134.0
## 161         68.0
## 162        110.0
## 163         95.0
## 164         55.0
## 165         40.0
## 166         62.0
## 167         80.0
## 168         86.0
## 169         62.0
## 170         85.0
## 171         60.0
## 172        141.0
## 173         44.0
## 174         80.0
## 175         47.0
## 176         84.0
## 177         97.0
## 178         71.0
## 179         63.0
## 180         60.0
## 181         73.5
## 182         54.0
## 183         60.0
## 184         63.0
## 185         92.0
## 186         90.0
## 187         73.0
## 188         60.0
## 189         64.0
## 190         41.0
## 191         70.0
## 192         73.0
## 193         68.0
## 194         24.0
## 195         60.0
## 196         24.0
## 197         79.0
## 198        174.0
## 199         92.0
## 200         76.0
## 201         80.0
## 202         75.0
## 203         50.0
## 204         70.0
## 205         50.0
## 206         99.0
## 207         40.0
## 208         73.0
## 209         66.5
## 210         75.0
## 211         67.0
## 212         83.0
## 213         72.0
## 214         43.0
## 215         70.0
## 216         72.0
## 217         65.0
## 218         57.0
## 219         74.0
## 220         43.0
## 221         73.0
## 222         65.0
## 223         85.0
## 224         70.0
## 225        103.0
## 226         21.0
## 227         82.0
## 228         21.0
## 229         70.0
## 230         43.0
## 231         73.0
## 232        174.0
## 233         21.0
## 234         75.0
## 235         65.0
## 236         21.0
## 237         65.0
## 238         66.5
## 239         93.0
## 240         52.0
## 241         75.0
## 242         40.0
## 243         63.0
## 244         75.0
## 245         66.5
## 246         80.0
## 247         69.0
## 248         75.0
## 249         72.0
## 250         80.0
## 251         55.0
## 252         44.0
## 253         65.0
## 254         85.0
## 255         70.0
## 256         66.0
## 257         64.0
## 258         68.0
## 259         80.0
## 260         70.0
## 261        120.0
## 262         69.0
## 263         88.0
## 264         50.0
## 265         30.0
## 266         78.0
## 267         70.0
## 268         60.0
## 269         71.0
## 270         64.5
## 271         84.0
## 272         73.0
## 273         92.0
## 274         80.0
## 275         76.0
## 276         55.0
## 277        129.0
## 278        140.0
## 279        107.0
## 280         83.0
## 281         82.0
## 282         60.0
## 283         34.0
## 284         74.0
## 285         50.0
## 286         35.0
## 287         77.0
## 288         73.0
## 289         71.0
## 290         60.0
## 291        120.0
## 292         55.0
## 293         60.0
## 294         80.0
## 295         80.0
## 296         37.0
## 297         75.0
## 298         66.0
## 299         90.0
## 300         80.0
## 301         90.0
## 302         66.0
## 303        118.0
## 304         70.0
## 305         87.0
## 306         80.0
## 307        116.0
## 308         60.0
## 309         64.5
## 310         90.0
## 311         65.0
## 312         50.0
## 313         65.0
## 314        150.0
## 315         60.0
## 316         71.0
## 317         94.0
## 318         75.0
## 319         90.0
## 320         80.0
## 321        111.0
## 322         99.0
## 323         86.0
## 324         49.0
## 325         96.0
## 326         50.0
## 327         32.0
## 328         80.0
## 329         52.0
## 330         60.0
## 331         73.0
## 332         70.0
## 333         85.0
## 334         59.0
## 335         59.0
## 336         85.0
## 337         86.0
## 338         70.0
## 339         91.0
## 340         66.0
## 341         85.0
## 342         60.0
## 343         73.0
## 344         63.0
## 345         36.0
## 346         65.0
## 347         73.0
## 348         73.0
## 349         36.0
## 350         56.0
## 351         68.0
## 352         80.0
## 353         60.0
## 354         60.0
## 355         60.0
## 356        105.0
## 357         65.0
## 358         44.0
## 359         92.0
## 360         78.0
## 361         73.0
## 362         52.0
## 363         64.0
## 364         21.0
## 365         80.0
## 366         59.0
## 367         73.0
## 368        101.0
## 369         78.0
## 370         73.0
## 371         65.0
## 372         80.0
## 373         50.0
## 374         79.0
## 375         65.0
## 376         64.5
## 377         57.0
## 378        102.0
## 379         88.0
## 380         60.0
## 381         50.0
## 382         60.0
## 383         79.0
## 384         60.0
## 385         80.0
## 386         43.0
## 387         58.0
## 388         72.0
## 389         93.0
## 390         96.0
## 391         50.0
## 392         71.0
## 393         73.0
## 394         52.0
## 395         60.0
## 396         68.0
## 397         60.0
## 398         69.0
## 399         60.0
## 400         65.0
## 401         38.0
## 402         65.0
## 403         60.0
## 404         93.0
## 405         65.0
## 406         71.0
## 407         51.0
## 408         63.0
## 409        109.0
## 410         85.0
## 411         68.0
## 412        100.0
## 413         73.5
## 414         56.0
## 415         59.0
## 416         73.0
## 417         74.0
## 418         86.0
## 419         60.0
## 420         65.0
## 421         78.0
## 422         80.0
## 423        100.0
## 424         80.0
## 425         72.0
## 426         60.0
## 427         66.5
## 428         77.0
## 429         64.0
## 430        130.0
## 431         21.0
## 432         60.0
## 433         24.0
## 434        100.0
## 435         21.0
## 436         43.0
## 437         40.0
## 438         50.0
## 439         40.0
## 440         67.0
## 441        105.0
## 442         92.0
## 443         52.0
## 444         53.0
## 445         70.0
## 446         73.0
## 447        137.0
## 448         65.0
## 449         50.0
## 450         50.0
## 451         70.0
## 452         62.0
## 453         85.0
## 454         75.0
## 455         63.0
## 456         80.0
## 457         34.0
## 458         80.0
## 459         60.0
## 460         52.0
## 461         75.0
## 462         60.0
## 463         60.0
## 464         74.0
## 465         60.0
## 466         43.0
## 467         85.0
## 468         79.0
## 469         98.0
## 470         76.0
## 471         61.5
## 472         92.0
## 473         35.0
## 474        110.0
## 475         41.0
## 476         80.0
## 477         75.0
## 478        105.0
## 479         79.0
## 480         50.0
## 481         98.0
## 482         72.0
## 483         50.0
## 484         32.0
## 485         71.0
## 486         80.0
## 487         79.0
## 488         70.0
## 489         60.0
## 490         21.0
## 491         21.0
## 492         79.0
## 493        105.0
## 494         70.0
## 495         50.0
## 496         60.0
## 497         91.0
## 498         60.0
## 499         65.0
## 500         70.0
## 501         21.0
## 502         75.0
## 503         70.0
## 504        100.0
## 505         24.0
## 506         60.0
## 507         80.0
## 508         75.0
## 509         60.0
## 510         80.0
## 511         75.0
## 512         40.0
## 513         70.0
## 514         71.0
## 515         55.0
## 516         94.0
## 517         80.0
## 518         79.0
## 519         70.0
## 520         53.0
## 521         60.0
## 522         90.0
## 523         50.0
## 524         95.0
## 525         62.0
## 526         70.0
## 527         67.0
## 528         58.0
## 529         74.0
## 530         85.0
## 531         60.0
## 532         60.0
## 533         50.0
## 534         74.0
## 535         70.0
## 536         57.0
## 537         73.0
## 538         71.0
## 539         70.0
## 540         85.0
## 541         91.0
## 542         78.0
## 543         34.0
## 544         58.0
## 545         80.0
## 546         70.0
## 547         54.0
## 548         49.0
## 549         75.0
## 550         53.0
## 551         50.0
## 552         87.0
## 553         67.0
## 554         85.0
## 555         58.0
## 556         69.0
## 557         60.0
## 558         57.0
## 559         43.0
## 560         71.0
## 561         77.0
## 562         63.0
## 563         66.0
## 564         91.0
## 565         66.0
## 566         77.0
## 567         70.0
## 568         79.0
## 569         73.0
## 570         74.0
## 571         60.0
## 572         83.0
## 573         76.0
## 574         70.0
## 575         80.0
## 576         52.0
## 577         96.0
## 578         34.0
## 579         81.0
## 580         73.0
## 581         98.0
## 582         81.0
## 583         75.0
## 584         51.0
## 585         88.0
## 586         55.0
## 587         74.0
## 588         65.0
## 589         50.0
## 590         64.0
## 591         97.0
## 592         60.0
## 593         70.0
## 594         88.0
## 595         69.0
## 596         60.0
## 597         53.0
## 598         80.0
## 599         24.0
## 600         74.0
## 601         50.0
## 602         80.0
## 603         30.0
## 604         88.0
## 605         85.0
## 606         82.0
## 607         78.0
## 608         78.0
## 609         61.0
## 610         70.0
## 611         80.0
## 612         70.0
## 613         70.0
## 614         21.0
## 615         80.0
## 616         65.0
## 617         59.0
## 618         90.0
## 619         85.0
## 620         45.0
## 621         90.0
## 622         71.0
## 623         73.5
## 624         80.0
## 625         87.0
## 626         73.0
## 627         80.0
## 628         70.0
## 629         82.0
## 630         50.0
## 631         34.0
## 632         85.0
## 633         80.0
## 634         64.0
## 635         60.0
## 636         51.0
## 637         50.0
## 638         67.0
## 639         53.0
## 640         62.0
## 641         73.5
## 642         75.0
## 643         80.0
## 644         85.0
## 645         73.0
## 646         60.0
## 647         85.0
## 648         70.0
## 649         21.0
## 650         65.0
## 651         60.0
## 652         70.0
## 653         60.0
## 654         91.0
## 655         21.0
## 656         72.0
## 657         60.0
## 658         78.0
## 659         75.0
## 660         80.0
## 661         52.0
## 662        120.0
## 663         90.0
## 664         49.0
## 665        106.0
## 666         73.0
## 667         65.0
## 668         71.0
## 669         80.0
## 670         64.0
## 671         54.0
## 672         68.0
## 673        110.0
## 674         80.0
## 675         24.0
## 676         60.0
## 677         52.0
## 678         80.0
## 679         71.0
## 680         50.0
## 681         55.0
## 682         80.0
## 683         90.0
## 684         58.0
## 685         61.5
## 686         84.0
## 687         73.5
## 688         60.0
## 689         61.0
## 690         70.0
## 691        104.0
## 692         42.0
## 693         60.0
## 694         51.0
## 695         54.0
## 696         50.0
## 697         57.0
## 698         65.0
## 699         59.0
## 700         85.0
## 701         80.0
## 702         82.0
## 703         76.0
## 704         70.0
## 705         70.0
## 706         80.0
## 707         48.0
## 708         65.0
## 709         71.0
## 710         56.0
## 711         66.0
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##  [ reached 'max' / getOption("max.print") -- omitted 1652 rows ]

Lable Encoding

Before we feed in our train data into ML models, we first need to transform our categorical variables into numerical attributes which can be processed by the models. We perform lable encoding using as.factor

# Transform to categorical features
full_dat$MSSubClass <- as.factor(full_dat$MSSubClass)
full_dat$OverallQual<- as.factor(full_dat$OverallQual)
full_dat$OverallCond<- as.factor(full_dat$OverallCond)

We will split them back to train and test data

train_dat <- full_dat[1:1458,]
test_dat <- full_dat[1459:2917,]

Add the outcome variable ‘SalePrice’ back to train data

train_dat$SalePrice <- Y.trn

Model training

# We will create data matrix for our train and test data to be used later
X.tst <- data.matrix(test_dat[, 1:79])
X.trn <- data.matrix(train_dat[, 1:79])

Install and run required libraries

# install.packages("caret", dependencies = TRUE)
# install.packages("randomForest")
library(caret)
## Warning: 程辑包'caret'是用R版本4.2.2 来建造的
## 
## 载入程辑包:'caret'
## The following object is masked from 'package:survival':
## 
##     cluster
library(randomForest)
## Warning: 程辑包'randomForest'是用R版本4.2.2 来建造的
## randomForest 4.7-1.1
## Type rfNews() to see new features/changes/bug fixes.
## 
## 载入程辑包:'randomForest'
## The following object is masked from 'package:dplyr':
## 
##     combine
## The following object is masked from 'package:ggplot2':
## 
##     margin

Random Forest Algorithm

# Set a random seed
set.seed(42)
# Training using ‘random forest’ algorithm
rf_model <- train(SalePrice ~., data = train_dat, method = 'rf', trControl = trainControl(method = 'cv', number = 5)) 
# Use 5 folds for cross-validation
rf_model
## Random Forest 
## 
## 1458 samples
##   79 predictor
## 
## No pre-processing
## Resampling: Cross-Validated (5 fold) 
## Summary of sample sizes: 1167, 1167, 1166, 1166, 1166 
## Resampling results across tuning parameters:
## 
##   mtry  RMSE      Rsquared   MAE     
##     2   47403.93  0.7921125  30176.90
##   144   27235.38  0.8915446  17109.41
##   287   27497.41  0.8872381  17391.55
## 
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was mtry = 144.

The best random forest model generated has a r^2 of 89.15% and RMSE of 27235.38 and MAE of 17109.41. We will now predict the sale price for our test data using this rf model

test_dat$SalePrice_rf <- predict(rf_model, newdata = test_dat) # predict test data using rf_model
test_dat$SalePrice_rf
##    [1] 126156.16 152079.20 183861.74 187390.08 192896.13 182407.94 173017.71
##    [8] 176419.64 178316.48 126883.10 207916.58  94872.70  99024.26 152116.06
##   [15] 112201.76 343680.43 246598.73 294173.08 276486.69 497661.33 315359.98
##   [22] 203244.87 186289.34 168021.27 170979.63 200012.87 328398.48 227053.16
##   [29] 210220.56 228815.31 190266.85  96159.32 174892.49 294743.48 292004.30
##   [36] 243904.78 189571.89 154595.32 152498.21 160238.47 171701.53 152445.01
##   [43] 272752.59 228333.27 216658.63 179070.33 253664.83 197281.28 161148.83
##   [50] 153544.19 152471.08 174135.61 142986.03 163590.40 229472.63 159660.45
##   [57] 153122.41 135724.45 231082.94 138955.12 145793.49 162240.47 116495.80
##   [64] 121112.93 127833.51 130216.47 109040.19 126174.08 144171.61 162219.58
##   [71] 139788.16 104071.49 151453.44 114355.89 157747.18 115872.70  99817.95
##   [78] 142069.19 210556.18 129848.45 143863.58 141383.30 179633.36  85065.62
##   [85] 101623.70 121795.82 135304.77 127495.46 114818.45 142933.90 117278.15
##   [92] 156443.72 144342.77 111073.89 173222.20  99589.10 127235.16  87507.83
##   [99] 136684.78 149441.79 187565.51 127541.14 125799.98 163633.93 162195.83
##  [106] 222589.62  89821.34 231059.26 157562.55 131463.61 131608.04 145777.73
##  [113] 247707.12 127398.35 221733.47 254721.00 205863.56 142638.43 145263.21
##  [120] 185935.38 143986.96 127949.49 340802.38 240863.60 140614.39  83365.33
##  [127] 104258.77 147637.27 102236.74 135062.26 104326.19 127927.09 112860.04
##  [134] 156152.24 138098.99 228396.88 172383.11 190984.99 159157.18 176303.67
##  [141]  85379.69 111237.81  95429.89 279989.59 251341.77 169686.33 182165.42
##  [148] 222376.02 199625.15 170565.14 151712.94 185672.75 180251.81 120906.51
##  [155]  87102.85  83568.95  88002.21 126178.15 135272.50 185747.81 150431.61
##  [162] 145581.25 279831.49 237884.90 126815.42 172126.06 185639.41 274407.65
##  [169] 176256.80 328017.24 195037.07 235764.82 169941.83 191217.75 180864.33
##  [176] 166717.90 191650.21 201295.00 178281.57 233606.18 177638.24 221073.57
##  [183] 224131.51 222128.55 187573.03 156677.65 158641.64 145905.50 140399.81
##  [190] 124770.58 123889.21  93244.77  94502.67 156268.41 136609.76 148473.37
##  [197] 155010.91 159804.54 123905.28 156397.81 459473.57 364993.18 366608.13
##  [204] 486018.91 300776.49 339136.15 359260.54 318809.95 287719.39 330702.13
##  [211] 271873.51 491117.76 301509.26 251999.34 200335.19 200064.02 217635.82
##  [218] 486061.28 394107.15 308274.66 234030.14 309821.63 192918.04 172801.66
##  [225] 175900.70 171554.07 167854.40 188589.79 188456.10 184914.02 174346.42
##  [232] 254798.77 169511.30 182880.26 171012.96 297123.65 170599.01 361839.89
##  [239] 343493.11 247208.79 259810.10 253920.65 252738.21 293757.66 217360.67
##  [246] 465185.07 220876.15 222774.59 252088.86 213283.67 266286.18 252165.26
##  [253] 286381.42 217380.36 203636.68 183777.12 160069.98 136592.74 209748.61
##  [260] 242720.87 159108.17 127489.60 158193.77 207360.33 229307.91 201160.65
##  [267] 182258.91 183562.51 162308.11 166202.71 124677.02 131626.74 125591.25
##  [274] 131599.41 137126.11 117883.68 342638.13 211893.14 347210.22 248861.16
##  [281] 201384.05 171260.67 175110.43 284710.68 213512.60 238067.88 208124.11
##  [288] 221565.02 163105.89 147360.92 215743.75 122767.07 149926.96 192183.96
##  [295] 167520.82 122841.92 118775.30 160432.87 162127.78 162875.83 152770.87
##  [302] 188281.64 172291.44 120010.23 211956.11 169105.96 209523.45 144047.70
##  [309] 154771.56 143983.86 137058.29 142721.51 142854.00 147943.83 131184.86
##  [316] 120289.76 115852.76 137089.96 115835.47 168739.30 131224.65 106073.43
##  [323] 135640.57 105559.39 114029.25 172247.02 165745.01  70270.65  94851.48
##  [330] 100712.85 195059.35 153694.99 142751.37 141746.37 136970.44 128640.42
##  [337] 115153.33 126504.40 112112.14 129557.64 134297.68 144362.80 154460.67
##  [344] 142420.89 135653.84 112330.54 132549.47 120385.39 122670.11 151275.45
##  [351] 131830.66 113482.35 120809.49  98095.24  70633.30 103296.83 152929.20
##  [358] 137552.52 116506.15  89907.47 121691.24 169393.23  73760.97 129328.49
##  [365] 140413.91 103884.15 109321.95 134516.78 116241.38 135823.34 140476.08
##  [372] 126714.57 143732.96 128432.27 142250.57 127183.22 103675.22 126983.41
##  [379]  92611.81 166101.45 144885.01  97408.97 144337.28 138259.25 150440.59
##  [386] 153764.51 172904.41  73780.90 117542.72 128921.80 155057.89 126239.42
##  [393] 144899.73 156588.32 162547.96 222325.31 211188.48 143708.37 120984.42
##  [400] 153990.45 120947.40 307722.11 301750.33 301750.33 308022.45 319558.21
##  [407] 238785.09 293250.22 197856.31 236048.10 249454.98 171828.44 224613.97
##  [414] 139155.76 199602.73 197034.07 214454.41 212499.27 133131.16 136837.18
##  [421] 257841.59 251898.31 202607.16 217024.66 238744.25 290507.48 210980.49
##  [428] 275485.34 167313.95 135336.10 143342.23 112673.34 133819.68 130599.27
##  [435] 149768.01 123332.66 124117.76 111394.70 135810.52 116105.91 174121.51
##  [442] 151368.77 188271.26 137786.49 178288.72 157890.98 211968.11 119134.00
##  [449] 134280.32 127272.85 195291.39 274859.24 157550.83  75339.31 324080.77
##  [456]  84124.75 254079.55 137748.30 158535.34 181178.65 399143.12 305618.70
##  [463] 201475.11 214130.57 226978.22 379284.37 138063.28 151005.35 125866.56
##  [470] 135084.49 143772.37 149101.32 188317.19 179038.61 176421.02 188206.55
##  [477] 182439.82 185196.22 237174.11 192458.26 176880.35 194785.46 196131.72
##  [484] 319839.52 362815.72 159732.65 298885.54 166118.58 248233.65 174413.63
##  [491] 258085.66 228626.65 165201.28 189858.26 135039.32 314777.15 167251.09
##  [498] 315158.62 146536.68 117440.65 121254.67  93093.71 100198.60 113495.78
##  [505] 147169.26 135662.56 284700.88 446288.01 376725.68 432968.37 413809.93
##  [512] 344319.40 267729.20 326285.98 484219.84 276386.76 360678.12 384118.73
##  [519] 312016.65 193361.45 332074.17 220287.59 211363.53 170098.37 224851.04
##  [526] 221772.98 180762.46 180977.04 190890.28 219976.41 231535.27 215879.48
##  [533] 173936.80 240089.43 181285.90 252053.85 299822.90 356683.19 254083.77
##  [540] 298131.09 274211.18 256990.86 254949.10 268569.31 214462.80 221536.36
##  [547] 247502.08 207094.12 201644.44 189757.06 143097.29 174023.96 183933.13
##  [554] 195333.88 196151.38 206130.60 199939.17 126674.63 133388.89 119528.81
##  [561] 116269.48 176308.81 157052.38 264642.47 317868.86 184867.94 153049.39
##  [568] 156832.86 174945.09 269156.10 204811.05 225989.59 247057.68 164248.38
##  [575] 199892.53 178293.21 181001.63 257654.90 194934.06 330611.13 249219.05
##  [582] 206892.68 164803.85 169998.81 200443.39 137674.43 155884.29 137061.23
##  [589] 137001.84 173104.19 107987.43 139098.51 143709.87  89094.50 172817.70
##  [596] 134963.78 126234.16 240575.32 144854.78 161492.43 170382.00 137788.43
##  [603] 113942.30 139679.59 119248.78 175233.93 140580.92 153707.00  85587.02
##  [610] 108325.63 109723.48 135438.79 140801.01 161566.02 144699.49 120899.48
##  [617] 148074.65 130646.59 126392.62 116310.54 122277.83 138387.14 144609.11
##  [624] 111818.18 133830.93 125356.12 123337.98 108112.69  95201.28 134173.81
##  [631] 128210.71 135460.75 144113.68 106248.53 144409.37  86219.07  96590.14
##  [638] 146796.43  67887.87 125676.75 130736.66 128704.18 107029.36 134323.84
##  [645] 133242.66  91847.16 192614.97 119772.93 117472.58 134716.65 139469.68
##  [652] 141665.65 119400.58 107303.48 147972.74 114422.34 145289.80 120567.88
##  [659] 106514.49 111850.02  97690.90 107873.83  85781.61 156653.63 136713.39
##  [666] 154997.02 148674.49 136707.82 100252.53 147461.73 156195.94 115790.86
##  [673] 117841.97 122292.64 104281.91  93449.13 124281.68 137838.48 153126.54
##  [680] 135732.97 139114.30 138968.20 147765.81 126171.21 135914.94 150699.63
##  [687] 171952.92 142935.12 160393.73 199232.26 103735.91 176905.07 159154.21
##  [694] 105096.38 134312.32 271358.52 241124.54 239772.78 215698.74 168390.48
##  [701] 250063.66 435067.97 338261.60 249524.66 180633.23 144761.95 203135.08
##  [708] 209986.16 194782.31 218526.82 147074.95 139054.69 158193.21 238693.38
##  [715] 288755.17 327692.25 256636.35 209287.79 145704.82 277546.09 195089.51
##  [722] 234729.48 194343.79 139565.13 128880.39 142221.47 148697.11 152325.63
##  [729] 238132.29  86798.49  90607.10  97305.22  95097.00  98395.96 118001.05
##  [736] 111754.79 114269.23 139246.78 163590.10 131957.71 128533.50 161675.66
##  [743] 166368.58 182390.85 122212.50 132973.83 189978.57 217291.26 214935.57
##  [750] 122937.19 112255.33 110407.20 102563.70 159790.53 101842.13 148253.65
##  [757]  81878.30  94528.02  82936.49  85176.03 323681.79 278247.28 321477.16
##  [764] 230115.61 142290.41 205571.37 208590.79 275391.70 230888.18 169282.06
##  [771] 220639.91 187468.34 185355.07 233372.00 254833.15 270442.55 365203.95
##  [778] 213775.38 122295.32 162566.62 164594.26 134728.77 133225.68  98258.48
##  [785]  96163.22 144392.45  96694.25 125324.98 127943.21 136199.47 143846.41
##  [792] 176471.43 161659.09 175819.45 189083.88 179895.09 207916.89 168904.55
##  [799] 178846.65 153461.89 179299.69 207310.08 337710.25 429837.50 187868.85
##  [806] 261119.60 343030.64 367782.09 162225.66 171285.18 214421.95 197189.91
##  [813] 164437.68 170987.41 166460.99 170196.04 191899.64 151599.07 123715.50
##  [820] 119258.53 189952.53 200453.80  93646.28 110100.84 131924.60 128260.18
##  [827] 333967.57 276013.11 398020.87 414899.55 323327.85 399870.90 471916.48
##  [834] 402841.47 452945.93 280515.13 309428.83 309902.70 422440.54 323178.87
##  [841] 283878.19 253530.73 232375.35 250007.50 197851.49 202479.19 196856.90
##  [848] 221583.05 264860.89 212696.64 204493.39 180585.00 177666.80 176058.08
##  [855] 176621.90 221681.97 180549.64 178225.16 174247.03 185279.09 237184.84
##  [862] 171462.19 167827.62 170231.23 216261.10 166176.49 214174.64 219560.41
##  [869] 181093.92 177631.98 353411.29 374673.73 308510.71 276930.72 258928.94
##  [876] 326902.37 208096.52 269603.96 226990.20 381176.87 223197.36 226230.23
##  [883] 215894.04 241975.74 242783.77 201576.65 195001.19 223375.24 187516.84
##  [890] 281559.24 251363.31 242023.94 299871.83 124913.86 132378.69 156530.30
##  [897] 201989.50 204723.38 123910.78 122224.93 139021.63 269354.04 140585.64
##  [904] 150671.83 210994.35 175486.71 227314.59 207751.55 222971.65 172385.85
##  [911] 172227.99 190788.39 256077.38 276454.69 238839.27 282302.59 313739.64
##  [918] 140373.09 203080.89 144479.81 159144.94 184737.14 203740.33 243103.00
##  [925] 153792.61 140368.85 137430.42 129574.73 129654.86 143779.91 136160.57
##  [932] 113413.75 155644.55 145467.91 204320.43 149457.60 202705.20 128255.19
##  [939]  68178.74  65926.71 116340.19 136631.52 132010.60 150648.85 159136.05
##  [946] 135857.04 126759.45 135848.30 138654.15 161425.02 123617.34 149083.04
##  [953] 139834.00 132151.98 132516.04 121162.38 127947.93 126530.62 139703.55
##  [960] 127497.79 147895.76 119515.57 142793.38 152237.59 299818.13 131713.53
##  [967] 135250.36 156633.69 114963.50 131460.67 125561.08 136017.34 144622.45
##  [974] 141333.13 154251.41 106071.80 110166.66 122949.97 116810.97 119913.42
##  [981] 105406.29 105985.97 115397.56 131246.42  88569.06 135414.90 176807.03
##  [988] 155945.49 107537.02 148190.00 132765.30 195463.60  98263.45 128777.69
##  [995] 109459.59 130680.25 118690.01 110697.67 111418.05 132440.03 116326.65
## [1002] 131419.41 116202.09 156421.74 125433.26 115607.68 129085.66  90565.87
## [1009]  95441.33 187260.53 176540.34 171841.83 122556.42 124684.37 202995.12
## [1016] 109191.97 132759.13 163042.53 124616.42 144594.64 134516.01 133827.47
## [1023] 118752.28 125947.78 125758.23 153383.36 204869.75 128075.22 153566.92
## [1030] 153458.49  91670.01 185096.55 143134.00 159873.98 106410.27 225841.53
## [1037] 145269.72 117018.48  95664.77 142633.51 130865.53 142816.42 111813.05
## [1044] 194842.61 222347.64 255581.68 346331.89 256348.19 223713.93 219483.45
## [1051] 186748.16 217007.09 215144.89 219011.97 151456.52 166765.65 134659.21
## [1058] 141527.68 227055.11 208054.32 195534.74 219081.92 130198.59 137679.48
## [1065] 145271.57 140125.60 122463.20 127806.85 129298.31 121969.40 275427.28
## [1072] 231619.16 200898.62 231298.88 282828.10 231735.13 206264.33 179567.78
## [1079] 183441.06 184214.34 178099.62 177965.53 131755.83 130229.26 135291.80
## [1086] 139662.56 136556.95 150974.91 167835.03 592682.78 145027.83 124771.30
## [1093]  89797.70 115999.31 108042.50 111033.66 118760.29 171529.50 141785.55
## [1100] 130153.68 110869.91 135103.32 148046.53 170861.13 131331.16 158642.98
## [1107] 132096.61 187155.00 183552.18 121779.51 209080.13 144340.34 199936.46
## [1114] 272347.54 120996.40 137647.78 154840.13  91835.76  88483.32 139235.45
## [1121] 132754.35 117925.94 278276.50 163661.97 222937.45 209090.43 191560.32
## [1128] 128655.36 145734.15 232650.44 219198.34 229314.96 247188.42 167709.39
## [1135] 194960.45 345412.75 209790.66 276122.82 296805.16 215055.80 139508.38
## [1142]  87633.32  91109.78  87234.97  87525.55 150131.51 177369.25 200724.55
## [1149] 167033.84 109744.21 152984.18 152590.78 127896.49 127067.91 144859.59
## [1156] 138292.43 193853.31 187882.71 199078.57 184416.82 184895.46 188717.65
## [1163] 243389.77 317281.83 304148.20 168244.02 167172.08 410231.65 451358.41
## [1170] 323376.22 448642.88 391968.76 294201.78 381297.52 153390.31 187949.39
## [1177] 167466.12 254651.12 183007.44 151726.75 114832.17 228076.83 105431.12
## [1184] 135687.17  94563.31  91667.22 100438.41 136732.21 140478.31 128361.77
## [1191] 149672.99 423385.34 240218.80 277009.87 373588.57 304752.63 294325.68
## [1198] 272500.04 300884.48 329562.08 332528.54 353720.90 282950.58 261420.18
## [1205] 301002.70 273989.17 171068.59 176564.32 180005.73 286832.64 177741.85
## [1212] 184145.41 217521.01 219153.82 162996.18 187347.61 195085.66 268596.28
## [1219] 276360.24 273459.15 391287.28 344113.84 494640.39 302080.96 355109.04
## [1226] 259707.73 309733.24 221793.41 195414.60 461297.73 201310.16 128962.57
## [1233] 192906.20 125323.34 191857.56 183236.44 202203.62 203599.17 188644.99
## [1240] 173128.50 159600.94 125206.97 131031.10 142233.11 129718.41 120271.74
## [1247] 125281.44 135546.43 105085.65 126762.71 284403.46 386968.50 165607.01
## [1254] 150766.47 171748.75 151463.05 184974.97 225480.99 156692.09 157030.86
## [1261] 143905.63 166348.29 147026.02 128760.69 137914.37 146560.88 169046.25
## [1268] 164578.43 160415.81 145110.00 116444.31 119545.97 159772.25 151530.15
## [1275] 133255.27 152136.98 123348.73 137540.35 161915.01 133864.37 150120.41
## [1282] 151934.14 151323.85 145400.97 137741.94 132398.57 155328.15 123980.53
## [1289] 130780.95 134208.16 130430.44 236976.25 150163.72 273236.24 120609.33
## [1296] 100622.38  85119.74  90225.47 153116.41 155942.21 147824.67 145906.20
## [1303] 180754.49 154626.23 233312.31 145170.46  91152.00 130297.63 137896.93
## [1310] 136707.35 119016.89 119090.17 188124.53 137043.99 137483.00 137855.86
## [1317] 141759.80  90699.95 174883.64 104398.44 100576.81 100371.41 114171.14
## [1324] 127433.56 144150.21  84016.28 112858.90  97083.38 159240.95  88615.43
## [1331] 119412.29  85278.37 168809.94 112701.52 116745.74  98536.74 196043.09
## [1338] 121231.60 122109.88  76740.90 109472.71 136237.41 161944.80 148801.89
## [1345]  98378.45  98133.17 138486.41 150076.32 129707.45 138183.36 164727.38
## [1352] 145062.33 164419.85 164625.64 102769.05 226366.39 142579.59 130638.64
## [1359] 164135.08 143392.33 110972.32 178059.93 282484.34 178427.86 155516.12
## [1366] 134916.45 139738.59 262188.92 216112.82 240174.17 189622.01 274219.97
## [1373] 282954.94 219655.87 218944.08 192665.17 159494.47 148298.64 181485.91
## [1380] 191668.69 202375.20 222780.04 147481.85 152416.55 123524.53 211845.28
## [1387] 197230.05 198747.57 210427.76 282729.75 240386.83 241104.48 237369.37
## [1394] 140240.22 202053.70 209828.93 187758.26 201173.89 143137.17 123136.18
## [1401] 143651.76 194369.10 119035.21 259020.69 142021.91 133966.85  95814.56
## [1408] 119015.62 128614.38 154369.12 108485.25  68918.19 105979.25 140208.17
## [1415] 113906.13 151207.35 139820.30 161330.65 142234.71 109765.57 157203.05
## [1422] 172626.84 180697.94 184117.18 181146.24 211523.10  99883.34 119069.77
## [1429]  65978.36  90106.27 138625.57  74851.97 107408.03  74809.31 305358.77
## [1436] 283213.88 200070.68 146604.09 219129.54 156120.01 204573.60 200206.61
## [1443] 356613.77 344617.29 129664.42 212103.98 116525.38 128655.69 147235.99
## [1450]  84245.89  87563.39 154007.68  91058.23  86222.50  85490.09  87826.66
## [1457] 157804.66 111673.35 232938.04

If we plot our rf_model, we can see the point where the machine chose to be the best number of predictors with the least RMSE. This shows our bias and variance trade-off. We want a model that is as simple as possible and as complex as necessary.

plot(rf_model)

Now, we will see if we can improve our model further with lower RMSE by running a Gradient Boost

# We will now fit a boosted tree learner to the data
#GRADIENT BOOSTING
library(xgboost)
## Warning: 程辑包'xgboost'是用R版本4.2.2 来建造的
## 
## 载入程辑包:'xgboost'
## The following object is masked from 'package:dplyr':
## 
##     slice
parm <- list(nthread=2, max_depth=2, eta=0.10)
# xgboost takes in data matrix and not dataframe so we will use the data matrices we created earlier
bt_model <- xgboost(parm, data=X.trn, label=Y.trn, verbose=2, nrounds=10)
## [1]  train-rmse:141325.400711 
## [2]  train-rmse:101755.866546 
## [3]  train-rmse:73971.145460 
## [4]  train-rmse:54384.955619 
## [5]  train-rmse:40560.586077 
## [6]  train-rmse:31056.475242 
## [7]  train-rmse:24280.090232 
## [8]  train-rmse:19738.704612 
## [9]  train-rmse:16599.367110 
## [10] train-rmse:14384.717832
# we can evaluate the outcomes and particularly the variable importance: We can then plot the importance.
imp <- xgb.importance(feature_names=colnames(X.trn), model=bt_model)

xgb.plot.importance(imp, rel_to_first = TRUE, xlab = "Relative importance")

We did get a significantly lower RMSE of 14384.717832 after running through 10 iterations. We will now use this boosted tree model to predict our test data

test_dat$SalePrice_bt <- predict(bt_model, newdata = X.tst)
test_dat$SalePrice_bt
##    [1] 120955.81 143127.98 177387.91 177412.28 192318.08 168568.50 152872.12
##    [8] 168308.47 191855.88 119659.88 189977.20  91313.09  93835.07 156457.75
##   [15] 134861.95 357925.69 245954.27 295897.97 205304.59 515142.66 278103.53
##   [22] 206691.34 150330.94 167166.09 166980.86 186750.88 275456.66 239931.28
##   [29] 195184.53 192633.97 187117.59  92711.48 167223.78 267566.00 295646.22
##   [36] 218318.16 196788.75 152915.47 152915.47 142252.16 175388.20 157533.94
##   [43] 281232.34 221254.61 217770.23 190330.31 244040.08 202656.34 161342.56
##   [50] 141202.14 141202.14 170121.67 159657.75 168212.17 171055.97 154282.39
##   [57] 151470.17 132426.48 212369.16 131554.48 138023.66 172883.56 108159.83
##   [64] 120384.94 123953.44 125682.05  93488.35 125632.17 133657.30 172320.78
##   [71] 109627.42 104969.42 130172.09 119360.24 165152.42 105675.52  83900.71
##   [78] 202173.91 134973.64 121349.50 151792.53 126944.09 168130.69  86123.77
##   [85]  92872.62 123663.48 129740.94 128474.77 109652.93 144205.53 109451.81
##   [92] 138502.12 145537.25 114937.99 175166.52  71977.33 112601.60  91187.85
##   [99] 108780.47 129377.87 150580.72 124050.69 114859.02 157386.09 154463.28
##  [106] 205841.66  75912.77 238559.02 159021.25 141736.92 139527.38 147096.73
##  [113] 245449.42 109386.92 202529.89 193375.28 187528.56 152057.70 138534.44
##  [120] 185845.78 137379.09 122560.09 322673.03 216978.98 141972.17  82646.72
##  [127] 104705.95 142599.84 100296.12 126415.01  94460.75 107386.64 119573.13
##  [134] 110731.86 103024.43 238986.78 166667.36 190969.53 196748.41 190252.25
##  [141]  79273.84 122829.12  98157.24 267489.75 222233.08 157351.38 145425.67
##  [148] 205865.67 183737.58 152620.02 141928.72 171022.00 158706.02 119296.69
##  [155]  88897.80  76273.35  86548.20 122657.95 125039.69 173123.59 125934.31
##  [162] 133470.33 302339.38 214597.83 114941.55 166310.19 184194.03 273043.53
##  [169] 170752.70 379086.47 227888.91 226811.33 163793.52 165528.47 174547.28
##  [176] 146481.67 162393.39 196969.17 177424.91 256991.38 179052.91 226746.61
##  [183] 219339.58 218192.36 170031.95 147514.41 159893.75 138160.08 131981.09
##  [190] 112062.12 123394.93  94755.63  91369.76 153376.83 151721.48 153068.67
##  [197] 153376.83 153068.67 145132.22 151680.22 474927.97 386966.88 367755.84
##  [204] 436853.31 265794.62 290885.69 348294.41 306395.28 309838.12 321905.03
##  [211] 247333.34 526128.69 284439.69 250782.05 171649.94 177729.64 195568.05
##  [218] 466236.69 438450.66 327088.03 246511.23 287295.44 176472.66 168128.88
##  [225] 169579.84 171362.50 162812.03 180032.38 184455.28 180168.69 169211.94
##  [232] 276868.25 166685.39 166615.44 168128.88 253357.73 184628.94 352113.56
##  [239] 301161.50 236246.20 257643.27 240473.14 235252.98 277931.78 224662.91
##  [246] 446908.62 210750.56 197923.81 277617.88 214264.11 258950.30 168874.25
##  [253] 233314.83 212266.19 197623.20 173648.84 154482.50 134747.98 189366.19
##  [260] 240410.22 161273.84 133269.28 147435.16 206735.19 220195.86 191955.06
##  [267] 162995.50 172575.19 156292.08 155357.19 125410.86 123838.73 121043.44
##  [274] 124498.07 128010.60 116456.39 318723.84 198978.62 285652.34 179051.61
##  [281] 164465.64 172832.25 161110.19 267667.22 226651.52 216962.83 221725.73
##  [288] 229690.84 152546.58 123125.91 247708.09 120255.78 152114.62 210196.98
##  [295] 158799.91 106444.00 117248.88 140969.16 162587.52 160833.58 148551.97
##  [302] 166288.17 172276.69 114228.93 146356.47 156770.72 194460.09 138435.59
##  [309] 164657.84 137427.84 137286.50 119088.72 147835.19 126624.28 132215.05
##  [316] 109233.05 109856.99 134888.97 118291.74 168959.66 140196.48  93783.08
##  [323] 117760.02  98682.42 110869.35 176088.55 155494.91  63324.32  83226.80
##  [330]  86215.98 168266.94 147126.48 124761.87 135271.52 129431.47 115990.79
##  [337] 110202.32 126316.51 112602.55 116551.71 128413.77 160525.48 158079.47
##  [344] 133424.11 136407.66 118389.95 125082.48 110850.69 127451.91 145925.00
##  [351] 108935.68 106387.49 117027.04  92065.65  58307.80  89980.21 127087.71
##  [358] 125025.28 113188.71  73019.09 109901.27 148310.75  45731.23 123788.72
##  [365] 131042.35  86371.67 105449.82 139997.11 103272.38 135260.64 179075.98
##  [372] 105562.80 133656.19 113549.32 132022.91 117086.03  90453.98 131337.16
##  [379]  89237.02 143606.44 131757.61  74968.93 135528.25 135858.05 133565.91
##  [386] 145250.64 148875.64  71861.80 123755.25 124125.62 161602.69 136062.31
##  [393] 124621.40 165363.41 138841.25 224274.50 165604.53 136984.92 118375.26
##  [400] 142646.22 118375.26 222379.62 219449.23 219449.23 318445.34 324229.94
##  [407] 247712.56 315439.09 201529.09 250069.30 263650.25 171292.92 235298.69
##  [414] 138579.55 201336.25 183940.94 200004.47 194232.20 123972.02 132031.38
##  [421] 221668.34 259519.50 193260.73 210784.05 250083.17 309662.03 186315.22
##  [428] 253011.39 165969.62 136076.92 141536.83 100823.50 136633.75 127629.24
##  [435] 144736.20 120465.01 115760.08 113850.70 130957.30 139014.97 170424.27
##  [442] 123812.74 203429.45 138261.41 162467.84 167769.94 209375.02 120703.57
##  [449] 134529.23 122532.27 201891.44 224301.30 145568.36  70390.79 287279.44
##  [456]  66527.30 251766.42 134533.98 148060.67 159464.36 430505.47 320449.75
##  [463] 211953.91 216877.06 207096.61 382021.72 131149.95 158616.91 118817.19
##  [470] 127390.12 133736.81 129325.83 163186.75 172477.89 169082.88 179653.73
##  [477] 173239.30 166122.48 236865.14 189551.83 167990.94 181912.52 209304.31
##  [484] 306365.09 373362.06 134067.16 282256.22 137747.05 215700.12 172547.95
##  [491] 265389.97 233387.14 154348.72 200688.03 117721.34 236692.86 166070.33
##  [498] 291739.12 133066.14 111829.76 114040.39  91076.20  94465.28 103461.73
##  [505] 158619.16 155126.67 309898.66 414334.88 404629.25 406511.41 445431.00
##  [512] 392410.84 256761.47 306714.12 468073.22 268775.50 324381.41 355298.91
##  [519] 302306.62 179836.08 326743.12 222209.66 214627.97 172408.06 200242.77
##  [526] 183249.30 173157.66 175439.08 186750.88 207265.88 197169.38 208617.56
##  [533] 162808.81 231335.52 174053.59 239744.14 281986.62 353063.38 252759.17
##  [540] 311522.31 258093.02 229159.55 220411.12 248440.67 224161.09 223947.66
##  [547] 252069.20 188697.92 189996.53 187021.41 141559.09 171507.61 180056.47
##  [554] 174356.78 191806.30 185735.48 195817.34 130844.48 125138.08  97204.65
##  [561] 111678.38 179692.00 147670.12 211052.38 418497.66 179131.09 142252.16
##  [568] 147907.91 169105.47 252521.81 236202.33 257428.69 256716.11 151203.50
##  [575] 200962.91 192561.50 200219.20 334762.53 216675.77 347855.28 245897.88
##  [582] 181537.23 159317.55 169496.72 201315.77 132966.52 148479.78 130289.90
##  [589] 134286.41 171262.20 104274.55 143519.67 139869.17  69471.48 151480.47
##  [596] 131617.77 124051.80 227703.06 123569.55 161418.27 168157.84 133859.41
##  [603] 111070.82 134095.94 125130.38 169885.30  95876.19 131968.84  90532.32
##  [610] 111229.30  89237.02 140009.77 131784.33 188781.36 136077.58 114660.97
##  [617] 142849.31 125637.59 129361.30 113059.66 120561.93 127303.45 142570.62
##  [624] 116155.65 130817.32 101024.41 118216.22  94932.18  76611.91 125669.84
##  [631] 121307.53 144080.22 127323.48 131441.72 143697.19  84545.43  95183.79
##  [638] 141523.88  62473.34  99342.78 123205.85 131652.84  99610.77 101305.42
##  [645] 127750.88  70076.15 242933.69 119667.00 116359.95 117466.99 144334.08
##  [652] 137617.38 117375.62 101729.55 145038.91 111842.41 146168.19 116696.78
##  [659]  99912.48 105551.90  80982.16  94192.04  79453.89 171043.28 126972.98
##  [666] 166694.31 168429.28 134132.25 101518.81 124663.15 166617.94 106940.66
##  [673] 109064.01 121753.29 101443.50  60125.34 112402.20 131474.95 145252.20
##  [680] 135426.59 139054.08 125711.42 140944.14 116448.23 130116.53 150027.91
##  [687] 164422.19 117980.63 135087.09 208607.78 124843.48 201021.61 143914.14
##  [694] 102035.09 124591.97 196666.02 216194.58 230508.03 211457.45 162808.81
##  [701] 241394.11 398835.16 326743.12 281494.47 178541.64 141160.67 205570.94
##  [708] 202778.98 187593.53 215258.00 141780.72 132966.97 163079.97 228575.03
##  [715] 300972.31 332309.75 236439.38 213957.33 141972.17 156248.02 184381.84
##  [722] 211619.77 192560.42 131982.95 116436.46 136312.25 144459.22 160471.23
##  [729] 212836.44  76975.22  86631.30  97021.51 100379.96 106097.61 112562.67
##  [736] 113886.33 109697.71 159996.91 129624.68 139131.92 136262.84 208232.89
##  [743] 159737.92 172987.31 115076.41 134839.09 201872.92 197589.12 193794.02
##  [750] 127995.23 111616.75 113423.13 109247.59 140261.08 106268.66 141338.86
##  [757]  87894.86  81129.60  68244.67  76542.88 287279.44 236943.59 266674.88
##  [764] 204144.27 127731.80 153870.98 189965.56 317285.38 219757.12 152620.02
##  [771] 202073.84 177268.42 166469.62 237111.36 197289.73 271915.84 377746.72
##  [778] 200047.45 118065.64 154205.28 149718.33 134653.20 134746.58 103433.08
##  [785]  92824.52 143688.11 105809.17 124829.32 124731.42 132295.53 106003.94
##  [792] 166582.03 157125.95 173371.16 175663.25 179136.06 178951.72 165319.42
##  [799] 170234.70 152992.80 189460.30 207443.16 315037.94 371614.50 167640.38
##  [806] 283317.06 365428.56 344186.22 157261.69 170305.12 224604.36 205324.62
##  [813] 149001.75 161916.78 143583.75 174860.95 184909.50 160460.34 127763.10
##  [820] 114387.66 169328.05 173729.06  95031.28 120374.16 147829.09 123932.10
##  [827] 332957.97 263965.62 352269.69 389457.12 299341.22 397749.19 436173.62
##  [834] 389258.56 422358.34 233899.58 324723.56 293845.22 404342.72 318723.97
##  [841] 275748.47 217565.19 239318.86 214457.52 173730.55 172209.52 177729.64
##  [848] 223311.16 282062.78 214627.97 182040.08 180670.73 175168.53 165277.45
##  [855] 175439.08 169752.08 173625.98 170289.06 167833.41 193617.36 244063.58
##  [862] 173157.66 171571.31 166980.86 201942.08 162808.81 207265.88 209813.36
##  [869] 169609.45 166928.20 352341.88 442270.16 304533.19 243371.17 263369.56
##  [876] 336620.66 199585.30 279962.22 211763.72 395037.56 197787.44 229257.45
##  [883] 220459.23 201679.64 214457.52 216044.47 196192.67 220419.19 170874.48
##  [890] 269533.62 261731.36 253948.56 238805.66 132295.73 141636.98 147435.16
##  [897] 194116.84 188766.92 132038.25 116186.48 130836.25 221067.58 115998.20
##  [904] 150781.00 199580.23 195058.42 216859.61 213978.97 225321.70 159907.12
##  [911] 177784.31 173429.66 266929.66 268303.62 236735.42 279284.91 321408.94
##  [918] 128781.33 180839.06 133415.78 149832.59 183407.44 199719.31 233538.50
##  [925] 158388.86 130481.38 132937.58 105989.97 123850.84 131639.66 127784.03
##  [932] 118124.48 167033.25 137404.84 195104.42 141748.61 191279.62 123274.62
##  [939]  56182.58  54017.44 115816.17 136900.52 132836.67 141412.84 158271.25
##  [946] 125968.48 123932.10 131827.92 139086.44 169443.11 118045.81 146979.08
##  [953] 137286.50 144852.16 127498.92 121419.35 129983.96 116601.87 137208.47
##  [960] 133061.48 151571.69 112500.10 118205.39 155853.81 216374.20 122211.75
##  [967] 146156.73 178434.58 121282.62 124187.41 116470.10 134151.81 145530.28
##  [974] 135718.73 152328.92 102737.12 111624.51 121723.02 109596.20 121177.12
##  [981]  95418.99 104409.21 114580.70 122736.81  80238.64 130141.35 187430.03
##  [988] 128360.83 109383.20 155199.27 114722.95 218112.16  97510.40 141148.75
##  [995] 107724.73 135995.80 114763.14 118098.50  99253.20 143605.09 108331.34
## [1002] 124826.88 117708.84 173254.20 133723.22 115943.66 142382.28  79635.90
## [1009]  62941.20 156064.23 196342.95 184881.22  92662.11  81367.66 175443.55
## [1016] 103015.93 117083.52 169496.98  87763.39 137952.41 104140.70 130192.00
## [1023] 115814.73 119360.42 116357.19 141907.83 152714.16 159441.25 137204.31
## [1030] 146709.00  84169.21 169010.12 138801.97 159657.88  99001.33 250598.69
## [1037] 150448.59 110249.06  91476.12 121649.77 137398.69 144042.70  99101.41
## [1044] 192748.97 212747.00 246601.78 300289.41 238232.83 212250.86 229102.00
## [1051] 179131.09 200581.16 218764.33 186444.23 136546.00 154659.89 133588.95
## [1058] 141652.27 222158.73 196817.30 183588.56 217368.00 127597.31 128902.92
## [1065] 141573.56 130738.89 111231.62 129302.50 131735.86 109225.60 243610.48
## [1072] 212863.48 191956.11 227578.03 305727.19 233083.20 219324.72 176699.12
## [1079] 181767.11 171789.20 175259.48 165179.05 120874.23 133657.30 119979.63
## [1086] 139796.58 129608.28 140135.67 157319.97 566338.38 141536.83 113629.24
## [1093]  74639.48 114157.84 122128.80  90984.80 104157.06 154361.97 142656.69
## [1100] 123991.90 118982.40 133676.81 130734.17 158956.17 120324.78 139395.34
## [1107] 115984.28 175954.56 179471.58 120703.57 172733.14 189621.58 193752.20
## [1114] 271736.81 128103.70 127649.67 141157.05  94835.99  75248.31 133043.80
## [1121] 134579.11 111014.18 252279.69 154122.42 172494.11 187571.20 191656.59
## [1128] 148436.80 138003.02 205631.41 232822.52 197774.80 239288.27 178874.86
## [1135] 193788.00 339257.06 184324.70 260116.05 277785.62 143114.33 135868.70
## [1142]  82948.81  91469.93  84953.23  78894.05 136756.94 161995.94 199183.25
## [1149] 159117.14 112491.02 135982.12 151159.69 126222.06 124555.86 143166.52
## [1156] 140410.70 200939.20 174079.78 196414.14 168540.00 172443.69 174605.03
## [1163] 241771.70 272918.72 314555.88 153081.27 186694.05 430264.16 533568.25
## [1170] 340822.06 426147.25 453144.81 295558.47 366129.97 145852.98 180230.08
## [1177] 150349.69 224202.56 191132.98 147213.53 107145.42 189429.67 113191.16
## [1184] 125195.46  98438.23  94755.63  94974.61 131736.08 152419.20 141017.25
## [1191] 149728.25 406585.84 250098.61 234394.92 338999.22 273785.69 326132.25
## [1198] 284032.28 313033.47 332185.38 313933.91 321315.72 265088.22 275142.25
## [1205] 324912.12 289281.84 166839.12 176162.83 162188.62 274366.66 174964.02
## [1212] 177329.70 202027.44 186074.20 168951.66 182482.06 185704.69 220330.03
## [1219] 281030.03 269990.97 428342.72 338117.56 496891.56 306843.66 371489.66
## [1226] 272089.47 340641.75 223609.73 215816.89 505590.47 184539.34 134277.09
## [1233] 188308.66 130583.75 180574.23 176675.98 187914.77 183321.91 171523.91
## [1240] 155639.84 141593.12 109226.80 130505.47 142367.94 125682.05 120154.05
## [1247] 123936.62 134344.12 101517.30 128540.67 253046.50 385037.25 179443.44
## [1254] 148743.42 175388.20 153361.89 168228.73 233640.20 146866.61 165693.53
## [1261] 132524.88 144871.45 143793.58 123953.44 130345.88 140658.36 154551.36
## [1268] 164300.75 151348.81 142062.22 108232.07 124968.95 167913.88 137896.80
## [1275] 138068.34 128003.71 125093.80 135161.05 157648.09 135285.67 153143.59
## [1282] 148504.34 147592.34 142997.50 125215.67 133760.39 163175.88 109635.27
## [1289] 134636.19 128621.42 128239.99 187916.78 150208.12 162458.95 121462.08
## [1296]  91840.36  73020.82  83931.55 162419.17 139747.36 136809.61 137508.83
## [1303] 178268.05 159892.11 266453.81 147909.72  88299.10 121448.69 113038.46
## [1310] 142099.55 118687.48 117481.41 147398.36 138686.23 129368.94 149937.33
## [1317] 140983.27 111557.58 118832.97  91206.66  99769.41  90361.04 102914.06
## [1324] 118042.37 142159.14  66816.26 113267.95  72216.55 203373.30  93730.77
## [1331] 115696.09  60823.35 167278.97  92157.00 114763.14  96160.62 196716.86
## [1338] 118439.97 113784.31  70975.16  99138.16 123254.93 129415.88 141043.97
## [1345]  95815.28  77389.04 141059.00 140382.92 126052.59 131589.67 154347.02
## [1352] 135827.06 142765.62 138225.50  96240.48 222457.84 137584.84 123399.00
## [1359] 162129.59 127547.62 112831.74 190480.78 241328.30 166884.03 151463.53
## [1366] 128227.39 135994.73 230626.97 168857.98 219535.78 184658.30 231611.34
## [1373] 303491.69 198483.27 209963.80 187853.45 166896.12 152102.42 180393.52
## [1380] 203630.25 199959.56 213397.33 149478.44 157021.42 115856.14 199839.77
## [1387] 191681.39 206962.86 206731.81 280033.75 239009.61 208130.17 226216.84
## [1394] 139416.22 190965.44 198996.42 187853.45 201203.77 136941.34 126076.59
## [1401] 115043.15 194330.61 124279.78 251854.70 141536.83 136992.23  96970.72
## [1408] 111589.62 120473.27 152065.11 104544.65  59321.70 106520.02 140687.86
## [1415] 116462.14 151267.77 143535.72 128921.54 138194.30  89639.43 134681.89
## [1422] 167206.97 168477.33 188406.89 202660.14 190549.72  95378.72 129485.94
## [1429]  60781.84  80621.85 118711.73  53022.02 117074.92  54559.41 317060.78
## [1436] 264427.50 204656.67 146089.81 247792.55 150419.84 194650.64 177412.62
## [1443] 359204.69 348662.75  95885.28 199081.36 108856.24 125684.44 145808.84
## [1450]  79300.20  79269.38 147898.73  86940.09  81829.29  88501.48  86940.09
## [1457] 159945.59 115646.76 206191.72

We will now create our submission CSV file

#submission <- data.frame(cbind(house_id, test_dat$SalePrice_bt))
#colnames(submission) <- c('Id', 'SalePrice')
#write.csv(submission, "E:\\MSBA\\Machine Learning Course\\Final Project House Prices\\house_price_submission.csv", row.names=FALSE)